One record your whole business runs on.
A knowledge catalog is the structured, machine-readable record of everything true about your business — the record your own AI reads to answer, and the record outside answer engines read to describe you.
A knowledge catalog is a single structured, machine-readable record of everything true about a business: identity, people, offerings, proof, positioning, and rules, with the source and freshness of every fact tracked. The same record grounds a company's private AI agents and feeds the external answer engines — ChatGPT, Perplexity, Google AI Overviews — that now describe it. Build it once, keep it current, and it works both directions.
Not a wiki. The record machines read.
A wiki is written for people.
Docs, drives, and wikis are prose for humans to read one page at a time. Useful, but not structured, not tracked for freshness, and not something an AI can retrieve from reliably.
A catalog is structured for machines.
Every fact about the business as a typed, sourced, dated record — the form both your own agents and the outside answer engines can actually retrieve and reason over.
Search is becoming answers. Answers come from structure.
Inward — it grounds your agents.
An AI agent can only resolve what it can retrieve. Give it a clean structured record and it answers from your material instead of guessing. Knowledge quality, not which model you pick, sets the ceiling.
Outward — it gets you cited.
When a buyer asks an AI about your category, the engine builds its answer from structured, authoritative data. A machine-readable record is how you become the cited answer instead of the invisible one.
What a catalog holds.
- Entity core — legal identity, brands, locations, the entity graph.
- People — founders and key staff, roles, and credentials.
- Offerings — what you sell, for whom, and the problem it solves.
- Proof & evidence — results and metrics as sourced, dated claims.
- Market & positioning — segments, competitors, differentiators, objections.
- Capabilities & operations — what you can actually deliver.
- Canonical content — approved messaging, voice, and answers.
- Ecosystem — partners, vendors, and network relationships.
- Trust & compliance — certifications, security posture, data handling.
- Governance layer — source, freshness, and a publish flag on every fact.
One fact, two destinations.
Every fact is tagged.
Source, last-verified date, confidence, and a publish flag: internal, external, or both. That governance layer is what separates a living asset from a document dump.
Build once, point both ways.
Internal-flagged facts ground your private agents. External-flagged facts get schema-marked and published for the answer engines. The same record serves both sides, and compounds the longer you hold it.
Build the record. Wire it in. Keep it alive.
- CROIA builds the record — the structured source-of-truth, delivered as advisory.
- SFM.ai wires it into your agents — the Company AI Brain reads from it.
- SFM.biz keeps it current — managed upkeep so the record never goes stale.
Let's build what your business actually needs.
One working session on the highest-value problem, and a straight read on whether an agent is even the right answer.
Don't gamble on the flash. Rely on the experience.
FAQ
What is a knowledge catalog?
A structured, machine-readable record of everything true about your business, with the source and freshness of every fact tracked, used to ground your own AI and feed the answer engines that describe you.
How is it different from a wiki or knowledge base?
A wiki is written for people to read one page at a time. A catalog is structured for machines to retrieve, with governance on every fact and a publish flag that routes it to internal agents, external answer engines, or both.
Why is a structured record called the future of search?
Search is shifting from lists of links to generated answers. Those answers, inside your company and on the public engines, are built from structured data, so the record becomes what determines whether you are the cited answer.
Do we own the catalog?
Yes. Like everything SFM builds, the record is yours. It is an asset that compounds as you hold it, rather than something you rent from a platform.