Armaan Kohli
Age 0 · India · co founder of AntWalk
AntWalk turned a niche expert network into 1M plus content views and over 20K users, then rode that traction into a Series A funded learning business.
The Setup
Armaan Kohli entered AntWalk as part of the founding team with a background that blended product, growth, and B2B SaaS go to market. His prior roles had him owning growth targets at companies where he was expected to both understand the product and figure out how to put it in front of the right customers. That combination meant he was already trained to see distribution as a design constraint, not a problem to bolt on later.
Inside AntWalk he co led the push to turn what started as a pivot into a structured expert led learning ecosystem for professionals. Instead of chasing pure consumer scale, the team focused on building a curated network of domain experts and packaging their knowledge into repeatable learning journeys. That decision framed everything that followed, from which customers they chased to how the product was instrumented for engagement and expansion.
The Evidence
On AntWalk, Armaan helped drive product development in a way that was directly tied to usage and market expansion metrics, not just feature output. The company publicly cites crossing 1M plus views and more than 20K users across its expert led content, which implies deliberate work on both sides of the marketplace, supply of experts and demand from learners. Those numbers did not come from a single viral hit but from a steady cadence of programs, cohorts, and expert sessions tuned to what specific customer segments were already searching for.
That traction underpinned AntWalk's jump to a Series A funded business, which is a non trivial filter on product market fit for a professional learning platform coming out of India. Armaan's role in market expansion meant translating early signals into packaged offerings that could sell into new verticals and geographies without blowing up delivery quality. The pattern is consistent with the way strong B2B learning networks grow: deepen engagement with a narrow set of use cases, then reuse the same playbook in adjacent markets where the underlying workflows look similar.
The Mechanism
1. Treat experts as the atomic unit of distribution, not just content creators. By building a structured expert network and giving those experts reasons to invite their own professional audiences, AntWalk turned every new program into a distribution event that pulled in targeted users who already cared about the topic.
2. Ship product changes around specific business outcomes like completion rates and repeat enrollments, then use those wins to justify entry into new customer segments. Armaan's product led market expansion approach meant that each cohort or program was instrumented, measured, and then repackaged into a template that sales could pitch to a new vertical with proof in hand.
3. Leverage visible traction to unlock capital at the right moment. Crossing meaningful thresholds like 1M plus views and tens of thousands of users gave AntWalk a clear narrative for investors, which they used to raise a Series A round that could fund deeper product development and broader geographic reach without losing the discipline that had gotten them there.
The Steal
- Design your product so that your most valuable contributors, like experts or power users, have built in reasons to bring their own audience onto the platform.
- Instrument every program or feature around a few hard engagement metrics, then recycle the best performing patterns as repeatable offers you can sell into adjacent markets.
- Do not chase funding on vibes: build a clean story that ties user traction to revenue and market expansion, then raise when investors can see a clear before and after in the numbers.
Case Questions
- How did Armaan Kohli grow AntWalk?
- Armaan Kohli helped grow AntWalk by focusing on product development that was tightly coupled to engagement and market expansion metrics. He and the team built a curated expert network, turned expert sessions into structured learning journeys, and used the resulting traction, over 1M views and 20K plus users, to expand into new customer segments. That combination of user growth and clear monetization potential supported AntWalk's progression into a Series A funded company.
- What does AntWalk do?
- AntWalk is an expert led learning platform that connects professionals with curated domain experts through structured programs and content. Instead of generic courses, it focuses on building an ecosystem where practitioners teach practical skills that map directly to workplace needs. The platform uses this network model to deliver repeatable learning journeys that companies can roll out across teams and functions.
- How much funding did AntWalk raise?
- Public information describes AntWalk as a Series A funded company, which indicates that it has raised institutional capital on the back of demonstrated traction and product market fit. While the exact amount is not disclosed in the available sources, the Series A label signals that investors saw enough evidence in its user growth and expert network economics to back further expansion. Builders should read that as validation of the model rather than fixating on a specific dollar figure.
- What was Armaan Kohli's role at AntWalk?
- Armaan Kohli was part of the founding team at AntWalk and his responsibilities centered on product development and market expansion. He worked on shaping the platform into a scalable expert led learning ecosystem, aligning features with measurable user engagement, and turning early customer success stories into repeatable offers for new markets. His work sat at the intersection of product, growth, and go to market, which is where most of AntWalk's distribution leverage was created.