Database AI & Natural Language Querying
Most business questions can already be answered from data in your databases, but getting the answer usually means waiting for a report. AICubes builds natural-language query systems that translate questions in Arabic or English into safe, read-only SQL, run them against approved data sources and return answers, tables and charts.
The language model runs privately, sees only the schema and data each user is allowed to access, and every generated query is logged for review.
What we deliver
- 01
Text-to-SQL engine
Question-to-query translation tuned to your schema, business terms and naming conventions.
- 02
Semantic layer
A curated catalogue of tables, metrics and definitions so answers use agreed business logic.
- 03
Access control
Row- and column-level permissions inherited from your existing security model.
- 04
Safe execution
Read-only connections, query validation, cost limits and timeouts.
- 05
Answers with evidence
Every answer shows the query used and the data behind it.
- 06
Integration
Works with SQL Server, Oracle, PostgreSQL, MySQL and data warehouses.
Typical use cases
- Executives asking ad-hoc questions about performance
- Operations teams checking volumes, backlogs and SLAs
- Finance teams exploring spend and revenue
- HR teams querying headcount and attendance
- Analysts drafting queries faster
How we deliver
On-premise, private cloud or hybrid
Deployed where your data is allowed to live — your data centre, an in-country cloud, or a mix.
Arabic and English
Interfaces, models and documentation designed for bilingual users from the start.
Integrated with your systems
Connected to existing databases, identity providers, ERPs and line-of-business applications.
Supported after launch
Monitoring, model updates and a named engineering contact once the system is live.
Frequently asked questions
No. Connections are read-only, generated SQL is validated before execution, and queries outside approved tables are rejected.
Yes. Users can ask in Arabic or English, and we map business terms in both languages to the right tables and columns during setup.
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Learn morePlan your next AI system with an engineer.
Tell us what you need to build. We respond within one business day with next steps, questions and — where the scope is clear — an indicative quote.