Gourab Mukherjee and the work between the slides

Before the investment announcement, there was the rent. In 2018, Gourab Mukherjee was running a six-person startup in Singapore’s Block 71, paying around €100 a month for office space. A founder could spend more on a dinner than on those four weeks of somewhere to work. The address belonged to a former industrial building. The business belonged to a rather different economy.

Mukherjee had been born in Calcutta, now Kolkata, and had studied computer science in Singapore. Aktivo Labs was founded in 2017. In that early chapter, establishing the company and opening its bank account took a single day. Building a company that customers would pay for would take considerably longer.

The inexpensive office is a useful place to begin because it gives the story a scale one can picture. Six people need desks, decisions, and enough time to make their work intelligible to someone outside the room. The rent was modest. The task was substantial. Mukherjee credited Singapore’s government support and infrastructure with helping the company get started.

There is something pleasingly unglamorous about this beginning. No palace of innovation is required. A place to sit will do. What matters next is whether the people sitting there can produce something that survives contact with a customer. In Mukherjee’s case, that question would carry him from a small Singapore office into conversations with financial institutions, investors, and partners overseas.

A degree in technology, a job in translation

Mukherjee holds a double degree in Information Technology from Edith Cowan University in Australia. His working territory has been the commercialization of data-science innovation: helping technical ideas become business lines. That places him at an awkward, useful junction. A technical team can explain what it has built. A prospective customer can explain what it needs. The two explanations do not automatically meet.

Consider the distance between a functioning piece of software and a buying decision. Somebody has to explain where it fits, who will use it, and why an organization should make room for it. Those questions are mundane enough to escape the glamour of a launch. They are also the questions that decide whether a launch becomes a business.

A former collaborator, Michael Buchholz, described Mukherjee as focused on business results and able to turn complex technical models into tangible benefits for clients. He also noted a taste for public speaking and an outgoing personality. Read together, those observations suggest a commercial temperament: comfortable speaking, but expected to make the conversation useful.

This is a less cinematic role than the solitary inventor’s. It involves explaining the same idea to people with different incentives, then discovering that the explanation still needs work. The engineer wants precision. The buyer wants relevance. The investor wants a reason to believe the business can grow. Someone must keep all three conversations attached to the same underlying work.

The person carrying the microphone

In a 2021 conversation, Mukherjee described a team of 22, including 18 engineers and data scientists. He jokingly cast himself as the person sent out to talk about the team’s work. The joke has a useful sting. A chief executive can become the face of work that many other people have done.

Aktivo Labs brought together Mukherjee, Professor David Lai, and Dr Meng-Han Kuok as co-founders. Its origins were collaborative. Mukherjee’s own account of the venture, shared through the eChai community, emphasizes assembling people and developing a process for experimentation. It is a team-building account of entrepreneurship, with the commercial voice serving as one part of the arrangement.

The microphone is a small object with a large appetite. It wants a single speaker, a clean explanation, and preferably a story that fits the allotted time. A company rarely arrives so neatly packaged. When Mukherjee jokes about being the speaker, he leaves the rest of the team visible. That makes the line more revealing than a conventional claim to leadership.

It also gives his public role a practical definition. He must represent technical work without pretending the work began and ended with him. The audience sees one person. The business depends on a group. Holding those two facts together is part of the job.

“I’m the guy who goes on talks”Gourab Mukherjee, 2021

Ten million dollars, many revisions

On 14 December 2022, Aktivo Labs announced a US$10 million Series A investment. Mitsui & Co., Adaptive Capital Partners, and SEEDS Capital led the round; HH Investments and Govin Capital also participated. The company set out plans to strengthen its team, develop its capabilities, and expand its geographical footprint.

Mukherjee’s public response supplied the less polished part of the picture. He thanked Milan Naik for the hours spent helping with the fundraising process and for patience through revisions to the deck, pitch, and data room. The announcement had a number. His acknowledgment had a person.

“Those were some tough years,” he wrote. Five years of building had preceded the round. The sentence is refreshingly free of the suggestion that money retrospectively makes the preceding work effortless. A fundraising announcement marks a completed transaction. It does not erase the drafts that made the transaction possible.

There is a whole miniature portrait in that thank-you. A presentation has to be revised. A pitch has to be reconsidered. A room of supporting information has to withstand questions. The colleague who helps with those things occupies a less visible place than the founder announcing the result. Mukherjee made that place public. The applause, in his telling, had several addresses.

