Continuous Optimization
Keep your AI + IoT operations sharp. Measure what matters and improve it—safely, continuously, and automatically.
Latency
p95 / p99
Accuracy
Eval suites
Tuning
Auto-thresholds
Rollouts
Canaries & rollback
How We Optimize
Practical levers that move the needle.
- A/B test model variants and prompts
- Auto-tune thresholds for detection and routing
- Cost/performance trade-offs per workflow
- Canary releases with rollbacks for edge fleets
Core Metrics
Track outcomes, not guesses.
Latency (p95/p99) and success rates
Accuracy and human-review pass rates
Throughput, utilization, and cost-to-serve