Predictive Analytics Without a Data Team: 5 Quick Wins

The new floor for SMB analytics

Off-the-shelf models are now accurate enough that the bottleneck isn't the math — it's connecting your data and acting on the output.

5 predictive wins

1. Revenue forecast — 90-day rolling projection based on your pipeline.
2. Churn risk scores — flag accounts likely to cancel before they do.
3. Reorder alerts — never run out of your top 20 SKUs again.
4. Staffing recommendations — match shifts to predicted demand.
5. Cashflow runway — know exactly how many months you have, updated daily.

Each takes under a day to wire up in Streamlyn.