#1 India’s Health Leapfrog – Towards A Holistic Healthcare Ecosystem

In July 2018, NITI Aayog published a Strategy and Approach document on the National Health Stack. The document underscored the need for Universal Health Coverage (UHC) and laid down the technology framework for implementing the Ayushman Bharat programme which is meant to provide UHC to the bottom 500 million of the country. While the Health Stack provides a technological backbone for delivering affordable healthcare to all Indians, we, at iSPIRT, believe that it has the potential to go beyond that and to completely transform the healthcare ecosystem in the country. We are indeed headed for a health leapfrog in India! Over the last few months, we have worked extensively to understand the current challenges in the industry as well as the role and design of individual components of the Health Stack. In this post, we elaborate on the leapfrog that will be enabled by blending this technology with care delivery.

What is the health leapfrog?

Healthcare delivery in India faces multiple challenges today. The doctor-patient ratio in the country is extremely poor, a problem that is further exacerbated by their skewed distribution. Insurance penetration remains low leading to out-of-pocket expenses of over 80% (something that is being addressed by the Ayushman Bharat program). Additionally, the current view on healthcare amongst citizens as well as policymakers is largely around curative care. Preventive care, which is equally important for the health of individuals, is generally overlooked.  

The leapfrog we envision is that of public, precision healthcare. This means that not only would every citizen have access to affordable healthcare, but the care delivered would be holistic (as opposed to symptomatic) and preventive (and not just curative) in nature. This will require a complete redesign of operations, regulations and incentives – a transformation that, we believe, can be enabled by the Health Stack.

How will this leapfrog be enabled by the Health Stack?

At the first level, the Health Stack will enable a seamless flow of information across all stakeholders in the ecosystem, which will help in enhancing trust and decision-making. For example, access to an individual’s claims history helps in better claims management, a patient’s longitudinal health record aids clinical decision-making while information about disease incidence enables better policymaking. This is the role of some of the fundamental Health Stack components, namely, the health registries, personal health records (PHR) and the analytics framework. Of course, it is essential to maintain strict data security and privacy boundaries, which is already considered in the design of the stack, through features like non-repudiable audit logs and electronic consent.

At the second level, the Health Stack will improve cost efficiency of healthcare. For out-of-pocket expenditures to come down, we have to enable healthcare financing (via insurance or assurance schemes) to become more efficient and in particular, the costs of health claims management to reduce. The main costs around claims management relate to eligibility determination, claims processing and fraud detection. An open source coverage and claims platform, a key component of the Health Stack, is meant to deal with these inefficiencies. This component will not only bring down the cost of processing a claim but along with increased access to information about an individual’s health and claims history (level 1), will also enable the creation of personalised, sachet-sized insurance policies.

At the final level, the Health Stack will leverage information and cost efficiencies to make care delivery more holistic in nature. For this, we need a policy engine that creates care policies that are not only personalized in nature but that also incentivize good healthcare practices amongst consumers and providers. We have coined a new term for such policies – “gamifier” policies – since they will be used to gamify health decision-making amongst different stakeholders.

Gamifier policies, if implemented well, can have a transformative impact on the healthcare landscape of the country. We present our first proposal on the design of gamifier policies, We suggest the use of techniques from microeconomics to manage incentives for care providers, and those from behavioural economics to incentivise consumers. We also give examples of policies created by combining different techniques.

What’s next?

The success of the policy engine rests on real-world experiments around policies and in the document we lay down the contours of an experimentation framework for driving these experiments. The role of the regulator will be key in implementing this experimentation framework: in standardizing the policy language, in auditing policies and in ensuring the privacy-preserving exchange of data derived from different policy experiments. Creating the framework is an extensive exercise and requires engagement with economists as well as computer scientists. We invite people with expertise in either of these areas to join us on this journey and help us sharpen our thinking around it.

Do you wish to volunteer?

Please read our volunteer handbook and fill out this Google form if you’re interested in joining us in our effort to develop the design of Health Stack further and to take us closer to the goal of achieving universal and holistic healthcare in India!

Update: Our volunteer, Saurabh Panjawani, author of gamifier policies, recently gave a talk at ACM (Association for Computing Machinery)/MSR (Microsoft Research) India’s AI Summit in IIT Madras! Please view the talk here: https://www.microsoft.com/en-us/research/video/gamifier-policies-a-tool-for-creating-a-holistic-healthcare-ecosystem/

Disciplining The Not So Angelic, Angel Tax

If you are an entrepreneur, investor, or simply interested in the start-up sector, then you already know that Angel Tax is the buzzword right now.

Based on a law that was introduced in the 2012 budget by Mr Pranab Mukherjee, the rule aimed to target money laundering through high share premium. But unfortunately, the same provision is today attacking startups for their “high” share premiums and treating the difference between book value and DCF (Discounted Cash Flow) projections as income taxable at 30%. (For those interested in a more in-depth study of the provision and associated rulings can check out this article.

Thus, a law to penalize shell corporations and sham transactions are now being used against startups employing tens of people and generating value for the community.  Valuations are usually based on a startup’s future potential for growth and revenue and using book value, a method that’s better suited to asset-heavy manufacturing industries, is like measuring time in light years – it sounds right but is blatantly inappropriate

Hence the problem. This section hasn’t kept pace with the other anti-laundering and anti-abuse measures instituted by law and has become a blanket provision with little opportunity for a Startup to distinguish itself from a fake business. It also specifically discriminates against domestic investments thereby discouraging both investors and startups from accepting investments from Indian residents.

Latest changes, notified just yesterday, provide some way out for certain startups. However, this is a partial solution to a much larger problem, the CBDT needs to solve for the basic reason behind the cause of Angel Tax to be able to give a complete long-term solution to Indian Startups.

While the share capital and share premium limit after the proposed issue of share is till 10 crores and helps startups for their initial fundraising, which is usually in the range of Rs 5-10 Cr. Around 80-85% of the money raised on LetsVenture, AngelList and other platforms by startups is within this range, but the government needs to solve for the remaining 15-20% as startups who are raising further rounds of capital, which is the sign of a growing business, are still exposed to this “angel tax”. Instead, the circular should be amended to state that section 56(2)(viib) will not apply to capital raises up to Rs 10 Cr every financial year provided that the startups submit the PAN of the investors.

The notification also introduces the concept of an “accredited investor” into the startup ecosystem, which is an acknowledgement of the role that domestic investors play. Globally, an accredited investor tag is given to sophisticated investors investing in risky asset classes to denote that they acknowledge the risks associated with such investments and that they have the financial ability to do so. But instead of fulfilling both criteria of income and net worth, they should follow the global model of fulfilling either criteria and lowering the threshold to 25 lakhs of income or a net worth of Rs 1 crore. Their investment into startups should be excluded from the scope of section 56(2)(viiib). As a process mechanism if the CBDT could put in place a simple once a year mechanism for the Investor to submit his returns and giving him a reference number valid for the financial year, this will enable him to invest in more startups in the year without the need to get permissions every time the investor invests his funds.

Most importantly, any startup who has received an assessment order under this section should also be able to for the prescribed remedies and submit this during their appeal. They should not be excluded from this circular since its stated scope is both past and future investments. The CBDT should also state that the tax officers should accept these submissions during the appeals process and take it into consideration during their deliberation.

So, to summarise:

  • The angel tax should not apply to any investment below Rs 10 crore received by a startup per year, from Indian investors provided that the startup has the PAN of the investors
  • The angel tax should not apply to investors who have registered themselves with DIPP as accredited investors, regardless of the quantum of investment
  • The threshold stated should be either a minimum income of Rs 25 lakhs or a net worth of at least Rs 1 crore
  • Any startup who has received an assessment order should be able to seek recourse under this circular during their appeal

Through this circular, DIPP has reaffirmed its commitment to promoting entrepreneurship and startups in India. With these suggestions, the spectre of the “angel tax” will end up as a footnote in the history of the Indian startup ecosystem. We look forward to these pending matters

Start up India, Stand up India.

The post is authored by our policy experts, Nakul Saxena and Siddarth Pai.

