KPI dashboard and reporting warehouse
One set of trusted numbers, refreshed automatically, in place of a weekly scramble to assemble slides.
- Python
- BigQuery
- dbt
- PostgreSQL
Example project · New build
Real-time equipment telemetry dashboard
Live readings from equipment in the field, with alerts, history and a view that works on a tablet in a truck.
This is a representative example of a project type we take on — a typical situation, approach and scope — not a description of a specific client engagement. Timelines are indicative; yours will depend on the details.
The situation
Equipment generates data continuously, but it is seen hours later, if at all. Operators want to know now when a reading drifts, and engineers want months of history to find out why.
How we approach it
- Ingest over whatever the hardware speaks, and buffer through connection drops.
- Store time-series data efficiently so long history stays fast to query.
- Stream updates to the browser instead of polling.
- Tune alerts with the operators; an alert that fires too often gets ignored.
What gets delivered
- Ingestion service
- Time-series storage
- Live dashboard with alerting
- Historical analysis and export
Related
Similar examples
Customer portal for a field-services business
A self-service portal where customers book visits, approve quotes and pay invoices — replacing phone calls and emailed PDFs.
- React
- TypeScript
- Node.js
- PostgreSQL
Booking and scheduling platform
Online booking with real availability, deposits, reminders and calendar sync, built around one business's actual rules.
- Next.js
- TypeScript
- PostgreSQL
- Stripe
Does this sound like your project?
Tell us how yours differs. The details are where the real plan comes from.