Demand and inventory
Forecast demand, replenishment, and stockout risk from sales, inventory, promotions, and external signals.
Synthefy-Nori-V1 — Replaces XGBoost
·→Synthefy is the foundation model partner for teams shipping forecasts, simulations, anomaly detection, and decision agents on real business data.
Two regions show elevated stockout risk. The largest driver is supplier lead-time variance.
Start with one production workflow, then extend the same model layer across teams and systems.
Forecast demand, replenishment, and stockout risk from sales, inventory, promotions, and external signals.
Predict revenue impact, price sensitivity, churn risk, and margin tradeoffs before decisions go live.
Score structured events, flag anomalies, and explain which signals are driving risk.
Turn sensor, usage, and service data into failure forecasts and proactive maintenance workflows.
Run scenarios for demand, capacity, pricing, and operations without rebuilding a model for every question.
Deploy agents that monitor structured data, detect shifts, and recommend next actions.
Warehouses, tables, time series, metrics, logs, and business context.
Forecast, simulate, detect anomalies, and score risk without training a custom model per use case.
Monitor outputs, explain changes, connect actions, and keep prediction workflows reliable.