Operate · Ongoing
Fractional AI Reliability Partner
Ongoing support for teams that want regular review of incidents, regressions, model changes and release decisions.
Mode Ongoing
Covers Layers 1, 2, 6, 7
You end with Regular reviews
In
Every request
01 Models
02 Prompts
03 Guardrails
04 Budgets
05 Tools
06 Traces
07 Evals
What we keep switched onFilled squares = layers covered
What we review
What changes → What we do 01 Model control Providers change or retire models Review model changes before they reach users
02 Prompt operations Prompts change with every release Check prompt changes against your evals
06 Observability Incidents and cost spikes Review incidents and trace the cause
07 Evals Quality drifts between releases Track regressions and advise on releases
When it fits
Your system is in good shape and you want it to stay that way as models, prompts, traffic and your team change.
Teams without a dedicated AI reliability function
Products with frequent model or prompt changes
Leaders who want a second opinion on release decisions
What you walk away with
01 Incident reviews
02 Regression reviews
03 Model change reviews
04 Release decision support