Story in Asia Times, on iSPIRT, and Aadhaar

Last week, on Thursday evening, we received an email from Saikat Datta, where he claimed that he had a recording of a conversation, from an iSPIRT meeting, where we discussed various ways to get around the Supreme Court verdict on Aadhaar, along with other allegations.

While this recording was unauthorised, and we were in the midst of internal deliberations (and we have pointed this out to Mr Datta), we have engaged with the reporter to ensure that our view was presented fairly.  We are publishing this email exchange and that audio file in the interest of full disclosure, and transparency.

Thursday 3rd Jan 12:52 PM, separate emails from Saikat Datta to Sanjay Jain & Sharad Sharma 

Thursday 3rd Jan 10:32 PM, response from Sanjay Jain to Saikat Datta

Sunday 6th Jan, 3:47 PM, a second email from Saikat Datta along with Audio recording

Sunday 7th Jan, 12:13 AM, the response from Sanjay to Saikat Datta

In our last email to Saikat, we have mentioned that we have earlier seen activism in the form of reporting, and requested that he report on this issue fairly and that he present our answers in full.  We do hope that he will do so.

In the meantime, we wanted to let the iSPIRT community know that we will continue to deal with issues such as these with transparency.  If we are doing something incorrect/inappropriate, we will welcome any feedback.

The post is authored by Sanjay Jain and Sharad Sharma.

What lies beyond the horizon: Digital Sky & the future of drones in India

Drones have been around for a long time, going back as far as World War II. For most of their history, they were considered part of the military arsenal and developed and deployed almost exclusively by the military.

However, the past decade has seen a tremendous amount of research and development in the area of using drones for civilian purposes. This has led industry experts to predict that drones will be disrupting some of the mainstay industries of the global economy such as logistics, transportation, mining, construction and agriculture to name a few. Analysts estimate a $100 billion market opportunity for drones in the coming few years  [1]. In spite of the overwhelming evidence in favour of the value created by drones, it has taken quite a few years for the drone industry to take off in a commercial sense globally.

The main reason for this has been the regulatory challenges around what is allowed to fly in the air and where is it allowed to fly. A common theme around the world is the unconventional challenges that old governmental structures have to face as they try to understand and regulate new technologies. Hence the default approach so far for governments has been reactionary caution as they try to control what are, essentially, flying robots in the sky.

However, with electronic costs coming down, the hardware becoming more accessible and the software interpreting data becomes more powerful a number of humanitarian, civilian and industrial application have emerged and as governments across the world are realizing the potential of drones, we are starting to see the first version of regulations being drafted and adopted across the globe.[2]

Closer home India has a relatively adverse approach to drones or more lackadaisical rather. [3]

But as India continues to drive to become a more technology-oriented economy the role of drones in the worlds fastest growing economy and the potential benefits it can bring are hard to ignore.[4]

However, India’s approach to drone regulations cannot be that of other major economies that have the luxury of friendly neighbours and a large network of monitoring apparatus, India has had to take an approach that has to be novel and robust. Something that balances the security landscape while also being designed to allow maximum utilization of the potential that drones offer. Out of this need to both regulate secure how and where a drone can fly and keep multi-ministerial stakeholder interests accounted for was born the Digital Sky, India’s foundational framework for all things drones.

What is the Digital Sky and how does it work?

What the Digital Sky accomplishes beautifully is to fill the institutional void that needs to be collectively fulfilled by so many institutions and make it easier for the industry and consumers to interface with the government legally through one platform. Permission to fly drone no longer requires a 90-day intimation with an arbitrary number of NOCs to be approved by umpteen number of ministerial bodies at the central and federal level. The industry and the public now know one place to interact with in order to register their drone, get recognised as a certified operator and apply for permissions and all concerned government agencies ensure their overarching interests do not interfere with the large-scale adoption of drones.  

There are crucial components required for the Digital Sky concept to work, the most central being that drone operators should not be able to fly drones if they are not approved by the government. To accomplish this the Drone 1.0 regulations revolve around the concept of No-Permission-No-Takeoff (NPNT).

Our maven Tanuj Bhojwani explaining NPNT at the DigitalSky RoundTable on 4 Dec 2018 in Bengaluru

What this implies is that unless a drone has got valid permission for a particular flight through tamper-proof digitally signed permission tokens, it will not be able to take off. The Digital Sky is the platform to automate the processing of these permission tokens as they flow in from different parts of the country without overwhelming the authorities through a flight information management system (one of only three countries to build this nationally after China and the USA). In order for this vision to come true, there will be an enormous change in the way drones are manufactured and operated. Entire new industry verticals around getting existing drones compliant, developing interfaces that interact with the Digital Sky platform and making applications for India’s needs will develop. Hence this begs the question.

How are the current state of the industry are changing with 1.0 regulations

Until the introduction of the regulations companies especially in the UAV operations were doing non-restricted work and end up becoming the jack-of-all-trades. Companies in the manufacturing domain were unclear of who is their target customer and what they needed to build. All the companies in this domain were working with no clarity on the safety and permissions.

With the introduction of the Drone Policy 1.0, there is a buzz which has been created and efforts are being made to understand the regulations by all the entities who are set to gain from it. They understand that there will be a new aspect that needs to cater to i.e. the sense of accountability.

For manufacturer’s The NP-NT mandate will be the most immediate requirement, the most common route to implement the mandate will be through changes to existing firmware architecture. The changes themselves are being driven by open source initiatives with various operators, system integrators and manufacturers contributing to the shift to NP-NT for all major drone platforms in the country. The Digital Sky has inadvertently catalysed the first industry-wide initiative to bring together all members of the ecosystem. Other requirements such as ETA bring in much-needed standardisation in the hardware space, this allows benchmarking of products, easier availability of information about the standards to look out for end users.

For operators, a massive increase in the volume of business is expected as they can now focus on getting certified drones into the air, and not so much on getting approvals. The Digital Sky brings in much-needed certainty and predictability into an industry that will be focused on balancing demand and supply of drone-related operations in a market that has a huge need for drones and their data but limited expertise to acquire and process it. This also puts onus an industry to become security and privacy conscious and insurance agencies will play an important role in this regard. It will also immensely help in changing the thought process of the companies providing services and their customers. Customers will start understanding that they also need to have a defined plan, process and execution instead of a haphazard existing process of execution.

How industry/playground will change over the coming years?

With the introduction on the regulations and a platform like Digital sky enabling the ease of doing business for the companies who are serious stakeholders in this domain, there is no limit to what developments will occur in the coming years. It opens up possibilities for utilization of Drone and its related technologies in Agriculture, Medical, Energy and Infrastructure and transportation.

The existing players will become more mature and more focused. They will understand that with regulations in place a more focused approach is the key to scale. They will look at opportunities to compete with the global market also as the solutions that are developed around the Drone Regulations 1.0 and 2.0 will be key factors that contribute to the Indian ecosystem to becoming a global standard to test, adapt and innovate drone applications and management.

What are the opportunities? What does that mean for the current and new players?

UAV/ Drones as a business was a far-fetched thought for many entrepreneurs and has been a struggling industry in the past in India. Going forward it is guaranteed that it will be one of the biggest markets in the world for UAV as a business. What the regulations and Digital Sky platform will enable is a new levelled playground ground for the UAV companies to initiate good scalable business models both existing and the ones entering new to the sector.

The existing companies with the right resources can now plan to scale their operations and also have the added advantage of doing work for the private sector in India. Due to the restrictive method of operations adapted previously the solutions to private agencies was unavailable. Now going forward the companies will shift their focus from being a B2G entity to a B2B entity. Many new businesses for UAV air traffic management, surveillance, AI and ML-based UAV solutions and deliveries will emerge out of India with technology specific to India.

If you want to join our future roundtable sessions on Digital Sky and more, please register your interest here.

