A build ships once. Running it is ongoing: tools change their APIs, models get better, traffic patterns shift, something breaks at the worst time. Operations Partner covers that work for the AI systems Simple4u builds.
On-call engineering
Production breaks at the worst time: a booking integration stops, a webhook drops, a model call starts failing. We triage and ship the fix. The engineers on call are the ones who built the system.
- Production incident response
- Hot-fix deployment
- Root-cause writeup after each incident
- Monitoring and alerting set up during the build
Fixes when tools change
Google changes a report format. A vendor deprecates an endpoint. A payment processor changes its webhook shape. We watch for it and patch the system before it fails silently on you.
- Vendor API and integration monitoring
- Breaking-change patches
- Data pipeline checks
- Dependency and security updates
Model updates
AI models move fast. When a newer model does the job better or cheaper, we test it against your real data and switch when it is a clear improvement, not before.
- Model evaluation against your own data
- Prompt and pipeline updates
- Cost and latency tracking
- A rollback plan for every change
Monthly report
A short report each month: what the system did, what we changed, what we recommend next. Written for the person running the business, not for another engineer.
- What ran and what it cost
- What we fixed or changed
- What we recommend for next month
- A call if you want to talk it through