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ACE
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Research & decision support · Research architecture

An evidence-driven research loop that keeps track of a thesis and what would change it.

01Gather evidence
02Track hypotheses
03Check new signals
04Review the change

HOW IT WORKS.

Company filings, transcripts, market data, peer context, and macro evidence feed a hypothesis ledger. Each hypothesis carries its sources, expected behavior, confidence, and current state.

As new evidence arrives, the system revisits the thesis. Contrary evidence stays in the record: it can reduce confidence in a hypothesis or lead to its rejection. The system does not discard evidence simply because it contradicts the current thesis. Changes remain visible in the research history. The useful pattern extends beyond markets: a system that can explain why its view changed.

ScopeResearch and decision support. It does not execute trades or provide investment advice.

Talk through the design with ACE.

Ask about Single Stock Intelligence, the decisions it supports, or how the approach could apply to your process.

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BRING THE PROCESS.
LET’S BUILD THE NEXT STEP.

A repetitive task. A stuck handoff. An agent you’re ready to build. Tell me what needs to change, and let’s talk through a practical way forward.

Based in Bend, Oregon · Remote & on-site consulting

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