The blog is co-authored by Anurag A Joshi from INDrone Aero systems, Abhiroop Bhatnagar from Algopixel Technologies and Gokul Kumaravelu from Skylark Drones

India Financial Services – Disrupt or Be Disrupted

Matrix India recently hosted two firebrands of the financial services world, Mr Sanjay Agarwal, founder AU Small Finance Bank and Mr Sharad Sharma, founder iSPIRT Foundation, Volunteer at India Stack, for a no holds barred discussion at the Matrix Rooftop in Bangalore. Here is an excerpt from the evening and some of our learnings for fin-tech entrepreneurs.

Part 1 of the two-part series features the untold story of AU Bank, in the words of Sanjay Agarwal himself, as below:

Sanjay Agarwal – on his background and early days before starting AU:

“In my early Chartered Accountancy days, I started out by doing audit work, taxation, and managing clients. I had studied hard and was naïve and enthusiastic at that time hoping, to solve the world’s problems. This pushed me to work harder and I had a desire to do something more.

I believe that we are the choices we make. While evaluating various choices, I eliminated all the options that I didn’t want to pursue e.g. to work for a fee or commission and then I started digging deeper on what really interests me – that was when the concept of AU Financiers was formed.

In 1996, as 26 years old, I began approaching HNIs to raise capital, as back then, there were no VCs. I was fortunate to raise INR 10 cr at a 12% hurdle rate and I had to secure the funding with a personal guarantee. But what is the guarantee of the guarantor? No one questioned this at that time. So, I technically became one of the first P2P lenders, and structured a product that didn’t exist– short term, secured and at a 30% rate of interest. That was the start of the AU journey.”

The Early Days of AU:

“I started off AU as a one-man army. I was everything from the treasurer to the collector. Slowly we built our team and rotated the 10 cr of capital to disburse 100 cr of loans – not a single rupee was lost. There were several challenges at that time for e.g., there was no CIBIL score, financial discipline was lacking, people were still learning how to take a loan and repay it and customer ids didn’t even have a photograph. But somehow, we managed.

The period from 1996 to 2002 taught me everything I needed to learn – how to lend, how to collect, how to manage people, read people’s body language, and most importantly how to manage yourself in different situations. I follow all of that until today, and my team also benefits or suffers from those learnings of mine even today. In those 7 years, we would have dealt with 2000 customers out of which 500 defaulted. That was the ratio of defaulters – 25%. But we managed and there were actually no NPL’s.”

Partnering with HDFC Bank

“In 2002, retail credit was beginning to take off, but our HNIs started pulling their money out, as they wanted a higher return. However, at that time, the most premium bank in the country, HDFC Bank, appointed us as their channel partner. The model we followed was very simple – AU was responsible for sourcing the customer, KYC processing and doing on the ground diligence while loans were booked on HDFC’s balance sheet. HDFC is perceived to be a conservative bank, and it is – however, they gave me Rs 400 cr, on a net worth of only Rs 5 cr! They made an exception in our case due to our strong track record, through execution, sound knowledge of the market, and most importantly our integrity.

By 2008, our net worth had increased to Rs 10 crore through internal accruals. At that time, HDFC told us that we can’t give you any more capital, as we were overleveraged, and that we now needed to bring in equity capital if we wanted to grow.”

Growing the balance sheet and partnering right

“I had two choices at that point, I could continue in Jaipur, keep my ambition under control and live comfortably or figure out what else is possible. I chose the latter and this marked the beginning of my partnership with Motilal Oswal. Its easier to raise equity now, back in the day shareholder agreements used to look like loan agreements with min IRR requirements, etc. As luck would have it, a few months after we raised equity, the Lehman Brothers crisis broke out and most banks stopped funding. We were supported once again by HDFC – they were our saviour and I will cherish my relationship with them always. Once the market settled down, having survived this negative environment, there was no looking back.

Our next major investor was IFC. For the entrepreneurs here, I want to say that you have to be selective about your investors, who will help with not just capital – there should be added value they bring to the table apart from money. IFC was giving me 20% lower valuation, but I knew that I didn’t have any lineage to fall back on. As a first-generation entrepreneur, I had to raise money on the strength of my balance sheet and not basis my family name. I knew that partnering with IFC would shift the perception of AU within the industry, especially for PSU banks. After their investment, we grew from one bank relationship with HDFC to 40 bank partnerships. One thing led to another and Warburg Pincus, ChrysCapital, and Kedaara Capital all came on board after that.”

Consistent performance

“From 2008 onwards, we started diversifying from vehicle lending and got into other forms of secured lending like a loan against property, home loans etc. We never tried unsecured lending and never ventured into microfinance or gold finance. Those were very popular products at that time but focusing on what we were good at resulted in a consistently strong performance. We never had a bad year. In the world of finance, the margin of error is very less. If you have a bad year you can almost never come back. Good companies survive regardless of the market condition, you can never blame the market for your company’s poor performance. In 2015-16, we were a successful NBFC, our RoA was close to 3% with an asset base of close to 8,000 crores, with a RoE of 27-28% and everyone was chasing us – the question at that time before us was, what next?”

How we became a bank

“As an NBFC, it is very hard to manage a book of Rs 50,000 cr with the same efficiency and effectiveness as it’s a people dependent business, there are limits to the kind of products you can do and you can’t keep raising capital. Hence, we became a bank because we wanted to be there for the next 100 years and that perpetual platform can only be created through a bank. That is the biggest platform and it is not available at a price. It’s available through your integrity, business plan and execution. Today, we receive Rs 100 cr of money every single day. This is the same person who was struggling to raise Rs 10 cr in 1996, and is now getting money at the speed of Rs 100 cr every day – it feels amazing but there is a lot of responsibility!”

Part 2 of the two-part series features insights from Sharad Sharma:

Recognizing the Athletic Gavaskar moment in Indian Financial Services

“Indian financial services industry is going through its equivalent of the Athletic Gavaskar project of Indian cricket. The motive behind this project was to instil the importance of being athletic to successfully compete in the modern game. A new team was created with the rule that if you are not athletic, you cannot be a part of the team, regardless of other skills that you bring to the table. Virat Kohli eventually became the captain of this team and the results are for everyone to see. Similar yet contrasting stories played out in hockey and wrestling. In hockey, we lost for 20 years because we refused to adapt to the introduction of astroturf. However, in wrestling, the Akhadas in Haryana embraced the move from mud to mat with rigour, and Indian wrestling is already punching above its weight class and hopefully will do even better over time. The idea of sharing this is that similar to sports, sometimes an industry goes through a radical shift. Take the telecom space, for example, if Graham Bell came alive in 1995, he would recognize the telephone system, 20 years later he wouldn’t recognize it at all. The banking industry is going to go through a hockey/wrestling or communications type disruption and a lot of us are working hard to make it happen.”

Infrastructure changes lead to New Playgrounds

“All the banks and NBFCs put together are not serving the real India today. We have 10 million+ businesses that have GST id’s, out of which 8 million+ are big enough to pay GST on a monthly basis, but only 1.2 million have access to NBFC or bank finance. This is a gap that needs to be addressed and it cannot be solved through incremental innovations.

Entrepreneurs and incumbents should learn from what happened in the TV industry when new infrastructure became available. When India went from state-run TV towers in 34 cities to cable and satellite TV in pretty much every town, there was a massive new market that was unlocked that did not want to watch the same Ramayan or Hum Log TV serials. What transpired was an explosion of entertainment products because of the high demand stemming from the new markets and the TV channel players that reinvented their content is thriving today while others that did not, are barely surviving or have shut down.

So where does this leave the bankers? I think it is the biggest opportunity for the right banker who understands this problem, wants to serve this section of the market and is willing to reinvent the way they do their business and take advantage of the new infrastructure that will be available.”

Dual-immersed entrepreneurs have the biggest advantage

“Entrepreneurs who are immersed in the messiness of both the new infrastructure and the old problem are “dual immersed entrepreneurs”. They are the ones that succeed when a market shift is underway. Today this is not happening. Some of our city-bred entrepreneurs are more comfortable with California rather than Bharat. And some of our sales-oriented entrepreneurs are intimidated by the messiness of the new technology infrastructure.”

