Documentation
Technical references, product deep-dives, and architectural specifications. Full docs ship with public launch. The foundations are here.
Product deep-dives
How each instrument works
Domain Packs
Pre-built business concept vocabularies for specific verticals. Banking, Pharma, Enterprise Tech. Each Domain Pack defines the organizational vocabulary that anchors the knowledge graph.
- Hierarchical concept libraries with human-defined definitions
- Customizable per organization. Add, merge, or override concepts
- Approval workflow: Domain Owners review and sign off before activation
- 8 pre-built packs available (Commercial Banking, AML, Regulatory, Payments, Cards, and more)
HyDE Linking
The mathematical bridge between business vocabulary and technical systems. Bidirectional Hypothetical Document Embedding generates hypothetical counterparts for both concepts and code, then matches them with confidence scoring.
- Forward HyDE: business concepts → hypothetical code → real technical assets
- Reverse HyDE: real code → hypothetical business concepts → definitions
- Every link confidence-scored, never guessed. Deterministic, auditable
- One-time cost ~$0.50 per 15 concepts. Maintenance ~$5/month at 50K chunks
Explorer
Search, navigate, and query your organizational graph. The Explorer uses a 3-agent swarm (Gatekeeper, Searcher, Synthesizer) to produce cited, auditable answers grounded to the knowledge graph. Never hallucinated.
- Plain-language queries with cited answers
- Click into any concept. See every connected system, process, and data asset
- Ontology-Augmented Generation (OAG): every AI output grounded to human-defined anchors
- Export lineage trails for compliance and audit
3D Spatial Visualization
Navigate your organization as an immersive 3D spatial environment. Business concepts, technical systems, and the connections between them rendered as a navigable space. Zoom, rotate, and explore.
- 2D executive overview and immersive 3D spatial environment
- Real-time rendering of the organizational knowledge graph
- Zoom from strategy-level to source-code-level in a single view
- What-If simulation overlays. See blast radius in 3D before making changes
Concept-level references
Domain Pack Specification
The structure of a Domain Pack. Concepts, hierarchy, approval workflow, and customization patterns. Reference for Domain Owners building their own vertical vocabulary.
Publishing with Design Partners Program →
HyDE Linking Protocol
Technical specification for the Bidirectional HyDE process. Embedding generation, cosine similarity thresholds, confidence scoring, and ongoing maintenance cycles.
Publishing with Design Partners Program →
Ingestion Pipeline Reference
How Coherence parses and ingests code (tree-sitter AST), schemas (OpenAPI, GraphQL, SQL), documentation, and microservices. With mode comparison (Fast vs. Enriched).
Publishing with Design Partners Program →
Explorer Query Reference
The 3-agent swarm architecture. Gatekeeper, Searcher, Synthesizer. Query syntax, output types, and grounding guarantees for Ontology-Augmented Generation.
Publishing with Design Partners Program →
