MLOps and deployment
AI lifecycle management
Version, retire, and replace models on a cadence.
ops.reckap.com/ai/lifecycle
Lifecycle
RegisterRetireReplace
Version, retire, replace.
Version registry, retirement criteria, and replacement pilots before the old model goes stale.
Version, retire, and replace models on a cadence.
Problems we hear, outcomes we ship
Buyer problems
- Old models stay forever because retirement is undefined.
- Replacements ship without an audit trail.
Outcomes
- Registry with retire rules.
- Replace plan and audit note.
What is included
- Registry
- Retire rules
- Replace plan
- Audit note
How this work is shaped
Same desk language as the parent lane - scoped to this package.
ops.reckap.com/ai/lifecycle
Lifecycle
RegisterRetireReplace
Version, retire, replace.
How we deliver
Click a step - the desk below updates. That panel is a preview, not another step.
Step preview
01, Register
ops.reckap.com/ai/discover
Discover, job map
Reckap AI desk| Job | Data source | Risk line |
|---|---|---|
| Ticket triage | Helpdesk API | No auto-close |
| Lead qualify | CRM + site chat | Human closes |
| Doc Q&A | Allowlisted PDFs | Cite or escalate |
Pilot pick: one job with a named owner and a fail check.
More in this lane
Other packages under MLOps and deployment.
FAQ
Next step
Ready to talk scope?
Bring the job, the systems you already run, and who owns the handoff. We write the rest.