Use cases

Build live dashboards

Turns plain-language questions into SQL and builds live dashboards over your own databases. Ask in Azerbaijani, Russian or English.

Turn plain-language questions into live dashboards — no SQL skills required

Allmaz is a self-hosted, AI-powered data platform that lets analysts, managers, and domain experts query their own databases using everyday language in Azerbaijani, Russian, or English. Instead of waiting on an engineering team or learning a query language, any team member can type a question as they would ask a colleague and receive a live dashboard in seconds. The platform automatically converts that question into SQL — handling joins, filters, and aggregations — executes it against a read-only connection, and renders the results as interactive charts and tables backed by real, current data.

Capabilities

Why teams choose Allmaz for self-service live dashboards

Ask questions in the language you think in — Azerbaijani, Russian, and English are all supported natively, with no translation step or extra configuration required.

Get live dashboards connected directly to your own databases, eliminating manual data exports, stale spreadsheets, and the delays that come with them.

Maintain full auditability: every answer displays the exact SQL that was executed, so stakeholders can verify results and data teams can spot edge cases instantly.

Protect your data with a read-only, least-privilege database role restricted to SELECT operations only — the platform is architecturally incapable of writing, updating, or deleting records.

Deploy entirely on your own infrastructure by running the provided Docker image on any compatible host, keeping all data processing and storage within your environment.

Remove the bottleneck on engineering teams by empowering non-technical staff to self-serve their own data questions, freeing developers to focus on higher-value work.

Key capabilities

Plain-language to SQL

Type a question as you would ask a colleague and Allmaz generates the corresponding SQL query automatically, handling joins, filters, and aggregations behind the scenes.

Live dashboard builder

Query results are rendered as interactive, live dashboards connected directly to your databases — charts and tables refresh against real data, not cached snapshots.

Trilingual interface

Ask questions and read results in Azerbaijani, Russian, or English. The platform understands all three languages without requiring any translation step from the user.

Full SQL transparency

Every answer surfaces the exact SQL statement that produced it, so data teams can verify logic, spot edge cases, and build trust in the output.

Read-only by design

Allmaz connects through a least-privilege database role restricted to SELECT operations only, ensuring the platform can never modify, delete, or write to your data.

Self-hosted on Docker

The entire service runs as a Docker container that drops onto any compatible host, giving your organization full control over where data is processed and stored.

How it works

1Connect your database by providing a read-only credentials set — Allmaz uses a least-privilege role that can only SELECT.
2Deploy the service on your own infrastructure by running the provided Docker image on any compatible host.
3Type your question in Azerbaijani, Russian, or English using natural, everyday language.
4Allmaz converts your question into SQL and executes it against your live database in real time.
5Review the generated SQL shown alongside every answer to verify exactly how the result was produced.
6Explore results as a live dashboard that stays connected to your database and reflects current data.

Frequently asked questions

Can Allmaz modify or delete data in my database?

No. Allmaz is read-only by design. It connects through a least-privilege database role that is strictly restricted to SELECT operations, making it architecturally impossible for the platform to write, update, or delete any data — regardless of how a question is phrased.

Which languages can I use to ask questions?

You can ask questions in Azerbaijani, Russian, or English. All three languages are supported natively without any extra configuration, translation plugins, or language-switching steps on your part.

Where is my data processed — does it leave my servers?

Allmaz is fully self-hosted and runs on your own Docker infrastructure. All query execution and data processing happen within your environment, so your data is never transmitted to external servers or third-party systems.

How can I verify that the answers are accurate?

Every answer includes the exact SQL query that was executed to produce it. You or your data team can review, copy, and independently run that SQL against your database to confirm the result, making every output fully auditable from the moment it is generated.

Do I need SQL knowledge to build dashboards?

No SQL knowledge is required at any stage. You ask questions in plain, everyday language and Allmaz handles all query generation automatically — including joins, filters, and aggregations. The generated SQL is always visible alongside the answer if you or a data team member wants to inspect or reuse it.

What infrastructure do I need to run Allmaz?

Allmaz is packaged as a Docker container, so it runs on any host that supports Docker. There are no proprietary hardware requirements or cloud-platform dependencies — if your environment can run a Docker image, it can run Allmaz, keeping deployment straightforward and your data inside your own perimeter.

Ready to ask your data a question?

Deploy Allmaz on your own infrastructure today and give your team live, language-native access to the answers already inside your databases.

Request a demo