Illustrative scenario. Figures are modelled on typical Omnifys deployments and are not drawn from a named client engagement.
The challenge
A mid-sized manufacturer with volatile order patterns planned production monthly and reacted to demand swings with overtime and expedited freight. Delivery promises were made optimistically and missed roughly 15% of the time.
What Omnifys deployed
- Demand forecasting per product family with seasonality
- Capacity modelling against actual line throughput
- Scenario simulation before committing to a schedule
- Delivery date promises generated from real capacity
Agents used: Demand Planning Agent, Program Simulation Agent, Campaign Planning Agent.
Results
- 38% — reduction in premium overtime
- 15% to 4% — missed delivery dates
- $310K — annual saving in expedited freight
- Weekly — planning cadence, up from monthly
Why it worked
The simulation step mattered most. Testing a schedule before committing to it removed the optimism that caused the missed dates.
Explore this for your business
Every Omnifys agent routes tasks across 15+ leading LLMs, integrates through n8n, Zapier and 300+ connectors, and ships with monitoring, audit trails and human-approval steps you control. Typical deployment runs two to six weeks from discovery to production. Book a free 30-minute consultation to map the highest-impact automation for your team.