Routing that keeps up with the models.
Model prices and capabilities change every few months, and so does your code. We monitor cost and quality per route, re-evaluate when new models ship, and report savings against your original baseline so the gains don't erode.
You keep
- Cost and quality dashboard per route
- Model re-evaluations as new releases ship
- Monthly savings report against baseline
Who it's for
Built for teams paying real money for AI coding tools.
- Organizations that have routing in production and want it to stay tuned.
- Platform teams without time to track every model release and price change.
The problems we solve
- 01
Yesterday's cheapest model isn't today's
New models ship constantly. A routing policy that isn't re-evaluated leaves money on the table.
- 02
Savings drift
New teams, new tools, and new habits push spend back up unless someone is watching.
Process
How the engagement runs.
Clear stages, explicit decision gates, and an artifact at every step — so progress is visible and nothing depends on trust alone.
Step 01
Monitor
Track cost, quality, and latency for every route.
Step 02
Re-evaluate
Test new models against your task set when they ship.
Step 03
Rebalance
Move jobs to cheaper or better models when the evidence supports it.
Step 04
Report
Monthly savings against your baseline, attributed to specific changes.
Deliverables
What you own at the end.
- Cost and quality dashboard per route
- Model re-evaluations as new releases ship
- Monthly savings report against baseline
Typical outcomes
What changes for your business.
- Savings that hold, or grow, over time.
- Routing decisions always backed by current evidence.
FAQ
Questions leaders ask us.
Can this start with routing we didn't build?
Yes. We start from a baseline of your current setup and take it from there.
Other services
Start the conversation
Stop paying frontier prices for routine work.
Tell us which coding tools your engineers use and roughly what you spend. We'll show you where the tokens go and what routing would change.
We respond within 1 business day. Mutual NDA available before any data discussion.