New Playgrounds need new Gameplay

“In a world where eKYC exists, and we can transfer money through UPI from a phone, and sign documents digitally – we are ready to deliver financial products on the phone and this is the disruption that is required. Access to credit drives the economy and with this new infrastructure, it is now possible to lend to the real India. However, it’s easy to give money, but the ability to get it back and keeping defaults at a minimum is the real trick. Even there we are moving towards seeing a radical improvement. Debt providers now have powers they never had and defaulters are being brought to book. Customers are now incentivized to build their own credit history to get better and lower interest rates over time. A new Public Credit Registry is coming to enable this at scale. But the biggest innovation is related to the dramatic shortening of the tenor. One can structure a one-year loan into 12 monthly loans or 52 weekly loans. This rewards positive customer behaviour and brings about the behaviour change that is needed.

There is no secret sauce here, it requires gumption – like that shown by Reed Hastings, founder of Netflix. He disrupted the TV and home video industry by first having the wisdom to go from ground to cloud and then again when they started developing original content. In both cases, he had little support from the board or investors. If you can reinvent yourself before it becomes necessary, you’re a winner but this is harder to do for a successful company. The legacy of success provides resisters with the clout to block change. The real beneficiary of Aadhaar based eKYC in the telecom world was not the incumbents but Jio – eKYC allowed Jio to acquire customers at an unprecedented scale and they saved INR 5000 crores on KYC costs as well.”

About iSPIRT

iSPIRT is a non-profit think tank that builds public goods for Indian product startup to thrive and grow. iSPIRT aims to do for Indian startups what DARPA or Stanford did in Silicon Valley. iSPIRT builds four types of public goods – technology building blocks (aka India stack), startup-friendly policies, market access programs like M&A Connect and Playbooks that codify scarce tacit knowledge for product entrepreneurs of India.

About AU Small Finance Bank:

AU Small Finance Bank Limited (AU Bank) started in 1996 as a vehicle financing NBFC, AU Financiers and scaled to touch over a million underbanked and unbanked customers across 11 states of North, West and Central India, prior to becoming a bank in April 2017. During this time, AU attracted equity investments from marquee investors such as IFC, Warburg Pincus, Chrys Capital, Kedaara Capital and recently went public when its IPO was oversubscribed ~54 times. Over the years, AU Bank, led by its founder Sanjay Agarwal, has created significant shareholder value with its equity value growing from ~$120 million in 2012 to current market capitalization of ~$3 billion.

Please Note: The blog was first published and authored by Matrix India Team and you can read the original post here: matrixpartners.in/blog

AI/ML Shift for SaaS Companies: Insights from SaaSx Fifth Edition

Early stage SaaS startups typically struggle with one of two things. When you are just starting out, the first struggle is all about mere survival. Will we find customers willing to use and pay for our product ? Good teams typically manage to find ways to negotiate that first challenge. The playbook has been sufficiently commoditized that if you execute well enough, you can actually succeed in getting those early customers. Its a challenge for sure, but is getting easier and cheaper to overcome — which takes me to the second challenge. Once you survive that initial phase, how do you continue to stay relevant and grow? For if you don’t grow, you’ve only prolonged the inevitable and will likely get disrupted into irrelevance by the next upstart that comes along. When you play in a commodity market, that’s the sad reality.

If you find yourself gaining customer adoption, you can be fairly certain that competition isn’t far behind. Unless you find a way to establish sustainable differentiation while you have that head start, you will ultimately die. And that differentiation now increasingly comes down to the value of the data flowing through your platform and how you are able to leverage it better than your competition. In other words, if you are not thinking about constantly learning from the data that you are gathering and enabling implicit intelligence via your products, the odds of survival are going to be stacked against you. Given the significance this topic carries for us at Swym, I was really excited to have the chance to sit in on Ashwini Asokan and Anand Chandrasekaran’s session on AI/ML for SaaS at SaaSx5. And they most certainly didn’t disappoint. With a lucidly laid out argument, their talk served as a strong wake-up call for the SaaS founders in the room that weren’t sufficiently worrying about this topic.

SaaS growth is slowing

Ashwini started out by underscoring the fact that SaaS growth was slowing in general. There’s no denying that most solutions are rapidly becoming commoditized — building a good product has gotten fairly prescriptive, costs have come down and barriers to customer adoption are a lot lower than they used to be. That inevitably leads to markets getting very crowded, making survival increasingly difficult. If you don’t stand out in very defensible ways, you will perish. To make matters worse, AI is slowly but surely causing entire categories of work to disappear — Customer Support, SDRs, Financial/Market Analysts, to name just a few examples. If those workers were your market and you were helping them be more efficient, you are in trouble because your market is disappearing with them. You better be evolving from being software that’s serving those people that in turn serve a function, to actually serving the function itself. Of course you do this with human assistance, but in a progressively intelligent fashion that makes you indispensable.

Embrace the platform mindset

In order to stay relevant, you really need to create a viable roadmap for yourself to graduate from being a simple feature that’s part of a larger platform (No one likes being told they are nothing but a feature, but this really is where most early stage SaaS products sit today) to becoming the platform itself over time. It can most certainly be done because the opportunity exists, and the access you have to your data and how you are able to leverage it is likely to be the most effective weapon to get you there. Think really hard about new use cases you can light up, automations you can now enable, important solutions that hitherto weren’t possible or practical — enabling those capabilities is what will give you stickiness. And you can in turn leverage that stickiness to allow others to build on the data platform you’ve created to expand your moat. Easier said than done of course, but it is the only path to staying relevant. Alexa, Salesforce, Adobe, Hubspot, and most recently Stripe with their just announced app store, all come to mind as stellar examples of execution on this strategy.

How should I be thinking about Data Science?

Anand followed that up with some really good advice on how to go about this, especially touching on what not to do, and it was clearly resonating with the audience. For instance, when he highlighted the fact that most AI initiatives that start with “Here’s the data I have…what can I do with it?” are doomed from the get go, a lot of heads in the room were nodding in agreement — seemed like a pretty common trap that folks had fallen into. Instead, his advice was to identify the end goal that mattered first, with the caution that this could be deceptively challenging. Once that goal is well understood, then focus on the data you have and the gaps that exist — and your challenge basically boils down to filling those gaps and cleansing/validating your data. Those are your most critical, time-consuming steps in the process for once you get the data quality you want, it becomes much simpler to build and iterate your model around that and figure out how to engineer this into a repeatable part of your workflow. The sub par data quality is one of the most common causes for AI projects “failing” and no amount of modeling proficiency will save you from bad data or a poorly understood problem statement.

Get on the train, but don’t lose sight of what got you here

I’m really glad to have had the benefit of listening to their talk in person, and now that I’ve let the arguments sink in over the past couple of weeks, a few truths have become indisputably clear in my head. The AI shift is not one you can ignore as a SaaS founder. If you don’t get on the train, you’ll likely end up under it. And no, getting on the train doesn’t mean simply attaching a “.ai” to your domain name and claiming success. It really comes down to internalizing your vision for why you exist, identifying in very clear terms how your roadmap to making that vision a reality will need to evolve given the AI shift. How do you see your problem space changing in the the next 2–5 years thanks to AI, and what does that mean for you? And given your existing strengths, what can you do to make the most of that shift?

Its important to remember that a lot of the fundamentals of a good SaaS story still don’t change. For instance, a sound distribution strategy is still very much necessary, for without sustainable access to customers, the rest of it is moot. Likewise, you want to be able to protect the access you have to your most valuable asset, your data) and lower the barriers enough for adjacent players to be able to work seamlessly with your offering. All those advantages you have still very much matter. Really, the biggest mental shift you need to make is thinking very deliberately about how the world around you is changing because of AI, and how you leverage those strengths so you continue to have proprietary access to the data you need and become an integral part of that change.

The article is authored by our volunteer Arvind Krishnan, CEO & Founder – Swym Technologies.

Volunteer Hero: Nikhil Kumar

iSPIRT volunteers are strivers. We seek the good for our nation and our ecosystem. We brainstorm, ideate, experiment, build, and evangelize to fulfill our mission of making India a Product Nation. Every volunteer draws us into an ever-enlarging realm of intellectual possibilities and purposeful engagements.

