Zawwar Sami
All work
AI2026 · Ongoing

Anteroom OracleAn AI terminal for geopolitical and macro intelligence.

An AI-powered intelligence terminal that compresses geopolitical and macro signal into something a single operator can actually act on — with crisis replay, scenario simulation, and market-regime detection built in.

  • RoleFounder & Engineer
  • Year2026
  • DurationOngoing
  • StatusShipped
The problem

Macro and geopolitical analysis is bottlenecked by attention. Hundreds of signals fire every day; even strong analysts miss the regime shift while reading the third dashboard. Oracle is the answer to: what if a single terminal showed you only the things that actually changed the regime, the moment they did?

The approach
  • Built a multi-agent reasoning layer on top of curated geopolitical and macro datasets — every claim links back to its source.

  • Designed a crisis-replay engine that lets the operator rewind major events (oil shocks, central-bank pivots, regional conflicts) and see how regime-detection signals fired in real time.

  • Wrote a scenario simulator that takes a hypothesis ("if rates hold above 4% through Q3") and projects market-regime probabilities forward.

  • Kept the UI to one page — dense like a Bloomberg terminal, calm like Linear.

The outcome
  • Used internally at Anteroom Studio to drive macro positioning and the World Model's regime priors.

  • Crisis-replay covers every major macro event from 1971 onwards.

  • Operator decisions go from minutes (across multiple tabs) to seconds (one terminal).

Up next

Anteroom World Model Macro market prediction AI on 150+ years of data

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