⬡ Services
Everything your business knows. Not just what is in a database.
Contracts, policies, terms, obligations and operating rules were never rows in a table, so no data platform can reach them. vCat:Enterprise captures that content, evidences it, and registers it as canonical fact your agents can act on.
Challenges
Your data estate is not your business
Your warehouse holds what your business measured. Almost nothing of what it decided, agreed or committed to ever became a row.
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The Content Nobody Piped
Contracts, policies, operating procedures, board papers, regulatory filings, supplier terms. None of it is a table, so none of it reached your data platform.
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Retrieval Is Not Knowledge
An embedding returns a similarity score, not a fact. Tagging a document records that it exists, not what it says. Neither gives an agent something it can act on.
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Outside the Perimeter
A supplier’s published terms, an obligation agreed by email, a policy that exists only as a PDF. Catalogues need a connector; this content has nothing to connect to.
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Actions Without Contracts
Agents can already read. What stops them acting safely is that nothing declares, in advance, what a valid action looks like and what it requires.
Solution
Read, resolved, registered
We read the content itself, resolve its facts against your ontology, and register them in canonical form. Not tagged, not embedded. One authoritative version, deterministic and machine-checkable, whether it came from a contract, a policy or a page on someone else’s website.
- Content read and resolved, not indexed and hoped over
- One canonical form per entity, no competing variants
- Sources inside your estate or entirely outside it
Assurance
Certified by you. Qualified in the running.
You are the registrant, so you certify what is true about your business. That is how every public register has worked for centuries. Our observability, built with Qlik, then qualifies it continuously, so a claim that stops holding surfaces as an alert rather than as a wrong answer somewhere you cannot see.
- Certified against a published, machine-checkable contract
- Qualified continuously, with provenance on every record
- Entries expire unless republished, so nothing goes quietly stale
Features
What a registry makes possible
Four properties that follow from registering fact rather than indexing documents.
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Nothing Secret Registered
The registry holds only what can be published. Access requirements are declared; credentials never are. That invariant is what makes exposing it to agents safe by construction.
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Resolved at the Edge
Globally distributed, cached, with a time-to-live on every record. Context resolves where the agent is, not where a query engine happens to live.
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Transaction Contracts
Required fields, types, cardinality and preconditions declared in advance. An action validates before anything fires, deterministically, pass or fail.
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Sits Above What You Own
Your warehouse, catalogue and semantic layer stay exactly where they are. vCat references them and adds what they were never built to hold.
Process
Implementation timeline
Demand-driven rather than exhaustive. We register what your agents actually need, in the order they need it.
Phase 1 · 2–3 weeks
Scope & Sources
Identify the decisions your agents need to make and the content that governs them. Most of it will not be in your data platform.
Phase 2 · 3–4 weeks
Canonical Model
Agree the canonical form for every entity and rule, and the contracts for any action an agent may be permitted to take.
Phase 3 · 4–8 weeks
Pilot Registry
Capture and evidence a first domain, register it, and expose it over MCP to a live agent against real questions.
Phase 4 · Ongoing
Qualified Operation
Continuous observability, drift detection, and republication as the business changes. The registry stays true because it is watched, not because it was correct once.
Give your agents something authoritative to read
VISEON is built by Differentia Consulting, preparing enterprise data models for business intelligence and AI since 2002, and the only Qlik partner globally doing this. Let’s look at what your agents currently have to work with.