Take Nikhil Kumar for instance. He stepped up almost two years ago to evangelize UPI and handhold its early adopters. He set out to create winning implementations that would put traditional payment systems to shame. Needless to say, this wasn’t an easy thing to do. There was no template to follow. And, most didn’t believe in the potential of this new breakthrough payment system. But this didn’t faze Nikhil. He had chosen his adventure inside iSPIRT and nothing could hold him back.

Today, UPI is a success story. However, that’s not the full story.

Nikhil showed us how to stay cool under fire, to foster affinity, and skillfully navigate diverse opinions amongst many stakeholders. His all-hands-on-deck work ethic came with an ability to take decisive action when the situation demanded it. He showed that a young volunteer can be a visionary with big plans and the capacity to bring them to life. He has set an example for all of us on how to pay-forward and serve a cause bigger than all of us. All this makes him an iSPIRT Volunteer Hero.

iSPIRT Volunteer Heroes – Vivek Raghavan, Rohith Veerjappa, Nikhil Kumar

From tomorrow, Nikhil is shifting gears. He is stepping away from being a volunteer-in-residence. He is taking a few months break. After that, he plans to create a startup. This is great news for iSPIRT. While our India Stack and other technology public platforms create possibilities, it is the products and services that create value. We need all elements of a healthy society – sarkar, samaj, bazaar – to come together to solve population scale problems sustainably. So, we wish him all the very best in this new pursuit of excellence.

All shifts require an adjustment. While Nikhil will remain a part-time iSPIRT volunteer working on WANI, he will no longer be the iSPIRT voice on payments for media, policymakers, startups and financial institutions.

Nikhil’s lasting legacy is that he opened up iSPIRT volunteering for talented youngsters under-30s. Today we have more than a dozen young power volunteers. He has helped all of us see the particular gifts that these young volunteers bring to the cause. His spirit will live on!

By Sharad Sharma, Pramod Varma and Sanjay Khan Nagra for Volunteer Fellow Council

Deeper Strategic Partnerships – Pitching for Significant Scale and Co-Creating the Value

David Vs. Goliath had a happy ending, but the odds of beating Goliath as a startup are slim and most startups do not have a fairytale ending, unless…

At SaaSx5, I had the opportunity to hear Vijay Rayapati share his story of Minjar. This was a fairy tale with all the right ingredients that kept you engrossed till the end. With angels (investors) on their side, along with Minjar and Vijay’s prior experience, Minjar could have faced many Goliaths in their journey. Instead of going the distance alone, Vijay followed the Potential Strategic Partner (PSP) playbook (Magic Box Paradigm) and identified one in AWS. His reasons were clear, one of the biggest challenges a startup faces is distribution. And, a PSP can open several doors instantly, making distribution easier, revenue growth faster and gives the startup multiple options. As a startup, you need to think about a PSP early in the game at the “Flop” and not at the “Turn”. You need time to develop a PSP and you need to start early.

Identifying a PSP in your vertical maybe easy, but building a relationship with them is the hardest. It requires continuous investment of time to build the bond with the PSP such that they become the biggest evangelist of your product. This involves building relationships with multiple people at the PSP -from Business, Product & Tech- to make sure you have the full support from the company to scale this relationship without roadblocks. In the case of Minjar, with AWS as their PSP, it opened roads to customers, built their brand and also increased the value of the company. One of the highlights of the Minjar story was about the CTO of AWS, evangelizing the product at their conference. As Vijay ascertained “Invest time in people who can bring visibility and credibility to your company”. Focusing on these people is a sales channel by itself, and a Founder has to be involved in building that channel when it shows glimmers of hope. The Minjar story had a happy ending, because they invested more time in building their PSP relationship and limiting other marketing activities: they did not spread themselves too thin. This involved multiple operational changes like training, presenting thought leadership & co-selling at conferences, and making sure the end users at the PSP are successful in using your product.  It is also important to note that a partnership is not a reseller or transactional relationship. A partnership is a relationship of strengths, in which each entity brings unique skills and together provides exponential value to the end customer. Partnerships work when you have champions leading on both sides of the table and one of the best outcomes a PSP can provide to a startup is a strategic acquisition. A PSP is one of the best ways for a startup to exit, especially if you have not raised a lot of capital.

At Tagalys we have tried to develop relationships with PSPs; twice, and we seem to be making good progress today after one failed attempt. My learnings resonate with Vijays’ and some of them are

Persona: Not every large enterprise, who might also serve your target customer, is a valid PSP. An enterprise is an ideal PSP if the value you provide as a startup is something that can be incorporated into the product or process of the Enterprise, and without which the end value of the enterprise depreciates. If your startup is not important to the customers of the PSP, then they are not a match for your startup.

Timing: In your early days, a startup needs to focus on customers, customers and more customers. A PSP is likely to work with you only if you are part of the affordable loss for them. Very early in your stage the risk is too high for the PSP to consider the relationship an affordable loss. Remember, you are adding value to the PSP, hence any risk in the value proposition you bring to the table, is a risk to the end customer. Only after having proven your value to your own customers, will a PSP be willing to take you to their customer.

Credibility: Today, Tagalys works with many recognizable customers in the country and that makes the process of gaining credibility & trust easier. Your product is only as good as what your customer says it is. For a PSP to work, you need buy in from stake holders like the CEO, CTO & Product Managers and they are going to put their neck on the line if they can trust you. Customer references are the best channels to gain trust.

Lifecycle: As CEO, I have time to invest in meeting with various stakeholders at the PSP because our product is in steady state. This steady state of the product is theright time to speak with a PSP because your team can take on this additional responsibility. We also have a clear understanding of our expected outcomes, risks and upside in working with the PSP, hence our conversations are well guided and makes the discussion very productive.

Bill of Materials: While Tagalys is a line item in what the PSP provides to the market, we are an important line item who can potentially extrapolate the end value provided to the customer.

Not every startup can find a strategic partner, but one thing is for certain, as Vijay said, “You miss 100% of the shots you do not take”.

Antony Kattukaran is the Founder & CEO of Tagalys. Tagalys is a merchandising engine for online retailers, dynamically predicting what products to display across search & listing pages to increase conversion.

Public Procurement (Preference to Make in India) Order 2018 for Cyber Security Products

‘Digital India’ is one of the flagship programmes of the Government of India (GoI) with an aim to transform the country into a digitally empowered economy. Given the massive push that the government is giving to this programme, some radical changes have taken place across the country at both the public as well as at the government level in terms of digitization. However, it is also a reality that the growing digitization has increased vulnerability to data breaches and cyber security threats.

According to the Indian Computer Emergency Response Team (CERT-In), more than 22,000 Indian websites, including 114 government portals were hacked between April 2017 and January 2018, including the Aadhaar data leak in May 2017. These incidents clearly emphasized a strong need for cyber security products to tackle the threat to India’s digital landscape. In fact, last year, the Union Ministry of Electronics & Information Technology (MeitY) had directed all ministries to spend 10% of their IT budgets on cyber security and strengthen the Government’s IT structure in the wake of cyber threats.

Now, in order to be prepared for cyber breaches, the government entities need sophisticated security products and solutions. Currently, there is a heavy reliance on the foreign manufacturers to source these products as there are a handful of domestic players operating in this space. MeitY had issued a draft notification in June 2017 stating its preference to procure domestic cyber security products and give further impetus to the government’s flagship programme ‘Make in India’, thereby also boosting income and employment in the country.

The good news is that now the government has mandated ‘Public Procurement (Preference to Make in India) Order 2018 for Cyber Security Products’ policy which was released on July 2, 2018. With this policy in place, the local manufacturers will get the much required clarity and support to produce cyber security products. As the participation of domestic players increases in the cyber security industry, it will not only make the digital economy stronger and safer for the nation, but also enhance the ability of the suppliers to compete at a global business level. At the same time, it will also give an opportunity to foreign players to invest in the Indian cyber security product manufacturers which in turn will enable India to channel more FDI into the economy.

