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Data & analytics AI

Ask your data a question. Trust the answer.

Business intelligence you can talk to, reading your databases in place through a read-only role and showing the SQL behind every answer — plus a master-data studio that turns messy, duplicated records into one governed source of truth.

Request a pilot on your data

The problem

Why this matters

SQL required

Locked-away data

The answers are in your database, but only SQL-fluent people can get them out.

Weeks-long queue

Analyst bottleneck

Every new chart waits on an overloaded data team.

Dozens of spellings

Duplicate records

The same item is written many ways, so nobody knows how many distinct items exist.

Miscoded

Spend doesn’t roll up

Wrong-field values and inconsistent categories corrupt every downstream report.

What you get

Capabilities

01

Natural-language BI

Ask in plain language; the system writes SQL, runs it read-only and answers — alongside live KPI dashboards built on your own database.

  • Trilingual: AZ, RU, EN
  • Least-privilege, SELECT-only access
  • Shows the SQL for every answer
02

AI master data management

Deterministic matching clusters and merges duplicate records; an LLM proposes fixes where rules fall short; your data steward approves.

  • Standard taxonomy classification (UNSPSC)
  • Quality tiers and a data-quality dashboard
  • Reversible edits with full lineage

How it works

From input to outcome

  1. 1 Connect your database or data extract
  2. 2 Normalise, match and classify records
  3. 3 Stewards review and publish the golden record
  4. 4 Ask questions and build dashboards on clean data
  5. 5 Every answer and change is traceable

Deployment & trust

Yours to control

Self-hosted and read-only by design. Your data is queried in place, never copied to a third-party warehouse, and no AI proposal reaches the master without human approval.

Hosting
On-prem
Languages
AZ · RU · EN
Data egress
None

Who it’s for

Made for the people who use it

Executives

Top-line KPIs and trends without waiting on an analyst.

Analysts

Let the tool draft SQL you review and refine.

Data stewards

A workbench to review, correct and publish a master you can stand behind.

Procurement heads

Spend that rolls up by real category, with match health tracked for sign-off.

In oil, gas & energy

Where it applies on the asset

Materials & spare-parts catalogues

De-duplicate MRO item masters across sites and systems so inventory and spend are visible.

Operational reporting

Let managers query production, maintenance or HSE databases in plain language.

Vendor master clean-up

Merge duplicate supplier records before an ERP migration.

FAQ

Questions

Which databases are supported?

PostgreSQL out of the box; other sources are connected through extracts or replicas scoped during discovery.

Can the AI change our data?

No. Analytics runs through a SELECT-only role, and master-data changes are stored as reviewed overrides that can be undone.

See it on your own data

A pilot runs on your documents, calls or records — measured against criteria we agree up front.

Request a pilot