AI INST
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Services/AI Managed Services

Someone is watching it. It isn't you.

AI systems drift. Models get deprecated, prices change, an API you depend on shifts under you, and a workflow that ran perfectly in March quietly stops in June. We keep yours running: monitored, tuned, patched and reported on, whether we built it or inherited it.

All systems99.9%
Lead follow-up agent12s ago
Invoice reconciliation1m ago
Support triage3m ago
Weekly reporting9m ago
What we do

The work, concretely

01

Monitoring and on-call

Health checks on every workflow and agent, alerts when output quality drifts rather than only when something breaks, and a human who picks up.

02

Tuning and cost control

Prompts, models and routing reviewed as the market moves, so you are not paying last year's prices for last year's quality.

03

Change with your business

New tool, new process, new team member. We extend what is already running instead of leaving you with a system frozen on launch day.

The freedom math

What you get back

24/7monitoring on every system we run
1named engineer who knows your build
0surprise invoices from model spend
Use cases

Built for moments like these

Uptime and quality monitoring across every agent and workflow

Model upgrades handled before the old one is retired

Monthly reporting on what ran, what it saved and what it cost

A named engineer on call for the days something matters

Rescue and takeover of AI systems another team left behind

Quarterly reviews that find the next thing worth automating

The humans behind the systems

Monitoring is software. Knowing what to do about it isn't.

An alert on its own is just noise at 2am. Yours goes to a named engineer who already knows your build and can tell a real failure from a busy Tuesday.

  • One named engineer, not a ticket queue
  • Monthly reporting in plain language
  • Everything documented, nothing locked to us
AI INST reliability engineerReliability engineer
FAQ

Questions, answered