Let’s take a look at the key highlights of this policy are:

What is the objective?

Cyber Security being a strategic sector, preference shall be provided by all procuring entities to domestically manufactured/produced cyber security products to encourage ‘Make in India’ and to promote manufacturing and production of goods and services in India with a view to enhancing income and employment

Who are the procuring entities?

Ministry or department or attached or subordinate office of, or autonomous body controlled by the Government of India (GoI) which includes government companies.

Who qualifies to be a ‘local supplier’ of domestically manufactured/produced cyber security products?

A company incorporated and registered in India as governed by the applicable Act (Companies Act, LLP Act, Partnership Act etc.) or startup that meets the definition as prescribed by DIPP, Ministry of Commerce and Industry Government of India under the notification G.S.R. 364 (E) dated 11th April 2018 and recognized under Startup India initiative of DIPP.

 AND

Revenue from the product(s) in India and revenue from Intellectual Property (IP) licensing should accrue to the aforesaid company/startup in India.

How big is the government opportunity?

There is a huge government opportunity waiting to be leveraged, especially because MeitY had asked all ministries to spend 10% of their IT budgets on cyber security.

What are the key benefits of the policy to the local supplier?

The main benefits of the policy that local suppliers can avail are:

  • Procurement of goods from the local supplier if the order value is Rs.50 lacs or less.
  • For goods that are divisible in nature and the order value being more than Rs.50 lacs, procurement of full quantity of goods from the ‘local’ supplier if it is L1 (refer the note below). If not, at least 50% procurement from the local supplier subject to the local suppliers’ quoted price falling within the margin of purchase preference.
  • For goods that are not divisible in nature and the order value being more than Rs50 lacs, the procurement of the full quantity of goods from the local supplier if it is L1. If not, then the local supplier will be invited to match the L1 bid and the contract will be awarded to the local supplier on matching the L1 price.
  • The cyber security products notification shall also be applicable to the domestically manufactured/produced cyber security products covered in turnkey/system integration projects. In such cases the preference to domestically manufactured/produced cyber security products would be applicable only for the value of cyber security product forming part of the turnkey/ system-integration projects and not on the value of the whole project.

Note: L1 means the lowest tender or lowest bid or lowest quotation received in a tender, bidding process or other procurement solicitation as adjudged in the evaluation process as per the tender or other procurement solicitation.

How do I get my cyber security product listed to start getting the benefits of this policy?

You need to get your product evaluated and approved by the empowered committee of the government.

The ‘Public Procurement (Preference to Make in India) Order 2018 for Cyber Security Products’ policy is a commendable step in the direction of providing a robust leap to ‘Digital India’ and ‘Make in India’ programmes.

Get complete details about the policy here. You can also reach the author for more details @ ashish.tandon@indusface.com

About Author:

Ashish Tandon, Founder & CEO – Indusface

Ashish Tandon a first-generation entrepreneur with a rare combination of strong technology understanding and business expertise has successfully lead and exited several ventures in the areas of security, internet services and cloud based mobile and video communication solutions. Under his leadership as founder & CEO, Indusface a bootstrapped, fast growing and profitable company, has been recognized as an award-winning Application Security company with over 1000+ global customers and a multi-million $ ARR. He is also closely associated with the government and industry bodies of India in drafting of the various Software Product & Security related acts, regulations & policies. Connect with him on LinkedIn or Twitter.

Scaling Sales: A Deep Dive At SaaSx Fifth Edition

As a first time attendee of iSPIRT‘s annual SaaSx conference, I didn’t know what to expect as we drove along the western coast of India towards Mahabalipuram – the venue for SaaSx5. From all the chatter around the event on Twitter, it looked like the who’s who of SaaS leaders in India were attending. Upon arrival, I took my seat with my colleague and looked around. There were only about 100 people in the room, very different from most conferences I’d attended in the past – a lot more exclusive, and a melting pot of SaaS founders building a diverse set of products. It had all the markings of an inspiring day, and it did not disappoint.

Starting with a keynote from the estimable founder of Zoho, Sridhar Vembu, the day was packed with talks and discussions focused on growing one’s SaaS company in the current technology landscape, primarily led by founders of notable SaaS companies of the country. One such event was an unconference on “Setting up and Scaling Sales across Segments and Geographies”, led by Ashwin Ramasamy from PipeCandy.

Picture this: about 80 founders seated in a room, circled around Ashwin who was leading the conversation about setting up and scaling your sales team. Since the flat organizational hierarchy at SignEasy, and the culture of openness at the company provide me with a wonderful vantage point of all functions across our company, including sales, I was eager to listen to the different perspectives that the founders brought to the table. At the start of the discussion, Ashwin graciously asked the audience for talking points they’d like covered, and the discussion began. A plethora of topics were discussed, starting from the very definition of inside sales, leading up to when and why to deploy an inside-sales team. Hiring and putting together the right sales team, including whether it should be in-house or outsourced, was another hot topic of debate with many founders offering their own experiences and perceptions.

The conversation then steered towards outbound sales and the mechanics and economics of that, which contributed to some of the biggest takeaways for me – things that cannot be found in a book and are only learned through experience.

The success rate of outbound sales peaks at 2%, as opposed to the 40-50% success rate you come to expect with inbound sales. This was an interesting insight, as it’s easy to assume your outbound effort is underperforming when it could actually be doing quite well. Also, you should use the interest you’re receiving through the inbound channel to refine your outbound strategy – your inbound interests are a goldmine of information on the kind of industries, company sizes, and job functions your potential customers represent. At SignEasy, we are constantly honing our outbound target by capturing as much information as possible from our inbound requests.


Further, the efficacy of your outbound sales effort is a direct function of the maturity of the market you’re in – for a saturated market with tens of other competitors, outbound usually fails to make a mark because it’s difficult to grab a potential customer’s attention. This is a great rule of thumb to decide if outbound is for you, depending on the market your product serves.

Outbound sales also requires dedicated effort rather than a ‘spray and pray approach’ – a minimum 6-month commitment is crucial to the success of your outbound strategy. Founders should be deeply involved in this initial effort, sending out 500 emails a day for at least 3 months, and tweaking and iterating through them as they get to the most effective email. It’s also important to dedicate yourself to a channel when experimenting, but also experiment and exhaust numerous channels over time to zero in on the most effective ones.


The value of this discussion, and indeed the day, was best expressed by the ferocity with which my colleague and I took notes and wrote down every piece of advice that was being dropped around the room. Being product leads of the SMB business and mobile products respectively, Phalgun and I were amazed at how much we could relate to each point being discussed, having been through and living the journey first-hand ourselves at SignEasy.

SaaSx5 was nothing short of inspiring, and we emerged from it feeling uber-optimistic about SaaS in India, and what the future holds

This blog is authored by Apoorva Tyagi, Product at SignEasy

The First 50 Confirmed Companies at #SaaSx5

We are almost there. Only 3 days for #SaaSx5.

For people who are have attended earlier SaaSx I don’t need to tell this, but for all those who are attending the event for the first time – SaaSx is an informal event for knowledge sharing by SaaSprenuers for SaaSprenuers. This is why we have it on the beach for the last 3 years. 🙂

If you don’t know what this is about, SaaSx5, iSPIRT Foundation flagship event for software entrepreneurs of India, is being held in Chennai on 7, July 2018 (Saturday). SaaSx has been instrumental in shaping Global Software from India in the last 3 years. This year the theme is to help SaaS entrepreneurs setup for growth over the next 1-2 years.

So the first 50 confirmed list #SaaSx5 companies is here. It has been a slog for us going through all the applications we received, especially the initial drive to set extremely fair criteria and process. Listening to feedback from earlier SaaSx this year we decided to allow Founder and +1 (from their leadership team). Having a tag team we believe is extremely helpful to the founders in learning, assimilating and taking it back to their teams. This also meant that given the small limited space we had to be strict in our curation to ensure most SaaS product startups had an opportunity.

By the time this post goes live many other invites will have been sent and confirmed. We will continue to announce the companies finalized as we go along, so they can start preparing for the amazing sessions.

