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Outsourced Equity Research

Ambra Research
AI Architecture

HIGH QUALITY FIRST · LOW COST SECOND

An AI team built to your standard.

Four choices shape every team: engine, role, model, effort.

The four building blocks of an Ambra AI team: agent engine, agent role, AI model and effort

AI architecture combinations: a model and an effort level for each AI agent role, plus the engine – over 100,000 possible team set-ups

Quality or efficiency. You choose.

Maximum quality, balanced, or maximum efficiency. Multiple reviews on every output.

Reviewed in a loop.

Brief. Build. Check. Review. QA. Sign-off. Any issue goes back until the review is clean.

Example AI agent team review loop: managing director brief, junior analyst, automated checks, senior analyst review, QA reviewer, managing director sign-off

Tell us your standard. We build the team.

Start a free trial · How a job gets done · Case studies

NOT SURE WHERE TO START?

That's all right. Happy to answer any of your questions.

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