Database Chat

Just ask your data.

Plain-language answers from your systems — accurate, and without text-to-SQL.

The challenge

Answers you cannot trust are answers you cannot use.

Business teams need answers from core systems — but every question means a ticket to the data team. Self-service BI and text-to-SQL tools guess at joins and values: on real enterprise schemas, text-to-SQL accuracy collapses to 10–20%. Least of all is that enough for a regulated decision.

Why Dynizer

From a plain-language question to a trustworthy, sourced answer.

  • Exact instance queries — not text-to-SQL guesswork — your records become semantic sentences; questions are answered from exact stored facts.
  • Every answer traceable to the source record — defensible to a regulator.
  • Structured & unstructured, one place — query your database and your documents together.
  • The LLM of your choice, in your environment — private, local, or none at all.

Dynizer maps every database record into the same five typed dimensions it uses for documents — WHO, WHAT, WHERE, WHEN, ACTION — and turns records into accurate natural-language sentences. A question retrieves exact instances, never a guessed SQL query. The language model only presents what was retrieved; it cannot invent a row that doesn’t exist. Native to your database: Dynizer’s patented core is SQL-compatible and runs alongside your existing databases — no data migration, no exotic infrastructure, no cloud round-trips required.

What you gain

Self-service answers

Business users ask in plain language — no SQL, no data-team queue.

Accurate & complete

Exact records, not fuzzy matches or hallucinations.

Audit-ready

Every answer traced to source.

Answers in seconds

From question to result, not days.

Only with Dynizer

Direct access for any LLM

No text-to-SQL layer to break.

Structured → natural language

Records become accurate sentences, not approximations.

Private by design

Anonymised before anything leaves your walls.

~10×
faster answers
80%
fewer data-team requests
<12 wks
to production
€0
pay-per-token

Indicative figures — replaced by your measured results.

Where it’s proven

Validated with a major Belgian bank — plain-language answers from core banking, CRM and risk systems, trustworthy enough for regulated decisions.

WEEKS 0–3

Proof of concept

On a sample of real data.

WEEKS 4–8

Pilot

With one business team.

WEEKS 9–12

Production

Rolled out & governed.

“Our people just ask — and get an answer they can act on.”

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.

A short working session on a real case — no slideware. We reply within one business day.