30+ regulated agents, graph databases, LLM pipelines, real-time compute.
Per-organization pricing scoped to your deployment.
Engagement Model
Synthetic Evaluation
Free
10 minutes. No integration
Pre-populated enterprise ontology. Evaluate the full engine before any commitment.
Discovery Sprint
Free
2–5 days. FDE-led
Our engineers ingest your infrastructure. You receive a full assessment report.
Design Partner
Custom
90-day deployment
Full enterprise deployment. Usage-based pricing scoped to your organization. Founding pricing locked.
Structural Advantages
| Dimension | Legacy Data Catalogs | Coherence |
|---|---|---|
| User licensing | $50–$200/user/month | Per-organization. Unlimited seats |
| Implementation timeline | 6–18 months | 2–5 days (Discovery Sprint) |
| AI grounding | Undisclosed | Every result cited to source ontology node |
| Code-level depth | Metadata only | Full AST, 9+ languages |
| Data lineage | Table-level | Concept → API → Schema → Source Code |
| AI governance | Unbounded LLM chat | 30+ regulated agents, structurally bounded |
Based on public pricing from Alation, Collibra, and Atlan. Coherence pricing current as of March 2026.
How to Start
Playground
Free
Instant
Explore a pre-loaded enterprise ontology. Every module live. Full platform access.
Questions
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 ontology of a mid-size complex enterprise.
What is Fast Mode vs. Enriched Mode?
Fast Mode uses local mathematical algorithms only (cosine similarity, BM25) with minimal compute overhead. Enriched Mode adds a multi-pass LLM pipeline for deeper HyDE linking and quality scoring. Most organizations use a mix of both modes.
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, your ontology, your knowledge graph. Founding pricing is locked permanently, regardless of future price changes.
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