Keep your AI/RAG feature healthy and accurate.

• 01 You have a live AI/RAG feature and need someone to keep it accurate and cost-controlled.
• 02 Your AI answers are drifting or degrading and you do not have the specialism in-house to diagnose why.
• 03 You want a monthly health report and proactive tuning, not reactive firefighting.
• 04 Your builder disappeared after launch and the feature is slowly getting worse.

AI features degrade in ways traditional software does not: retrieval quality drifts as content changes, model updates shift behaviour, and costs creep up without visibility. A monthly retainer means someone who built production RAG is watching the metrics, re-ingesting content, tuning guardrails, and catching problems before your users do.

• 01 Monitoring of answer quality, retrieval accuracy, drift and costs.
• 02 Pipeline and index upkeep: content re-ingestion, schema updates, embedding refreshes.
• 03 Tuning and guardrail adjustments based on real usage data.
• 04 Monthly health report with metrics and recommendations.
• 05 Priority response for AI-related incidents.

1. 01 Free 20-minute fit call. You describe your AI feature; I confirm the retainer scope.
2. 02 I onboard: access, monitoring setup, baseline metrics.
3. 03 Monthly cycle: monitoring, tuning, re-ingestion, health report.
4. 04 Standing async access for questions and incident response.

No lock-in, no long-term commitment. If the first month does not deliver value, you walk away and owe nothing beyond that month.