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ai diligence private-equity agents investing
The New Diligence Stack
Seven forms of business and investment diligence that only become practical in the agent era — and how to package them without sounding like AI theater.
Chicago, IL
Ankit Chandola
I invest in middle market companies by day and build autonomous AI systems by night.
Principal at Queens Court Capital, a special situations PE firm. Previously H.I.G. Capital, Comvest Partners, and Fidus Capital. Michigan Ross BBA.
Building
Things I'm working on
Autonomous Trading
41K+ lines of code. Regime detection, ML architecture, nightly learning loops. Runs in production daily.
MarketPrior
Prediction market research API. Bracket scoring, Monte Carlo sims, calibration — built for the agent economy.
Agent Infrastructure
AI intelligence APIs, autonomous workflows, and tools at the intersection of finance and AI.
Writing
Latest
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ai diligence private-equity peloton consumer experiments
Stress-Testing Peloton with 100 Synthetic Stakeholders
A time-gated multi-agent probe of Peloton in mid-2021, with Lululemon as a control. Not a prediction engine — a fragility-mapping experiment.
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meta
Hello World
Why I'm starting to write publicly — and what to expect.