Illustrative scenario. Figures are modelled on typical Omnifys deployments and are not drawn from a named client engagement.
The challenge
A vehicle manufacturer processing warranty claims across a dealer network reviewed warranty claims individually for payment. Patterns across models, build dates and component batches were only visible in quarterly analysis, by which point affected vehicles had shipped for months.
What Omnifys deployed
- Claim clustering by component, batch and build date
- Emerging defect signals flagged against baseline rates
- Root cause evidence assembled for engineering review
- Affected vehicle population identified automatically
Agents used: Fraud Detection Agent, Knowledge Insights Agent, Report Generation Agent.
Results
- 5 months — earlier defect identification
- 12,000 — vehicles kept out of the affected population
- $6.8M — estimated avoided warranty and recall cost
- Continuous — defect monitoring, previously quarterly
Why it worked
The claims data always contained the signal. Quarterly review simply looked at it five months too late to act cheaply.
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.