AI Operations
Turn telemetry into operational intelligence.
Our AI operations platform combines infrastructure telemetry, Kubernetes events, deployments, logs, metrics, traces and operational history to accelerate incident investigation.
What we do
Our AI operations platform combines infrastructure telemetry, Kubernetes events, deployments, logs, metrics, traces and operational history to accelerate incident investigation.
- Incident summarization
- Root-cause analysis
- Timeline generation
- Change correlation
- Deployment analysis
- Log analysis
- Kubernetes troubleshooting
- Suggested remediation
- Postmortem generation
- Knowledge retrieval
- Operational automation
Problems we solve
Slow incident investigation
Searching through dashboards takes time away from solving the actual problem.
Noise hides root causes
Logs, metrics, traces and Kubernetes events are hard to correlate under pressure.
Postmortems that repeat
Without change correlation and knowledge retrieval, the same incident patterns recur.
Operational toil
Repetitive investigation and troubleshooting tasks consume engineers' time.
Our approach
-
01
Assess
Understand your incident workflow, telemetry sources and operational history.
-
02
Connect
Bring telemetry, Kubernetes events, deployments and logs into one view.
-
03
Correlate
Enable change correlation, timeline generation and root-cause analysis.
-
04
Automate
Automate investigation tasks and suggested remediation.
-
05
Verify
Validate AI-assisted findings against real operational outcomes.
-
06
Improve
Feed learnings into knowledge retrieval and operational automation.
Outcomes
- OutcomeFaster incident investigation across telemetry, Kubernetes events and deployments.
- OutcomeRoot-cause analysis and timeline generation without searching dashboards.
- OutcomeLess time searching. More time solving the actual problem.
Engagement models
Assessment
We assess your incident workflow, telemetry and operational history, and identify where AI assistance fits.
Project
We build and integrate the AI operations platform with you — with full handover to your team.
Managed
Managed service options include incident response, investigation, and continuous improvement; hours and scope are agreed per engagement.
Let's engineer your platform.
Tell us what you are running today.Tell us where you want to go.
We'll help design the path between them.