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The QAI Finance method
Every research board, company dossier, fund profile and layer of the AI Stack on QAI Finance is researched, argued and assembled with QAI's proprietary data and Research Framework, run by the QAI Financial Harness over Anthropic's Claude Fable 5 and Opus 4.8 models. Cited, falsifiable, and updated continuously.
What makes it QAI's, not a model wrapper — our own proprietary data, research framework, and orchestration engine.
A proprietary financial dataset QAI builds and maintains — fundamentals from primary filings, a mapped value chain, estimated private valuations, and a vintage stamp on every figure, refreshed by the daily worker feed.
QAI's own analyst method — argued bull / base / bear with explicit assumptions and a named falsifier on every call, every load-bearing claim cited and verified against its primary source through a four-gate quality pass.
The engine that runs the pipeline end to end — routing the models, verifying every claim against its source, and keeping the whole atlas current.
The frontier reasoning layer QAI runs its data and framework through — Anthropic's Claude models.
The deepest reasoning — argues the bull, base and bear theses, stress-tests the moats and dependencies, and sizes the risk on every name.
Breadth across the whole map — sweeps the primary sources, structures the fundamentals, and drafts the first pass of every dossier and board.
One method, four surfaces. The same models and the same discipline produce every part of the atlas.
This is AI-generated research — and we say so plainly. The models do the work; the method keeps it honest.
Analyst work product for a qualified professional. Not financial advice — always verify against the primary source.