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Coming soon AI Agents · AI research operating system and verified knowledge workflows

aifirstresearch.com

AI First Research

Users move from question to cited brief, dataset, or decision memo faster while keeping source trails, assumptions, confidence levels, and review steps visible.

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Trace, an AI agent for AI First Research
Meet the agent

Trace

“Ask a research question and I will show the plan, sources, claims, and confidence before the brief.”

Trace is an AI agent for AI First Research. Coming soon.

Trace is not live yet. Luma, our AI guide, can tell you about it.

The business

What this business does

AI First Research helps analysts; founders; investors; and research teams move from complex questions to cited briefs; claim tables; datasets; and decision memos with visible provenance. It matters because knowledge work is flooded by sources and generic AI answers while teams need faster synthesis that can be verified and refreshed; and the AI-native system plans research; gathers sources; extracts claims; checks contradictions; cites evidence; scores confidence; and improves from reviewed outputs and saved research artifacts.

Best first use

Cited market and competitor research briefs for founders, analysts, and investors who need audit-ready source trails.

Where it stands

Coming soon

This business is being built. Its agent and its pages are planned; it is not open yet.

What the agent does

What Trace will do

  • Research brief generator, source discovery, PDF and document ingestion, citation graph, claim extraction, confidence scoring, spreadsheet export, saved projects, team comments, recurring monitors, dataset builder, human review queue, API, admin controls
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