The Support Knowledge Control Plane for SaaS
One governed source of truth for every support answer. Deterministic. Version-aware. Drift-detecting. Replace generated guesswork with canonical knowledge infrastructure.
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Architecture
Five pillars. One control plane.
Knowledge is the spine. Everything else orbits it.
Product Ontology
Model your product as structured entities — features, plans, roles, workflows, states, integrations, errors. Not documents. Not tags. First-class concepts with relationships.
Canonical Answer Engine
Governed, versioned, entity-bound answers that replace generated guesses. Same query = same answer. Every time. Deterministic retrieval without generation.
Drift Governance
Four drift classes detect when answers become stale: version mismatch, signal anomaly, scope conflict, deprecated entity. Nightly automated audits. Advisory, never blocking.
Signal Mutation
Support friction — tickets, negative feedback, escalations — becomes structured signals. Signals cluster by entity. Clusters propose knowledge mutations. Humans approve.
API & Integration
Public API for canonical answers. Version-aware retrieval. Drift webhooks. Signal ingestion. Embed Canonica behind your existing support tools — Zendesk, Intercom, custom systems.
How it works
From chaos to canonical in five steps
Model your product
Define entities — features, plans, workflows, errors. Build a structured ontology of your product from existing docs.
Write canonical answers
Create governed, versioned answers bound to entities. One true answer per concept. Scoped by plan, role, and product version.
Retrieve deterministically
Customer queries hit the canonical engine first. Entity matching → version filtering → specificity scoring. Same input = same output.
Detect drift automatically
Product changes trigger drift evaluation. Four classes: version mismatch, signal anomaly, scope conflict, deprecated entity. Nightly audits.
Evolve from signals
Tickets and negative feedback become structured signals. Signals cluster by entity. Clusters propose mutations. You approve. Knowledge improves.
Why Canonica
Traditional KB vs. Canonica
Knowledge bases store articles. Canonica governs truth.
Ready to govern your support knowledge?
Canonica is in private beta. We work closely with early design partners to validate the canonical answer model against real support traffic.
Ideal for mid-market SaaS with 5+ support agents and biweekly release cadence.