A different way to run AI over documents.
Move from raw documents to reliable decisions with a structured, multi-model workflow designed for product teams.
<5 min
Upload to first answer
4 steps
From ingest to orchestration
Multi-model
Provider choice stays open
Operational runbook
- 01
Upload
Ingest a file and build searchable context.
- 02
Interrogate
Run targeted Q&A and extract key facts.
- 03
Synthesize
Produce an action-oriented summary with citations.
- 04
Orchestrate
Run philosopher-style debates and pick a winner with fork-safe arbitration.
Reusable primitive
The orchestration layer can be extracted and reused in other apps.
Compatible providers
Product preview
Annual report.pdf
78 pages
Highlighted evidence
Margin pressure on APAC contracts is the primary risk in Q3.
AI synthesis panel
Ask anything about this file...
What changes after adoption
-42%
time spent reading large docs before first decision
+2.1x
faster creation of actionable synthesis notes
100%
answers linked back to source context
Team feedback
"It feels like having a senior analyst in the loop, but with citations and full reproducibility."
Head of Product, B2B SaaS
Document dialogue
Ask precise questions over large PDFs and keep source-grounded answers.
Verified synthesis
Generate synthesis reports with traceability instead of vague summaries.
Model orchestration
Prepare multi-model orchestration flows reusable in other products.
Debate arbitration
Arbitrate competing answers with a Dining Philosophers strategy to avoid deadlocks.
Pricing
Start free, upgrade when your workflow scales.
One free tier for evaluation and one pro tier for production usage.
Next step