There are still spots, so if you have not registered or confirmed your invite (check your email), please do it quickly.

saasx5

In no particular order, here are the first 50 (based on their confirmations).

  1. 3Five8 Technologies
  2. 930 Technologies Pvt. Ltd.
  3. AceBot
  4. ADDA
  5. Airim
  6. Almabase
  7. Appointy
  8. Artifacia
  9. Artoo
  10. Asteor Software
  11. BlogVault Inc
  12. Bonzai digital
  13. CogniSight
  14. DevSys Embedded Technologies Pvt Ltd.
  15. FactorDaily
  16. FlytBase
  17. FormGet
  18. Fourth Dimension Software Systems India Pvt Ltd.
  19. Fyle
  20. Gaglers Inc
  21. Godb Tech Private Limited
  22. inFeedo
  23. Infilect Technologies Private Limited
  24. InMobi
  25. Inscripts
  26. JKL Technologies
  27. Leadworx
  28. LiveHealth
  29. Lucep
  30. Mindship Technologies
  31. Netcore Solutions
  32. Olivo Inc
  33. Omnify Inc
  34. Playlyfe
  35. Plivo
  36. PushEngage
  37. QueryHome Media Solutions Ind Pvt Ltd.
  38. ReportGarden
  39. Rocketium
  40. ShieldSquare
  41. Siftery
  42. SlickAccount
  43. Stealth
  44. Strings.ai
  45. Syscon Solutions Pvt. Ltd.
  46. Tagalys
  47. United Translogix Pvt Ltd
  48. Vernacular.ai
  49. Waffor Retail Solutions Pvt Ltd.
  50. webMOBI

[Update: Next 20+ also announced]

All confirmed participants will receive further information in their mailboxes.

Looking forward to an amazing #SaaSx5!

Thanks to our many behind the scenes volunteers who have been tirelessly working on getting us this far and continuing on. Thanks to Chirantan & team from Software Suggest for crafting this post.

Building for Bharat – A Bharat Inclusion Initiative

Bharat Inclusion Initiative seeks to equip entrepreneurs with the right knowledge, skills and tools they need to solve some of the toughest problems of India in a scalable manner using technology. While Bharat Inclusion Research Fellows are working on some of the most interesting studies, another important source of knowledge is thought leaders and domain experts who have been there and done that. In this three-part video series, we have Dr Pramod Varma, the Chief Architect of Aadhaar, providing his perspective on how entrepreneurs can go about building solutions for Bharat.

Part 1: The Key Construct

What are Bharat’s unique attributes? Its needs and aspirations? With data becoming one of Bharat’s key assets, how can entrepreneurs leverage it to provide solutions that matter? Watch the video to know some answers to these questions and much more.

Part 2: The Journey So Far

How to leverage the opportunity made available through Data empowerment? Know how Aadhaar, India’s biometric ID, has fundamentally changed the economics of reaching the poor. Understand how the Aadhaar platform has aided in building further platforms of IndiaStack such as eSign and Digilocker which have further reduced cost and increased trust at scale. The video rounds off with another uniquely Indian platform — Unified Payment Interface (UPI).

Part 3: Exciting Times Ahead

Reimagine solutions. With the newer domain, specific stacks being built, learn how even seemingly unrelated domains can use these platforms to offer innovative solutions. With GST and BBPS already in place, and more being built around transport (ETC), National Health Stack, Diksha and Drone Stack it has been never this good for entrepreneurs crafting solutions for Bharat. Watch the video to understand how.

____________________

What is Bharat Inclusion Initiative?

Bharat Inclusion Initiative (BII) is an incubator platform at CIIE that provides entrepreneurs with the domain knowledge, training, financial support, mentorship, and market access they need to bring inclusive, for-profit-business to life. BII’s core design is to promote technology-driven entrepreneurship towards the delivery of affordable services to the Bharat Segment- the poorest 200 million households in India who survive on less than $5 per person a day through programs, fellowships, and funding where possible.

The program focuses on solutions leveraging technology, especially the India Stack. It integrates financial inclusion research with entrepreneurship and training to transform these solutions into scalable, viable and high impact businesses.  Keen on partnering with entrepreneurs who are driven by building next-generation digital services for India. Reach out to us at bharatinclusion@ciieindia.org or ask your questions in the comments section below.

Please note: The above information was first published by Bharat Inclusion Fellows here: https://medium.com/bharatinclusion/building-for-bharat-df8b12867271

First AI/ML Playbook Roundtable – Playing With the New Electricity

This is a Guest post by Krupesh Bhat (LegalDesk) and Ujjwal Trivedi (Artoo).

AI is seen as the new electricity that will power the future. How do we make the best of the opportunity that advancements in AI technology brings about? With this thought in mind iSPIRT conducted a symposium roundtable at the Accel Partners premises in Bengaluru on March 10th. Accel’s Sattva room was a comfortable space for 20+ participants from 11 startups. There were deep discussions and a lot of learning happened through subject matter experts as well as peers discussion. Here’s a quick collection of some pearls, that some of us could pick, from the ocean of the deep discussions that happened there.

Products that do not use AI will die soon. Products that use AI without natural intelligence (read common sense) will die sooner.

– Manish Singhal, Pi Ventures

Starting with that pretext, it isn’t hard to gather that AI is not just a promising technology, it is going to be an integral part of our lives in near future. So, what does it mean for existing products? Should everyone start focusing on how they can use AI? Are you an AI-first company? If not, do you need to be one? After all, it does not make sense to build the tech just because it appears to be the next cool thing to do. If you are building AI, can you tell your value proposition without mentioning the word AI or ML? have you figured out your data strategy? Is the need driven by the market or the product?

Before we seek answers we must clarify that there are two types of products/startups in the AI world:

First, an AI-first startup – a startup which cannot exist without AI. Their solution and business model is completely dependent on use of Artificial intelligence (or Machine Learning at least). Some examples of such startups in local ecosystem are Artifacia and Locus.sh.

Second, AI-enabled startup – startups with existing products or new products which can leverage AI to enhance their offering by a significant amount (5x/10x anyone?). Manish has a very nifty way of showing the AI maturity of such companies.

The session was facilitated by several AI experts including Manish Singhal of pi Ventures, Nishith Rastogi of Locus.sh, Shrikanth Jagannathan of PipeCandy, Deepak Vincchi of Julia Computing.

Maturity Levels of AI Startups

After a brief introduction by Chintan to set the direction and general agenda for the afternoon, Manish took over and talked about the various stages of AI based companies. Based on his interactions with many startups in the space, he said there are roughly four growth stages where different companies fall into:

Level 1No Data, No AI: An entity that solves a business problem and is yet to collect sufficient data to build a sustainable AI business. The AI idea will die down if the company fails to move to state 2 quickly. Business may be capturing data but not storing it.
Level 2Dark data, No AI: The company holds data but is yet to build solid AI/ML capabilities to become an AI company. There is a huge upside for such companies but the data strategy needs to be developed and AI capabilities are not mature enough to be considered as an AI/ML company.
Level 3Higher automation driven by data and AI: These are the companies that have built AI to make sense out of data and provide valuable insights into the data using AI/ML, possibly with some kind of human assistance.
Level 4Fully autonomous AI companies: These are the companies at the matured stage where they possess AI products that can run autonomously with no human intervention.

Manish also noted that most companies they meet as a VC are in level 1 and 2, while the ideal level would be 3 and 4. He noted that AI comprises of three important components: Data, Algorithm & the Rest of the System that includes UI, API & other software to support the entire system. While it is important to work on all three components, oftentimes, the data part doesn’t get enough importance.

Do You Really Need Artificial Intelligence?

A whole bunch of solutions are smart because they are able to provide additional value based on past data. These are not AI solutions. They are merely rule based insights. Nishith from Locus added that there is nothing really wrong with rule based systems and in a lot of cases AI is actually an overkill. However, there are two cases where it seems apt for startups to look at AI for their predicament:

  1. Data is incomplete: An example of this is Locus who gets limited mapping for gps coordinates and addresses.
  2. Data is changing constantly: A typical case was of ShieldSquare where bots are continuously evolving and improving and the system deployed to identify them also needs to learn new patterns and evolve with them.

