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An AI-native economics shop for private equity.

We build explainable, transparent AI and machine learning models grounded in economics for private equity investors.

Contact us Explore capabilities

Wireframe cube surrounded by economic curves and network nodes

We bring experience from

Two Sigma

Amazon

AIG

Deutsche Bank

Apollo Global Management

Bloomberg

Moody's

US Federal Reserve

FDIC

US Securities and Exchange Commission

US Environmental Protection Agency

Capabilities
Economics-grounded AI across the private equity deal cycle: due diligence and valuation, portfolio value creation, and secondaries.
Brain Trust
Economists who combine economic insight, business practicality, and AI, led by founder Aziz Lookman, PhD.
Careers
Applied AI Engineer roles, intern and full-time, working on problems with real bottom-line impact.

Talk through the AI opportunities inside your fund or portfolio.

We can help rank opportunities, assess vendors, prepare data, and build custom tools where they make sense.