Show Notes
Most founders ship in six weeks and pivot in six months. Sameet Gupte and his four co-founders did the opposite. They put pen to paper in 2007, built in stealth from 2009 to 2019, and only then incorporated EvoluteIQ. No customers. No revenue. Just five operators with a thesis that everyone else in automation was solving fragments of the problem instead of the whole thing.
When they finally went to market, they made another contrarian bet: sell only to Fortune 500 enterprises, the slowest and most cynical buyers on the planet. The first big pitch was to a Fortune 100 telecom that listened for two hours and politely showed them the door, telling them this was a 2030 problem. Sameet and his co-founder Naveen went straight to a London pub at 2:30 on a Tuesday. By the third pint they had decided they were coming back to win that account. A year and a half later, the same customer signed a multi-million dollar licensing deal.
Today, 85 percent of EvoluteIQ's customers are Fortune 500. Net revenue retention runs above 120 percent. They have raised roughly $73 million, led by Baird Capital, and ARR is roughly doubling year over year. The shift that unlocked everything was philosophical: Sameet stopped selling technology and started selling outcomes, telling enterprise buyers, “Don't pay us if we don't deliver.” That single sentence reframed every conversation from a transaction into a partnership.
This episode is for founders who want to build something that outlasts every technology cycle — and for operators who are still trying to figure out how to get a Fortune 500 buyer to say yes.
Frameworks from This Episode
The Whole Problem, Not the Parts
Most automation vendors automate fragments. EvoluteIQ's thesis is full-stack, end-to-end orchestration of the process itself — so humans can step out of execution entirely.
- •Inputs and outputs are connected by people, culture, and process — not just software.
- •Most automation vendors automate fragments: a bot here, a workflow there.
- •The technology must think, build, self-heal, and self-learn so humans can step out of execution.
- •End-to-end ownership of the process creates defensibility that point solutions cannot replicate.
Same Problem, Forever (The Anti-Pivot)
The problem stays constant. The technology stack changes underneath it. Founders should commit to a problem they would solve for life, not a feature.
- •Health and wellness: reactive treatment 500 years ago, proactive screening 50 years ago, real-time wearables today, predictive prescriptive intervention tomorrow.
- •The problem itself is permanent. The technology serving it is temporary.
- •Pivoting at the feature layer is fine. Pivoting away from the core problem is surrender.
- •Ask yourself: would I still work on this problem if AI made all my current technology obsolete?
Outcome-Based Selling
Stop pitching technology specs to non-technical buyers. Co-define the outcome. Tie commercial terms to delivery of that outcome. The result is a partnership, not a vendor relationship.
- •Enterprise buyers do not care about your architecture. They care about the outcome.
- •Co-define the specific outcome with the customer before the contract is written.
- •Tie commercial terms to delivery of that outcome — 'Don't pay us if we don't deliver.'
- •Shared accountability replaces the adversarial vendor-customer dynamic.
- •NRR above 120 percent is the downstream proof that this model works.
The Partner Backdoor Into the Fortune 500
A startup with no logos cannot get past procurement at a Fortune 500. System integrators who already have 10 to 20 year relationships can carry the credibility while you carry the technology.
- •Pick 15 or so credible system integrators (HCLTech, PwC, WNS Capgemini, and similar) who already have deep enterprise relationships.
- •Let those partners carry the credibility while you carry the technology.
- •Deliver consistently through the partner channel and expansion becomes inbound.
- •The SIs become your distribution layer until you have enough logos to walk in alone.
Read the Tea Leaves on Two Axes
Most founders optimize only one: build the right technology OR build the right distribution model. EvoluteIQ optimized both simultaneously.
- •Axis one: build the right technology — end-to-end, full-stack, production-ready.
- •Axis two: build the right distribution model — partner-led GTM for regulated enterprise buyers.
- •Optimizing only one axis creates a ceiling. Both axes compounding creates escape velocity.
- •The ten-year stealth period was spent getting both axes right before going to market.
Founder Experiment: Build Your Own “Mini Me” Decision Agent
Sameet is running a personal experiment that any founder can replicate: building an agent that mirrors his own decision-making style, not a generic trading bot. The point is not to automate the decisions. The point is to reveal the patterns you can't see from the inside.
- 1Pick a domain where you make repeated judgment calls — investing, hiring, pricing, content approvals.
- 2Log 30 to 60 days of your decisions plus the inputs you read before deciding (news sources, internal data, whatever you actually look at).
- 3Use Claude Code or Cursor to spin up an agent that ingests the same inputs and pattern-matches your behavior.
- 4Have the agent generate a recommendation alongside yours daily. Do not let it execute. Just compare.
- 5After 30 days, analyze where it converges and diverges from your choices. The divergences reveal blind spots you did not know you had.
Sameet's takeaway from running this on his own trading: he thought he was an aggressive risk-taker, but the agent revealed he calms down sharply during geopolitical news cycles. The data exposed a pattern about himself he could not see from the inside.
Key Terms
Tools from This Episode
EvoluteIQ
End-to-end agentic automation platform for Fortune 500 enterprises. Orchestrates entire business processes — not just tasks — across healthcare, life sciences, insurance, telecom, and financial services, with outcome-based pricing and NRR above 120 percent.
Q&A
Who is Sameet Gupte?
Sameet Gupte is the co-founder and CEO of EvoluteIQ, an enterprise agentic automation platform based in London. Before EvoluteIQ he was Group CEO of Servion (a Cisco portfolio company), EVP at Virtusa for Global Financial Services and Europe, and Head of Europe for Genpact's Headstrong Capital Markets business.
What does EvoluteIQ do?
EvoluteIQ provides an end-to-end agentic automation platform that orchestrates entire business processes for Fortune 500 enterprises across healthcare, life sciences, insurance, telecom, and financial services. The platform is designed to think, build, self-heal, and self-learn so humans can step out of execution.
How much has EvoluteIQ raised?
Approximately $73 million across multiple rounds, with Baird Capital leading.
Why did Sameet build in stealth for 10 years?
He and his co-founders wanted to solve the full automation problem, not just pieces of it. They believed the technology had to be production-ready and fully demonstrable before pitching enterprise buyers, since vaporware would not survive Fortune 500 scrutiny.
How did EvoluteIQ break into Fortune 500 accounts with no brand?
Through a partner-led GTM. They built relationships with around 15 tier-one system integrators — HCLTech, PwC, WNS Capgemini, and others — who already had decades of trust with Fortune 500 buyers and could vouch for the technology.
What is outcome-based selling?
A commercial approach where the vendor commits to specific business outcomes for the customer and gets paid based on delivery, not on software licenses or usage. EvoluteIQ uses the line: 'Don't pay us if we don't deliver.'
What is EvoluteIQ's NRR?
Net revenue retention runs above 120 percent, meaning existing customers are growing their spend faster than any customers churn. It is the downstream proof that outcome-based selling creates genuine partnership rather than vendor-customer transactions.
What is Sameet's hobby outside of work?
He is a former junior rifle shooting record holder in India and an avid golfer. He has also dabbled in archery.