From a room to a route map

By 2023, the company was presenting itself with a Singapore headquarters and offices in New York, Cambridge, and India. That October, it announced Mukherjee’s participation at ITC Las Vegas, with a speaking slot scheduled for 1 November at 2.20pm. Expansion, reduced to an itinerary, has the pleasing specificity of a time and somewhere to stand.

The next year brought a different audience. Aktivo Labs reported his appearance at the Singapore Week of Innovation and Technology, known as SWITCH, and thanked SEEDS Capital for organizing the event. The same investor name that appeared in the 2022 round was now part of the account of a public gathering.

These appearances show the traveling part of the chief executive’s work. A technical business has to explain itself repeatedly, in rooms where listeners have varying levels of interest and familiarity. A conference gives it a chance to be heard. It also imposes a deadline on being understandable. Nobody buys an extra afternoon because the first explanation was complicated.

For Mukherjee, the route map is also a map of relationships. Investors, enterprise customers, fellow founders, and conference organizers enter the story at different points. Their roles differ, but the business reaches them through conversation. An office can contain the team. It cannot contain all the people the team needs to persuade.

The company inside another company

Aktivo Labs works through a business-to-business-to-consumer model. Its enterprise clients can embed the company’s software using development kits, interfaces, or applications carrying their own branding. Mukherjee therefore sells something that can become part of somebody else’s customer experience. The user may arrive through the partner’s door.

That arrangement helps explain why his career centers on commercialization. In a business like this, the product must make sense inside an existing organization. It has to fit a customer relationship that another company already owns. The sales conversation is consequently about use, integration, and the value of an ongoing relationship.

The current company site offers several ways to deliver its technology, including APIs, SDKs, progressive web apps, and white-label options. Think of these as different entrances to the same building. A partner chooses an entrance according to what it already has and what it wants to offer its customers.

This model distributes the spotlight. The partner may retain the familiar name and customer-facing experience while Aktivo supplies part of the machinery. For a founder who enjoys public speaking, that is an interesting bargain: he speaks prominently on behalf of a business designed to work within other businesses. The stage makes him visible. The commercial arrangement makes cooperation necessary.

A destination, with the date attached

In an interview published in August 2025, Mukherjee reported that Aktivo Labs had raised about $18 million. He also identified partnerships with US-based life insurers as a priority, linking American expansion to revenue and preparation for a future Series B round. These were his stated goals at that point, with a timetable still ahead of him.

The date matters. A founder’s ambition is a statement of direction, and it deserves to be read that way. An intention to secure partners does not tell us which conversations have become contracts. Preparation for a financing round does not announce that the round has closed. Mukherjee’s account gives the next chapter a destination without supplying its ending.

His 2024 return to the Asia InsurTech Podcast had already emphasized adapting to local markets in the United States and Japan. That is a useful complication to the usual language of expansion. A map suggests that entering another market is a matter of extending a line. A business has to work out whom to meet and what its offer means there.

The original six-person office and the later American ambition belong to the same career, but they ask different things of its chief executive. Getting started requires gathering people and resources. Going abroad requires making the work legible again, this time to people operating in another setting. The explanation travels; the audience changes.

What survives the announcement

The recurring details in Mukherjee’s story are oddly ordinary: affordable space, technical colleagues, a speaking slot, a revised deck, a thank-you. They are the objects and encounters through which an enterprise acquires a public life. The investment totals are easier to remember. The smaller details make the person easier to see.

Taken together, they suggest a founder whose contribution lies in connecting work to people who can use, finance, or distribute it. That is an interpretation of his public career, rather than a claim to know his private character. The evidence is in the way he describes his team, acknowledges help, and explains the commercial direction of the company.

There is room for humor in such a role, especially when the speaker assigns himself the microphone while crediting others with the work. There is also plenty of repetition. Every new room brings another chance to discover what the previous room understood and what it missed. A founder’s presentation may be short. The work between presentations is considerably longer.

Mukherjee’s story began here with a small monthly rent. It arrives at a set of larger conversations without losing the people who helped it move. The pitch can be printed on a few slides. The career takes more space: a team assembled, a colleague thanked, a market approached, an explanation tried again.