Managed Operations for Enterprise AI.

Keep the AI system monitored, tuned, and operating after launch.

Watch health, uptime, and drift across the running system.

Latency trend 0ms
P95 exceeded threshold for 18 minutes.
Traffic moved to available capacity.

Adjust prompts, retrieval, and parameters as data shifts.

Iterate on prompts and orchestration as requirements change.

Track SLOs, alerts, and incident response end to end.

SLO attainment 01234567890123456789 %
78% Error budget remaining
4m 12s of Avg. MTTR

Detect, triage, and resolve failure modes as they emerge.

Keep ingested and generated data accurate and current.

Adapt to upstream and downstream system changes.

Roll new model versions in without disrupting production.

Origon operates AI as production software.

The system is monitored, evaluated, and adjusted as workflows, data, models, and business requirements change.

All Services Online in last 30 days
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Making agents work is continued effort.

The first deployment is not the end of the work. Production AI needs ongoing tuning, monitoring, integrations, and operational ownership.

ObserveRefineDeploy

Keep the AI system tuned, monitored, and operating after launch.

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