Conversational AI · Talk-to-Your-Data

Source Ask — talk to your data

Ask questions in plain Arabic or English and get instant answers, charts and summaries — straight from your own connected data.

The product

What Source Ask does, and who it is for.

The problem

Insight is locked in dashboards, spreadsheets and databases that only analysts can query. Decisions wait days for a report that's out of date on arrival.

The solution

A conversational AI agent that lets anyone ask a question in natural language and get an instant, accurate answer — with a chart, a summary and a link to the source — from your connected systems, respecting each user's access rights.

How it works

1

Connect your data sources (databases, ERP, files, CRMs).

2

A user asks a question in plain Arabic or English.

3

The agent queries securely within that user's permissions.

4

Returns an answer + chart + source — and follows up conversationally.

Key capabilities

Natural-language queryingArabic & EnglishAuto charts & summariesRow / role-level accessWorks over SQL, NoSQL & docs

A worked example

Input. A regional manager types one line, in Arabic or English: "Which three branches missed target last month, and by how much?"

What the agent does. It resolves what your organisation means by "branch", "target" and "last month" from the connected systems, writes the query, and runs it as that manager — so a regional manager sees her own region and nothing else. Where two systems disagree, it says which one it used.

Output. Three branches named, with the gap to target beside each, a bar chart of those gaps, a one-line summary in the language the question was asked in, and a link to the underlying records so finance can check the figure. The follow-up — "and the month before?" — reuses the same context instead of starting again.

An illustration of the flow, not a client engagement.

Where it fits

If one team needs answers, Source Ask on its own is enough. If every role needs live dashboards, agents that watch the data and governed actions on top of them, that is AIBI — the full BI layer, with this same copilot inside it. To ask the same questions of outside market data, add Source Signal. Browse the rest of the AI catalogue, or see the work we have delivered in Qatar. If you want a scoped plan before committing, take the free AI audit.

Best for

ExecutivesOps ManagersSales & FinanceGov analysts

Industry fit

FinanceRetailGovernmentHealthcareLogistics

Integrations & sources

SQL / NoSQLSAP · Oracle · Odoo · ZohoExcel / SheetsData warehousesInternal APIs

Tech stack

RAG + LLMsSemantic layerVector DBPython

Deployment & security

CloudOn-premisePrivate cloudRow/role-level accessYour data stays yours

What it delivers

Faster
report turnaround
Clear
insight for every team
No
extra analysts to scale access

Proof / status

Stage: available for scoped pilots and trial deployments.

What we can show today: a live walkthrough on your own connected data during the demo, questions asked in Arabic or English. No client case study is published for this agent yet.

How you check it: a scoped pilot on one of your own sources, with the answers checked against the reports you run today.

See Source Ask on your own data.

Connect one source and ask it the questions you currently wait on a report for.

No obligation · a real answer within one business day · your data stays yours