Bring your brief, memo, or raw prompt.
Upload markdown, paste a structured request, or chat through a request builder that turns intent into a launchable research brief.
Source-grounded autonomous research
Deep research that keeps the evidence chain visible.
A workbench for turning complex research requests into source-grounded reports with retained evidence, confidence tiers, claim verification, and operator review before delivery.
Grounding chain
Sources35
Retained16
CoordinatorMiniMax
ClaimsVerified
ArtifactHTML
Confidence tiers
HighMediumUnknown
01 / Product capability
Built for commercial research work, not generic chat output.
Search and fetch are explicit phases.
Discovery results are treated as candidates. Evidence only enters source packs after fetch, extraction, retention, review, and preparation for synthesis.
Every material claim stays attached to evidence.
Claims, evidence links, source roles, unknowns, and confidence tiers stay visible through drafting, review, export, and sharing.
Autonomy with guarded execution.
Coordinators can propose actions, but bounded workers execute the durable phases and invalid output routes to review instead of silently changing state.
02 / How it works
The workflow separates judgment, evidence, and artifact production.
- Intake
Normalize the request and preserve original user intent.
- Acquire
Search, fetch, extract, and retain source payloads through auditable workers.
- Compress
Prepare source-grounded notes with dates, methods, claims, caveats, and locators.
- Verify
Extract claims, check support status, and assign confidence before final synthesis.
- Deliver
Create private artifacts, exports, and fixed-version share links after review gates pass.
Reviewable by design
The workbench keeps high-stakes research inspectable.
Source groundingRetained snapshots, excerpts, roles, and rationale
Confidence tieringSupported, context-only, insufficient, unknown, contradicted
Artifact reviewDraft, readiness checks, approval, export, private share
Operational traceRun phases, provider calls, costs, latency, events, retries