Natural language · Legacy databases

Your legacy database, answering in plain English.

danalyz.ai sits between your people and the systems that actually run your business — the ones built decades ago, patched ever since, and far too important to replace. Ask a question. Get a governed, permission-checked answer. No SQL required.

// Runs on your premises or on ours. Your data never trains anyone's model.

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Question
Danalyzed:
✓ permissions checked read-only · logged
What you get back

Get it danalyzed.

Ask a question of most tools and you get a table with 4,000 rows — the analysis is still your job. danalyz.ai returns what a sharp analyst would hand you: a direct answer with the key figures up front, followed by a "worth noting" insight that goes beyond what you literally asked — the pattern in the data, the exception that changes the picture, the cheaper option you didn't know to ask about. It's the difference between being handed data and being handed a conclusion.

How it works

AI answers. Humans make sure it's set up to answer correctly.

Legacy schemas are full of traps — column names like FLDX07, business rules that live in someone's head, tables that look current but aren't. That's why setup isn't self-service. Our engineers configure and verify every connection before your team asks a single question.

STEP 01

We connect your databases

We plug into your existing systems, however old or unusual, without migrations, without touching your data. Each company can connect as many databases as it needs.

HUMAN IN THE MIDDLE
STEP 02

We teach the AI your schema

Our engineers map your tables, decode the cryptic column names, encode your business rules, and test the AI's answers against known-good results — until it's provably right, not plausibly right.

STEP 03

Your team just asks

Anyone with access types a question in plain English and gets back a conclusion, not a spreadsheet — the answer up front, the key numbers highlighted, and anything unexpected flagged. Drawn only from the databases their permissions allow.

Governance built in

Enterprise controls, not an AI free-for-all.

Every query passes through the same gates: who's asking, what they're allowed to see, and what it's allowed to cost.

Access control

Full permission control

Permissions follow your users, down to the database, table and row level. A warehouse supervisor and a CFO can ask the same question and each gets only what they're entitled to see.

Cost control

Token budgets per team

Set monthly or per-user token budgets so AI spend is a line item you decide, not a surprise on an invoice. Soft warnings, hard caps, and full usage reporting per tenant.

Isolation

Multi-tenant by design

Each company operates in its own isolated tenant with its own users, connections, budgets and logs. Nothing crosses the boundary — not data, not context, not configuration.

Reach

Multiple databases, one question

Connect every system that matters — finance, billing, stock, operations — old and new alike. Users query across all of them at once, limited only by their permissions.

Production safety

Query your live data — or a backup. Your call.

Point danalyz.ai at production for up-to-the-minute answers, connected strictly read-only. Or point it at a replica or nightly backup so queries never touch the systems running your business — ideal for fragile legacy databases where nobody wants extra load. Set it per database, mix both, and switch at any time.

Deployment

Run it where your compliance team sleeps best.

Same product, same governance, two homes. Choose per company — and change your mind later without re-doing the setup.

Option A

On your premises

Deployed inside your network, behind your firewall, under your security policies. Nothing leaves the building.

  • Runs on your infrastructure or private cloud
  • Ideal for regulated industries and strict data residency
  • We install, configure and maintain it with your IT team
  • All governance features included, identical to hosted
Option B

Hosted on our servers

We run the platform; you connect securely. Live in days, with zero servers for you to patch.

  • Encrypted connections to your databases — data stays in place
  • Fully managed updates, monitoring and scaling
  • Isolated tenant per company, with per-tenant audit logs
  • Start hosted, move on-premises later if you need to
Pricing

Priced like the service it is.

One setup project to get your databases verified, then a predictable monthly fee. AI usage is metered against a budget you set — so the spend is always your decision.

Once-off

Verified setup

$3,500 / first database
+ $1,000 per additional database
  • Engineer-led connection and schema mapping
  • Business rules encoded, cryptic fields decoded
  • Verified against your 20 test questions before go-live
  • Fixed price, defined deliverable — no hourly surprises
Start a setup project
Monthly · On-premises

On-premises

$650 / month
setup from $5,000 · runs inside your network
  • Installed behind your firewall, under your policies
  • Nothing leaves the building — full data residency
  • Support retainer covers updates and re-verification
  • All governance features, identical to hosted
Discuss on-prem

// 3-month minimum term. Material schema changes are re-verified at a fixed day rate, quoted up front. Early clients: ask about our reference-customer discount on setup.

Get started

Danalyze your worst schema.

The first step is a setup call with an engineer — not a sales deck. Show us a database, tell us the three questions your team asks every week, and we'll show you the answers.