AI Application Support & Maintenance
Keep your AI systems working after launch: models, pipelines, and integrations.
What you get
Production support for AI applications such as LLM assistants, RAG search, and ML pipelines. We investigate failures, monitor quality, update dependencies, and fix integrations so the system keeps delivering.
- Issue triage and fixes for AI pipelines and APIs
- Quality and drift monitoring
- Dependency, model, and prompt updates
- Usage and cost reporting
Typical timeline
Ongoing
Engagement model
- Raise tickets by web form, email, or call
- Triage and assignment to a specialist
- Updates by email until resolved
- Plans and coverage hours agreed up front
FAQ
AI Application Support & Maintenance: common questions
LLM-based assistants, retrieval (RAG) search, machine learning models and the pipelines and integrations around them.
Related services
Ready to start
Turn one AI use case into measurable production value.
Book a 30-minute consultation. We will walk through the use case, sketch the value case, and tell you honestly whether we can help.