It is important to have clarity on your AI model especially when you communicate with your internal teams. Figure out what is the core component of your product – AI, ML, Deep Learning or Computer Vision.

What’s Driving Your AI Approach?

There are two major driving forces that can help one in deciding whether to AI or not to AI.

  1. PUSH: The internal force when decision can largely be taken if your business is sitting on a lot of useful data, may be as a side effect of your key proposition.
  2. PULL: The external market driven force where clients expect or ask for it e.g chatbots. We are already observing that AI can be a great pricing mechanism.

However, take great caution when using Customer data or Derived data, it depends on legal agreement with clients and can get you into legal troubles if it violates any terms.

Is Your Data Acquisition Strategy in Place?

Anyone interested in AI should have a data acquisition strategy in place. Here are a few points that can help you get one in place:

    • What data do you collect, How do you validate it, Clean it and store it for further analysis?
    • Surveys and chatbots can provide a steady stream of data if built correctly
    • Think of data as a separate entity (has its own lifecycle), it may help to think of it as a currency and plan how you would earn, store and utilise it
    • Capturing location, user interaction data can be insightful. This may include the interactions user has committed and the ones they have not committed (deleted/skipped/hidden)
    • It makes sense to invest time, resources and people to gather data properly
    • Have a unified warehouse (can start with economical options like Google Analytics and AWS)

It is also important to give some thoughts on how you are using aggregate data across the platform. In case, if your AI model uses a combination of customer specific data and the sanitised aggregate data available in the platform (“Derived Work”), then you should make sure that you have the permission to use such data. Without such clarity, you may run into legal issues.

Deepak Vincchi explained how Julia Computing is emerging as the programming language of choice for data scientists. The platform can process 1.3 million threads in parallel and is used by large organizations to crunch data problems.

In all this was an extremely engaging 3 hours without break. Guiding the session with real examples by Nishith, Shrikanth and also shared learnings from Navneet and others really helped bring to life Why AI and How AI. This symposium is part of an AI playbooks track was aimed at kickstarting cohorts of startups ready to jump with AI and help them get traction with AI, more will emerge on this shortly.

10 startups attended this mini-roundtable session – Acebot, Artifacia, Artoo, FusionCharts, InstaSafe, Klove, LegalDesk, Rocketium, Rubique, ShieldSquare.

Thanks to volunteers Rinka Singh and Adam Walker for their notes from the session and Ankit Singh (Mypoolin/Wibmo) for helping coordinate the blog post & note

* All iSPIRT playbooks are pro-bono, closed room, founder-level, invite-only sessions. The only thing we require is a strong commitment to attend all sessions completely, to come prepared, to be open to learning & unlearning, and to share your context within a trusted environment. All key learnings are public goods & the sessions are governed by the Chatham House Rule.

Featured photo by Matan Segev from Pexels https://www.pexels.com/photo/action-android-device-electronics-595804/

The History and Future of Angel Tax

“I propose a series of measures to deter the generation and use of unaccounted money. To this end, I propose:

Increasing the onus of proof on closely held companies for funds received from shareholders as well as taxing share premium in excess of fair market value.”

When ex-Finance Minister Pranab Mukherjee introduced angel tax in 2012, it created an uproar in the fledgeling startup and angel investor community. While the purpose of this section was to reduce money laundering by imposing the hefty tax rate of 30.9 percent, it had several inadvertent consequences.

There were several cases of money laundering by Jaganmohan Reddy that were caught by the Enforcement Directorate, who revealed that people had “paid bribes to Reddy in the form of investments at exorbitant premiums in his various companies to the tune of Rs 779.50 crores apart from making payment of Rs 57 crores to him in the guise of secondary purchase of shares and donation of Rs 7 crores to the YSR Foundation”.

To prevent such abuses of the law, the government clamped down and stated that any unjustified share premium given by a private company would be taxed as income in their hands. But to catch one culprit, they threw the book at many innocents. The relevant law known as section 56(2)(viib) of the Income Tax Act came to be known as the angel tax section. Many startups which are private companies and had issued shares at a premium to angel investors ended up facing notices from the tax authorities under this section. This premium is treated as income in their hands, classified as “income from other sources” and taxed at the maximum marginal rate of tax.

The ‘Startup India’ initiative changed all that. Under the stewardship of the Honourable Prime Minister, startups became a focus area. As per the ten points in the Action Plan, if a startup was registered post- April 1, 2016, then the angel tax was not applicable to the startups. The move had helped startups operating in that area, but a problem still existed for startups that were incorporated before 2016. In fact, in December 2017, many startups received notices and orders for the Financial Year 2013-14. A few entrepreneurs who faced income tax notice hassles launched an e-petition called Change.org in January 2018 so that the government could take some concrete action in Budget 2018.

iSPIRT has taken up the matter with MoF and DIPP on the same. We had made some representations to MoF specifically before the budget. In the budget, the Finance Minister made a statement on continued assistance to the Angel Ecosystem. Due to rigorous efforts that went into sharing of information by these startups, we have recently seen MoF making the welcome announcement.

As per the latest announcement, angel tax would not be applicable on startups which are incorporated before 2016, fulfil the criteria under Startup India Policy and have been granted angel funding up to Rs10 crores. It is believed that at least 300 startups will get a breather from angel tax. The government is also likely to establish a separate committee for the recognition of startups that meet these criteria.

In a further relief to startups, the Finance Secretary Hasmukh Adhia also announced that income tax officers would not take precipitate action and will proceed only after the first set of appeals decided in appellate cases. The exact phrase they used was “no coercive action”, which helped many startups heave a collective sigh of relief. All pending appeals by March 31, 2018, will be quickly addressed.

If you are a startup and need further guidance on angel tax, you should follow the steps below:

  1. Register at DIPP for a startup even if you were incorporated before 2016 and currently are still a startup as defined by DIPP by logging onto this site and filling up the form at https://www.startupindia.gov.in/registration.php.
  2. If you are a startup as per DIPP definition, then get your DIPP certification. All startups which may have raised funding post-April 2016 and are registered with DIPP will not have angel tax applicable to them.
  3. If you are a startup which has received income tax notices for years before 2016 and is still eligible to register as a startup, then please register yourself with DIPP. You can share the registration certificate and relevant notifications with the assessing income tax officer to get an exemption from angel tax.
  4. If you are a startup which has received income tax notices for years after 2016, then please repeat step 2 mentioned above and then appeal against the order. It is important that due process is followed so that the redressal measures taken by the tax authorities can come into effect.

These startups do not have to pay 20% of the tax order at the time of appeal as this has been a one-time exception granted till 31st March 2018 to avoid hurting the sentiments of the startup ecosystem. You can share the order with iSPIRT.

Also, pursuant to our meeting with MoF, we have been assured that the income tax officers in the various jurisdictions have been directed to exercise leniency on this till the new taxation regime for angel and venture capital investors comes into place, as announced by the Finance minister in his budget speech. The officers are aware of the hardships that startups now face and are doing their best to mitigate this within the ambit of the current law.

DIPP and MoF are also in the process of allowing a waiver to the earlier startups facing the angel tax issue, provided the investment made is under Rs 10 crores and subject to an Inter-Ministry board approving the same. This should happen in the next 5-10 days.

We will encourage all startups which have received notices and orders under Section 56 to follow the above steps to chart their way across the new announcements.  

Please forward your orders to nakul@ispirt.in enabling us to use these orders to take a strategic view to policy to help with this issue in the long term.

Start up India.

Stand up India.

This post is co-authored by Nakul Saxena and Siddarth Pai, Policy Expert Council Members, iSPIRT Foundation

iSPIRT’s Response to Justice SriKrishna committee’s White Paper on Data Protection Framework for India

Read more about the Data Protection Law here: https://pn.ispirt.in/india-in-a-digital-world co-authored by Shrikant Karwa and Sarika Mendu.
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