THE CONTINUOUS OPERATIONS MODEL
Your AI Agents Are Not Software. They Are Living Infrastructure.
Software gets deployed. Infrastructure gets managed. The COModel is how we manage yours — five operational pillars that prevent the Deployment Cliff.
Drift Detection
Are your agents still doing what they were built to do?
We test actual output quality — not just uptime. Weekly benchmark comparisons catch degradation before your clients notice. Model updates, data staleness, and prompt drift all erode performance silently. Drift detection catches it.
41 days
Average silent failure window without detection
Continuous Calibration
Optimizing what your agents produce, not just how fast they respond.
Monthly prompt optimization and model testing. When Claude or GPT ships a new version, your agents need recalibration — not just a version bump. We test before we update, and we measure after.
Monthly
Optimization reviews with actionable recommendations
Security Hardening
9 vulnerability classes. 48-hour CVE patching.
Permission auditing, dependency scanning, API credential rotation, and firewall review. We patch vulnerabilities within 48 hours — after staging tests confirm the fix doesn't break anything else.
<48hr
CVE patching with staging verification
Cost Intelligence
Stop routing everything through GPT-4 when Haiku would do.
API routing analysis and token optimization. Most deployments waste 30-50% of their API spend on inefficient model selection, redundant calls, and bloated prompts. We find it and fix it.
30-50%
Average API cost recovery within 60 days
Human Escalation SLA
Real people. Named engineers. Defined response windows.
24/7 monitoring with automatic incident detection. When something breaks, you get a named engineer — not a ticket number. 15-minute response for critical issues. Someone who answers at 11PM on a Friday.
15 min
Critical incident response SLA
See the COModel Applied to Your Deployment
The $297 Health Check audits your deployment against all five pillars. 60 minutes, written report within 24 hours, and your top 5 priority fixes.