03 · AI & Automation
Managed AI Operations.
Production AI drifts: models get deprecated, costs creep, quality slips. We monitor what we ship, handle upgrades and incidents, and keep a regular eye on cost and quality so the system stays as good as the day it launched.
Operations · SRE · Cost
What this covers
01
Production monitoring
Latency, errors, and output quality watched continuously, not quarterly.
02
Model upgrades
New models adopted safely behind evals: the gains without the surprises.
03
Incident response
When something breaks, a senior engineer is already on it.
04
Cost & quality reviews
Routing, caching, and batching tuned so the bill keeps shrinking.
Also in AI & Automation
You walk away with
Outcomes, not hours.
- An SLA-backed owner for your AI systems
- Lower run-cost through ongoing tuning
- Quality that holds as models change
Covered by the $5,000/month retainer like everything else in the catalog, or quoted as a fixed project when the shape is clearly bounded.