I spent over a decade at ITC Limited, one of India's largest consumer-goods companies, in category strategy and P&L leadership — including leading Bingo, a national snacks brand in one of the most contested food categories in the world. I sat on the buying side of research for years: the tracker decks, the agency debriefs, the findings that arrived three months after the decision they were meant to inform.
AdvisorSprint is the instrument I wanted in those rooms and could never buy: analysis that watches the category continuously, argues with itself before it speaks, ends in ranked decisions rather than dashboards — and research panels grounded in real population data that answer in days, with every claim labeled by how much you should trust it.
I build it solo — the multi-agent orchestration, the deliberation architecture (patent-pending), the validation discipline — which means when you take a briefing, you're talking to the person who wrote both the strategy logic and the code that runs it.
Category strategy and brand leadership at ITC across FMCG; Chief Revenue Officer at an education company; advisor to consumer, retail, and EdTech businesses. Every AdvisorSprint output is shaped by one question from those years: what would make a P&L owner act on this by Friday?
AdvisorSprint's engine orchestrates specialist AI agents the way a consulting engagement runs — parallel analysis domains, a reconciliation pass that forces every number to agree, and one adjudicated view. The research engine samples synthetic panels from census microdata and validates its instruments against real-world outcomes.
Every claim labeled by evidence layer. Calibration anchors published, including the misses. Findings that don't replicate across independent models don't ship. Client engagements confidential by default — always.
Buyers, operators, and people building AI products for real decisions: bring a question. Thirty minutes, no deck. I take a small number of engagements at a time, and I always enjoy comparing notes on AI product and research methodology.