Use cases
One platform. Every data question.
See how teams use DataOps agents across retail, marketing, finance, operations and automotive.
Retail & Q-Commerce
Track GMV, basket size, stock-outs and delivery SLAs across dark stores.
Cleaner → SQL → Advisor
KPIs tracked
- GMV & AOV
- Orders per store
- Stock-out rate
- Delivery SLA
- Repeat rate
Marketing
Compare channel ROAS, CAC and funnel conversion; find the next rupee's best home.
Marketing → Viz → Advisor
KPIs tracked
- ROAS
- CAC
- CTR & CVR
- New vs returning
- LTV:CAC
Finance
Reconcile, forecast and explain variance without waiting on the BI team.
SQL → Anomaly Watch → Advisor
KPIs tracked
- Revenue variance
- Burn & runway
- Expense mix
- Collections
- Unusual transactions
Operations
Monitor throughput, delays and bottlenecks — with alerts before customers notice.
Cleaner → Anomaly Watch → Viz
KPIs tracked
- P90 delivery time
- Throughput
- Late-order rate
- Hub utilisation
- Cost per order
Automotive
Price used-car inventory, spot depreciation curves and fast-moving models.
SQL → Viz → Advisor
KPIs tracked
- Avg price by model
- Depreciation curve
- Days to sell
- Fuel mix
- Price per km