Enterprise System Intelligence
Find the truth between systems.
Coharyn learns how complex enterprise systems actually work — individually, together, and through transformation. Connect Coharyn read-only to enterprise databases and it discovers structures, relationships, behavioural patterns, cross-system dependencies and operational processes, validates what it learns against evidence, and converts proven knowledge into deterministic intelligence.
- Read-only discovery
- Evidence-backed learning
- Cross-system process intelligence
- Deterministic execution
The problem
Your systems know more than your documentation does.
Enterprise environments accumulate years of complexity. Databases evolve. Vendors change. Integrations are rebuilt. Documentation becomes incomplete. Business logic becomes distributed across systems that were never designed to explain themselves.
- What does this database actually contain?
- Which records and systems are really related?
- Should these two platforms always agree?
- Where did this transaction break?
- What happens to the data when one vendor is replaced?
- Did the migration preserve the same business reality?
Coharyn is built to discover those answers from evidence.
The platform
Connect. Learn. Prove.
Coharyn Discover
Understand the system nobody fully understands — entities, declared and undeclared relationships, invariants, anomalies, temporal patterns and undocumented dependencies.
Learn more →Coharyn Assure
Continuously prove the data still makes sense — broken relationships, orphan records, impossible states, drift and timing deviations.
Learn more →Coharyn Mesh
Understand how separate systems actually work together — cross-system identity, process sequence, propagation windows and failure-boundary localisation.
Learn more →Coharyn Transform
Understand both sides before you migrate — semantic mappings, lifecycle translation, dependency order and migration blockers.
Learn more →Coharyn Reconcile
Row counts can pass while the migration still fails. Compare business meaning, not just record counts.
Learn more →Evidence, always
Every conclusion carries evidence and a confidence signal. Observed → Inferred → Validated → Compiled.
Learn more →Intelligence architecture
Intelligence that learns itself out of the runtime path.
Coharyn explores and measures the unknown, hypothesises and tests against evidence, then crystallises and compiles validated knowledge into deterministic rules that execute without continuous model inference. When reality changes, it detects drift and relearns. Model use is optional, controlled and minimised — not the runtime.
Learn the unknown. Prove what was learned. Compile the known. Relearn when reality changes.
Built for complex enterprise environments
Coharyn's recursive learning core has been validated in controlled multi-industry estates spanning telecommunications, retail/e-commerce, banking/payments, ERP/procurement and logistics — designed to learn unfamiliar relational enterprise systems without requiring a predefined industry model.
- PostgreSQL, Oracle, Microsoft SQL Server and MySQL connectors
- Read-only discovery with a connect-time write-probe
- Cross-system process discovery from evidence
- Deterministic compiled checks — no continuous LLM calls in validation
Results referenced above are from controlled, synthetic estates, clearly labelled as such.
Row counts can pass while a migration still fails. Coharyn compares whether the same business reality survived — states, relationships, balances and derived meaning.
Start with a private pilot.
Connect Coharyn read-only to one unfamiliar system, or several. See what it discovers, with evidence, before you commit to anything.