Production AI monitoring
manageAI Monitoring
Continuous oversight for production AI
Track model behavior, drift, incidents, quality signals, and owner actions after AI systems move into production.
Where it fits
Use it when the operating priority is clear.
Model drift and performance signals
Incident and exception handling
Owner accountability after deployment
Evidence for ongoing oversight
What it produces
Reviewable output, not another static dashboard.
Monitoring register
Incident log
Drift alerts
Oversight evidence
Workflow
The decision path stays visible.
01
Connect production signals
Bring model behavior, business KPIs, incident data, and owner context into one governed view.
02
Detect and assign
Surface drift, quality issues, and exceptions with clear owner action instead of passive dashboards.
03
Keep an evidence trail
Preserve decisions, remediation, and oversight activity for audit, compliance, and leadership review.
Proof in production
Built for AI systems that already affect pricing, operations, service, risk, or customer decisions.
DSG.AI has deployed 250+ production AI systems and operates with ISO 27001 certification.
Request a Demo