Model opportunities
Identify workloads where a different model may lower cost based on observed production telemetry.
OPTIMIZATION
Find savings with evidence.
Review cost-saving opportunities before deciding what to change.
OPTIMIZATION
Verified opportunity
Ready for review
Route classification traffic to a smaller model
Quality stayed within the approved threshold across 12,480 evaluated requests.
Savings
$8,420/mo
Confidence
94%
Quality delta
-0.3%
Risk
Low
Cost per 1K requests
Current routing$18.70
Recommended routing$11.71
WHAT YOU CAN DO
The capabilities you need.
Routing opportunities
Find traffic that may benefit from a more efficient provider or model path.
Token analysis
Surface repeated context and token patterns that create avoidable provider spend.
Validation workflow
Record pass or fail validation with operator notes before an opportunity can be marked ready.
Implementation state
Track validated opportunities through ready, implemented, dismissed and reopened states without silently changing live production configuration.
Controlled review
Keep production configuration changes outside the optimization marker until an operator deliberately applies them.
HOW IT WORKS
From connection to insight.
01
Find
Detect expensive traffic patterns, model mismatches and inefficient routing from observed telemetry.
02
Validate
Review cost, latency, reliability and available evidence before approving an opportunity.
03
Mark implemented
Record the approved implementation state after validation without silently mutating live production configuration.
GET STARTED