AI Agent Maintenance & Operations
Your AI agents, watched, tuned, and improving every month.
An AI agent is not a project you finish. Models get upgraded, costs drift, prompts decay, and edge cases pile up. Our maintenance retainers keep your agents accurate, fast, and on budget, whether we built them or someone else did.
Capabilities
What we deliver.
24/7 monitoring & alerting
Uptime, latency, error, and quality monitoring on every agent, with alerts that reach a human engineer before your customers notice anything.
Quality evaluation & tuning
Ongoing evals against real conversation samples, with prompt and retrieval tuning whenever accuracy slips or your business rules change.
Cost management
Token-level spend tracking with monthly optimization: caching, model right-sizing, and routing cheap tasks to cheap models. Budgets are capped, never surprising.
Model upgrades & migrations
When providers ship new models or retire old ones, we test, benchmark, and migrate your agents on our schedule instead of a deprecation deadline's.
Incident response
A named engineer, defined SLAs, and tested rollback paths. When something breaks at 2am, it gets fixed without a project kickoff meeting.
Takeover of existing agents
Inherited a chatbot or automation nobody maintains? We audit it, stabilize it, document it, and put it under management like we built it ourselves.
Outcomes
What changes for your business.
- Agents that stay accurate as your business changes
- AI spend that trends down, not up, quarter over quarter
- Zero deprecation emergencies when models are retired
- A monthly report your leadership actually reads
Questions
Answers, before you even ask.
Because everything around them moves. Providers upgrade and retire models, your products and policies change, users find new edge cases, and token costs drift with usage patterns. Without monitoring and tuning, an agent that was excellent at launch quietly degrades into one that embarrasses you. Maintenance keeps quality measured and rising.
Ready to put Agent Ops to work?
Book a consultation and get a straight answer on scope, timeline, and cost, usually within one call.