Ongoing Support

Fractional AI Reliability Partner.

Ongoing engineering support for teams that need a steady hand in production.

§01

When the system is live.

Once the system is live, the work changes. You need regular review of incidents, traces, regressions, model changes, and release decisions. This service gives you ongoing technical oversight without hiring a full AI reliability function immediately.

§02

What we do each month

  • 01 Review production traces and incident patterns
  • 02 Tune evals and expand regression coverage
  • 03 Replay traces against new models or prompt versions
  • 04 Review tool changes, permission drift, and cost anomalies
  • 05 Advise on releases, rollouts, and rollback criteria
  • 06 Track score movement across the seven layers
§03

What you get

  • 01 Monthly system health summary
  • 02 Updated score trend by layer
  • 03 Incident and regression review
  • 04 Prioritized recommendations
  • 05 Support on major model or tool changes
§04

Best for

  • 01 Teams shipping AI features continuously
  • 02 Products with growing traffic or tenant complexity
  • 03 Teams without a dedicated AI reliability lead
  • 04 Founders or product leaders who want technical oversight without a full-time hire

Keep the system stable as it changes.

Production AI drifts over time. This service helps you catch the drift before it hits users.

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Related legacy capability.