Demo

Poke it.

The real Mari console on demo data. Click through the sidebar, ask the agent, search with cmd-K, then fire the simulation and watch one file change ripple through the record.

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What the demo shows

Answers with citations

Search with cmd-K, or open Approved answers on Workflows. Every answer carries numbered citations back to the document, commit, or thread it came from. No citation, no trust.

Approved answers on Workflows: curated answers served verbatim, each with references, owners, and the channels it serves

The lineage graph

Open Lineage: the document graph across every source, with references, discussions, derivations, and contradictions drawn as edges. Switch to Provenance or Impact for one document, and drag the time slider to see what the graph looked like before a change.

The Lineage page: the document graph with reference, discussion, derivation, and contradiction edges between GitHub, Docs, Slack, Drive, Granola, and Notion, and a time-travel slider below it

A drift alert, live

The simulate button edits one source file. Watch the change ripple through the record: the facts-to-review count goes up, and Live activity shows the sync and the fact Mari flagged in the billing runbook, routed to its owner.

The Overview after the simulated change: the facts-to-review tile up by one, and Live activity showing the billing/plans.md sync and the fact flagged in the billing runbook

A review, receipt by receipt

Open a document: the fact check lists what the sources support and what they contradict. A contradiction shows the span in the document beside the verified evidence, with the source one click away. Creating the review task is a yes or no call, not an investigation.

A document in Knowledge with its fact check: three supported claims, one contradiction shown as the document's span beside the verified evidence, and a Create review task button

The real thing runs on your sources, in your cloud. Apache 2.0, and the docs walk through the first ten minutes.