Kaleidofin: Fintech platform for the women, by the women

Goal-based savings, Mukherjee says, could be anything from expanding a tailoring business to sending a child to medical school to even building a bathroom in the house. “The journey is always hard,” she says, “and when you’re going on a path that has fundamentally been trodden before, you know it’s going to be more difficult, but this is what makes it worth it, and you get that satisfaction.”  

From London to Chennai

Life was pretty settled for Mukherjee, a Lady Shri Ram College and IIM-Ahmedabad graduate, in London where she worked with Deutsche Bank after graduation. The daughter of an Army officer, she says the fundamental idea of giving back comes closely from that upbringing.

At Deutsche Bank, Mukherjee worked in the credit derivatives structuring team before moving to Morgan Stanley. “I began to ask myself, why am I doing this? What impact am I having? What is my purpose? Do I respect the culture of this place? And I honestly could not answer any of those questions for myself and that left me with a little bit of emptiness.”

That meant, over time, during her visits to India, Mukherjee would spend time with people outside her domain, and work closely with NGOs focussed on primary education among others. “But I was also trying to find a place where my special skill in credit structuring in markets could be put to use,” Mukherjee says. That’s when she met Nachiket Mor, a former veteran at ICICI Bank who was busy setting up the IFMR Trust, which was looking to make the markets work for the poor.

“I was pretty struck by the vision,” Mukherjee says. Over the next 10 years, she worked at IFMR, where she became a co-founder and was also the founder of Northern Arc Capital, building capital markets’ access for financial inclusion, and Northern Arc Investments, an alternative fund management platform focussed on informal sector finance.

By 2017, she founded Kaleidofin, largely as an extension of her vision for inclusive finance.  It was also the time IndiaStack, a set of open APIs and digital public goods upon which third parties can build software with access to government IDs, payments and data, was finding its foot in the country. “It had a lot of promise and we got really excited about how we could impact customers at scale,” Mukherjee says. “There was also a qualitative aspect of the vision, which was to say, how can we make right financial products much more intuitive to customers.” 

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Much of that was because the target group for Kaleidofin remained vulnerable, Mukherjee says, with those who need savings, credit and insurance all put together. “We also had a sharp focus on women customers, in particular women in small businesses,” she explains. “I strongly believe that women like me are the product of the opportunities we’ve been given.”  

Kaleidofin started as a platform to connect large financial services providers, including banks and insurance, to women-led small businesses.  The company started with mutual funds, graduating to insurance companies before onboarding banks and lenders. Kaleidofin also partners with microfinance institutions and cooperative banks, all done through a wide network of agents. 

“The first product that we launched was with SEWA Bank,” Mukherjee says. “We took recurring deposit products and combined them with insurance to make a goal-based saving solution.”

Today, Kaleidofin offers four products. The first is Ki Score, which Mukherjee calls the company’s most mature product. Ki Score is a credit health and financial health score that helps a lender make credit decisions. “One of the big gaps that lenders have is that they don’t know how to underwrite the customer,” Mukherjee says. “So, it’s an AI/ML (artificial intelligence/machine learning)-based model.”

The second offering from the company is Ki Credit, a middleware that helps largely with the onboarding process and in conducting fraud checks for lenders. Kaleidofin also offers a risk management dashboard, Ki view, which can be used by lenders post-disbursement for monitoring and managing risks. “It also has alerts in natural language, which basically means that as a risk manager, I don’t need to look at 50 tables to figure out where the anomaly is and then figure out what to do,” Mukherjee says.

The last is Ki Cash, the company’s customer engagement platform, and a fully digital savings bank. “The bank account is a useful layer because it makes all the other financial products better,” Mukherjee says. “We want our customers to feel a sense of dignity.” It’s through this platform that the company engages in the distribution of mutual funds and insurance.  

All that has meant that the company is ready to break even, as it looks at the next phase of growth, on the back of a growing push towards financial inclusion in the country, led by a smartphone revolution.

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Indian fintechs are expected to generate revenue to the tune of $190 billion by 2030, according to a report by Boston Consulting Group. “When any loan goes through the platform, we make a platform fee, which is a percentage of either disbursements or AUM,” Mukherjee says. “We have lending income and the other is the fee for other IP products on a platform like Ki Score.”

It also helps that a majority of Kaleidofin’s board members are women, something uncommon in India’s corporate sector. “I know it’s unusual, and I can tell you it’s a huge competitive advantage.” The company operates through 50 channel partners spread across 17 states. 

“Sucharita and Puneet have been possessed founders with the ambition of making a serious impact at the bottom of the pyramid for India and even other parts of the world,” Ashish Fafadia, a partner at venture capital firm, Blume says. “Their product Ki Score combines Data, AI, and debt to make efficient credit decisions that help financiers price and distribute credit. I believe that over a period of time, most financial institutions will use data and technology better using Kaleidofin’s product range worldwide.”

Over the next few months, Mukherjee and her co-founder Gupta are gearing up to ramp up their credit platform in addition to improving the Ki Score offering. “We always want to be ahead of the curve,” Mukherjee says. “Whether it is on Ki Score, which means underwriting better or in retaining our customers better, we want to scale up our customer impact.”