Ask the data in English.
A geospatial firm's operational, sales and project data lived in systems that didn't talk to each other. Now it lives in one place, and anyone in the company can ask it questions in plain language.
The problem
Operational, sales and project data sat in disconnected systems. Building a report meant consolidating it by hand, and answering a data question meant exporting spreadsheets or asking the technical person who knew where things lived.
Reports came out inconsistent, errors crept in, and every insight queued behind a small group of technical staff. Decisions waited on whoever had time to dig.
The system
Flairr built a consolidation pipeline that ingests every relevant source into one unified reporting environment, with a natural language query interface layered on top. Anyone asks a plain-language question and gets a structured answer back.
No SQL, no exports, no queue behind the technical team. Reporting that used to be a recurring chore is now instant and self-serve.
Guardrails
Answers come from the consolidated data, with figures traceable back to their source systems, so two departments asking the same question get the same number. Access follows the permissions the underlying systems already enforce.
- Industry
- Geospatial products & services
- Engagement
- Custom build
- Timeline
- 1 month to production
- Works inside
- Operational, sales & project systems
- Services
- Operational AI System
Every source, one answer.
Ingest
Data flows in from every relevant system on a schedule. No exports, no copy-paste.
Unify
Everything lands in one reporting environment with consistent definitions across departments.
Ask
Anyone types a plain-language question, "which projects ran over budget last quarter?", and gets a structured answer.
Decide
Reports are instant and self-serve, so decisions stop waiting on whoever has database access.
What the client got back.
ROI on a build that took one month from kickoff to live. The client's number, not our projection.
Of manual reporting eliminated every month, across departments instead of piling on one analyst's desk.
A year in reduced operational overhead, with the error-prone manual consolidation gone for good.