Solutions · Public Sector
Answers for public programmes, from the data they already collect.
Government departments and public enterprises run large programmes on data spread across systems and reports. QuerySafe lets officers and programme teams ask direct questions and get traceable answers, without waiting for the next MIS cycle.
AskWhich districts are behind target on scheme rollout this quarter?
14 of 72 districts are more than 20% behind their quarterly rollout target. Most delays trace back to two supply batches.
| District | Target | Installed | Gap |
|---|---|---|---|
| District 17 | 12,000 | 7,480 | −38% |
| District 42 | 9,500 | 6,210 | −35% |
| District 08 | 15,000 | 10,900 | −27% |
programme.installations · programme.targets · geo.districts
Questions teams ask
In public sector, the questions change every week.
- AskWhich districts are behind target on scheme rollout this quarter?
- AskWhere did procurement lead times exceed 60 days?
- AskCompare monthly energy savings reported across states.
- AskWhich vendors have the most delayed deliveries this year?
The problem today
Why programme data is hard to question
- 01
Progress is reported, not queried
District and state teams send periodic returns. By the time a gap shows up in a consolidated report, the window to act on it has often passed.
- 02
Few people can run the analysis
Departments rely on a small technical cell or an outside agency for every new cut of the data, so simple questions wait in line behind large ones.
- 03
Answers must stand up to review
Public figures get audited. An answer is only useful if it shows where the numbers came from and who was allowed to see them.
A working week, before and after
Programme monitoring officer
Today
Consolidates state reports into a spreadsheet before every review meeting.
With QuerySafe
Asks for the laggards before the review and follows up on the supply batches behind them.
What QuerySafe helps with
Capabilities for Public Sector
- Track programme and scheme progress against targets.
- Compare performance across states, districts and units.
- Understand procurement timelines and vendor performance.
- Prepare summaries for reviews and reporting.
- Keep answers traceable, with access limited to approved data.
QuerySafe products are live today. Demo figures on this page are illustrative.
FAQ
Public Sector: questions buyers ask
Are QuerySafe products live today?
Yes. QuerySafe Agent, Buddy, Compass and WhatsApp are live today.
Do our people need to know SQL or our table structures?
No. People ask in plain language. QuerySafe works out which tables and fields hold the answer and shows the sources behind the result, so an analyst can still check the logic.
Can answers be traced for audit?
Answers are designed to show the data they draw on, so a reviewer can trace a figure back to its source. Questions can be reviewed afterwards.
Can QuerySafe run inside our own infrastructure?
QuerySafe starts as a managed service on Google Cloud. Private deployment inside your own cloud boundary can be discussed for organizations with stricter requirements.
How do we evaluate it?
Bring the questions your team asks every week and tell us how they are answered today. We walk through your BigQuery data and show how QuerySafe approaches questions like yours. You can request a demo from any page.
Bring your hardest data question.
Tell us the questions your team keeps asking. We'll show you how QuerySafe approaches them.