Enterprise intelligence
at startup cost.
Per-organization pricing. Usage-based. Transparent.
Pay for what you ingest and what you query. That's it.
Usage-Based Pricing
Ingestion
$0
Fast Mode. per chunk
~$0.008
Enriched Mode. per chunk
- Local math linking (free)
- LLM-enriched linking (paid)
- Tree-sitter AST parsing
- 9+ programming languages
Platform
$5
/ month at 50K chunks
Includes graph maintenance, drift monitoring, community detection, and full platform access.
- Graph maintenance & sync
- Drift monitoring
- Community detection
- Full dashboard access
- Unlimited users
Intelligence
$0.01
per query
3-agent swarm processes every query. Cited, grounded answers with zero hallucinations.
- Gatekeeper + Searcher + Synthesizer
- Every answer cited to graph nodes
- Confidence-scored results
- MCP semantic hub access
Total Cost of Ownership
What you're paying today
vs. what you could be paying.
| Dimension | Legacy Data Catalogs | Coherence |
|---|---|---|
| Annual platform cost | $100K–$500K/year | $60/year at 50K chunks |
| User pricing | $50–$200/user/month | Per-organization. Unlimited users |
| Implementation timeline | 6–18 months | 2–5 days (Discovery Sprint) |
| Ongoing maintenance | Dedicated team required | Automated. $5/month |
| AI query cost | $0.50–$2.00/query | $0.01/query |
| Hallucination rate | Undisclosed | 0%. deterministic grounding |
| Code-level depth | Metadata only | Full AST, 9+ languages |
| Data lineage | Table-level | Concept → API → Schema → Source Code |
Based on public pricing from Alation, Collibra, and Atlan. Coherence pricing current as of March 2026.
How to Start
Three paths. Choose your entry.
Playground
Free
Instant
Explore a pre-loaded banking digital twin. 285 concepts, 630 assets. Full platform access.
- Pre-loaded banking data
- Explorer, Simulator, Canvas
- Transformation Map
- No sign-up required
Questions
Frequently asked.
Is there a per-seat license?
Coherence pricing is per-organization and usage-based: you pay for ingestion and queries. Every user in your organization can access the platform at the same cost.
What is a "chunk"?
A chunk is a unit of ingested content. a function, a schema field, an API endpoint, or a document section. At 50K chunks, you have a comprehensive digital twin of a mid-size banking institution.
What is Fast Mode vs. Enriched Mode?
Fast Mode uses local mathematical algorithms only (cosine similarity, BM25). $0/chunk. Enriched Mode adds an LLM pipeline for deeper HyDE linking and quality scoring. ~$0.008/chunk. Most organizations use a mix.
Can I start without sharing our data?
Yes. The Playground runs on pre-loaded banking simulation data. No sign-up, no data sharing. When you're ready, the Discovery Sprint uses your data in a secure, isolated environment.
What happens after the Design Partners program?
You keep everything we built together. your Domain Pack, your ontology, your digital twin. Founding pricing is locked permanently, regardless of future price changes.
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