A research tool, not a chat feature.

Runs as long as the question needs.

Minutes for a focused brief, up to an hour for hundreds of documents. Runs survive a closed tab and retry their own failures.

ElsewhereChatGPT: 5 to 30 minutes¹ · Gemini: about 5 to 10 minutes² · Perplexity: most runs under 3 minutes³

Starts from the primary record.

Eighteen public-data feeds like SEC EDGAR, FRED, and the Federal Register, each with a specialist subagent, alongside 150+ connectors and multi-engine web search.

ElsewhereChatGPT: the web, your files, and connected apps⁴ · Gemini: Google Search, Gmail, and Drive² · Perplexity: the web plus licensed sources like Statista⁵

Every claim traces to a copy you keep.

Citations point to sources saved in the workspace, a second model checks the report against them, and the whole run exports as one .zip.

ElsewhereChatGPT exports the report as Markdown, Word, or PDF⁴ · Perplexity links to the original pages⁶ · None of the three documents saving copies of sources^2,3,4

Claude or GPT, your pick per run.

Choose the model for each run and each automation, including 1M-token models for long document sets.

Research that runs without you.

Put a brief on a schedule, start it from a webhook or an app event like a new email, or call the same engine from the REST API.