From Unstructured to Understood
Dynizer: the semantic foundationfor governed enterprise AI
One patented semantic layer that turns your documents, databases and media into typed, traceable facts. What your organisation gains: AI that uses 100% of your knowledge, answers you can prove, and costs you can plan — on infrastructure you control.
The reality
AI doesn’t lack data.It lacks context.
Every board wants AI in production. Most initiatives never get past the pilot — Gartner finds only 5% of Copilot deployments reach scale. The reason isn’t the models. It’s that AI has no grasp of what your data means: your documents and your databases don’t speak the same language, so AI can’t use your knowledge — or be trusted with it.
Meet Dynizer
One structure for documents and data.
This is what Dynizer is: not a chatbot, not a search engine, not a knowledge graph. A semantic layer — middleware, with or without storage — that decomposes every sentence and every database row into the same five typed dimensions, stores every element once with its origin, and makes it all queryable. No handcrafted ontology, no manual upkeep: the index builds itself from your data.
What you gain
All your data, understood & connected — structured & unstructured, with meaning, context and origin.
AI-ready, private data at a predictable cost — no pay-per-token, your model, your infrastructure.
Every fact findable, traceable & reusable — a trusted foundation for endless applications.
What Dynizer is
One semantic layer — middleware, with or without storage.
Determination, not probability — typed facts you can query, not guesses.
A self-building index — no ontologies, no manual upkeep, unlike knowledge graphs & GraphRAG.
Built to be trusted
Retrieved, not generated.
Other AI tools produce plausible text. Dynizer assembles answers only from verified facts stored from your data — and if the answer isn’t there, it says so.
Hallucination-free by design
Answers come only from stored, verified sentences — never from a model’s imagination.
Traced to the source
Every answer links to the exact sentence, document and position it came from. Every claim, provable.
Determination, not probability
Typed facts you can query — not passages a model guesses might be relevant.
One engine behind every solution — trustworthy, explainable, and yours.
Infrastructure for adaptability
Change the question, not the plumbing.
Because meaning is stored independently of format, your knowledge keeps working when everything around it changes.
Consistency first
No repeated prompt engineering, no brittle pipelines — the same knowledge, reliable in every application.
Speed of adaptation
When policies, products or structures evolve, changes propagate semantically — not through re-coding.
No lock-in
Works alongside your existing systems. No migration, no proprietary trap — your data stays yours, in open formats.
Safe to deploy
Your data private. Your costs predictable.
Your data stays private
Personal data is anonymised before anything reaches an external model — and the whole platform can run on-premise, in your private cloud, or fully air-gapped with a local LLM.
Your costs stay predictable
No pay-per-token. Run the model you choose — private, local, or none at all.
One core, every solution
One semantic core. Every solution.
Six proven solutions, one engine — each validated in production environments.
Document Intelligence
Compliance, due-diligence and research across document sets: cited, hallucination-free answers.
Explore →House style, on autopilot.Editorial Intelligence
Newsroom writing support grounded in your own archive.
Validated with NOSExplore →Find the moment.Media Intelligence
Search video, speech and live stats by meaning, in seconds.
A premium sports broadcasterExplore →Just ask your data.Database Chat
Plain-language answers from your systems — exact, no text-to-SQL.
A major Belgian bankExplore →Who changed what — and why.Lineage & Audit
Full, passive lineage across your data, with zero extra effort.
A major Belgian bankExplore →Always a valid bundle.Product Configuration
Real-time, conflict-free product configuration.
A leading telecom operatorExplore →Validated in production
Outcomes, not adjectives.
Validated with NOS, a premium sports broadcaster, a major Belgian bank and a leading European telecom operator.
Delivered through partners
We build the engine. Partners build on it.
Consono is a boutique technology company: a small, focused team engineering the semantic core our partners build on — invented over years of R&D and protected by multiple granted patents.
Get in touch
Let’s prove it on your data.
A short working session on a real case — your documents, your database, our engine. No slideware.