AI-powered cloud operations
ObsMate brings signals, metrics, workload topology, specialized AI agents, and recorded evidence into one incident workflow—so teams reach a defensible answer faster.
Operations overview
See investigation volume, status, outcome, and recent activity across connected AWS accounts—without losing the incident history behind the totals.
A shared command view for cloud operations, platform engineering, and incident leadership.
Four connected capabilities
ObsMate keeps the incident, workload, evidence, and investigation trail connected so every answer can be reviewed in context.
Incident intelligence
Turn a stream of operational signals into a structured incident history with status, scope, evidence state, and investigation outcome in one view.
Evidence-backed analysis
ObsMate assembles the signals, cloud context, and agent findings behind an incident so responders can review the reasoning—not just receive another opaque summary.
Workload context
Map the services and dependencies involved in an incident so investigators can understand where the signal originated and what it may affect.
Explainable investigation
Follow each investigation step—from topology mapping and metric retrieval to alarm reproduction and recorded evidence—with a transparent operational timeline.
How ObsMate works
The platform coordinates specialized investigation steps while preserving the evidence and reasoning needed for an engineer to review the result.
Start from an operational alarm or event and establish its scope, status, and immediate context.
Bring the affected resources, dependencies, metrics, and surrounding cloud environment into view.
Specialized agents retrieve evidence, test hypotheses, and share findings through a coordinated workflow.
Present root cause, confidence, evidence, and recommended next steps in a persistent incident record.
A practical comparison
ObsMate complements the monitoring stack by connecting the work that usually happens after an alert fires.
| Area | With ObsMate | Conventional approach |
|---|---|---|
| Starting point | An incident enriched with cloud and workload context | An alert and a link to a dashboard |
| Investigation | Specialized agent steps coordinated around one incident | Engineers move manually across consoles, queries, and tools |
| Architecture context | Relevant resources and dependencies kept with the investigation | Topology reconstructed from tribal knowledge or separate systems |
| Evidence | Metrics, actions, and findings recorded in a reviewable timeline | Evidence scattered across tabs, notes, and chat threads |
| Outcome | Root cause, confidence, and next steps in one incident record | A hand-written summary after the incident is resolved |
Frequently asked questions
Start with the alerts, evidence sources, account structure, and approval boundaries your operations team already uses.
Visit ObsMate.aiObsMate is an AI-powered cloud operations platform that investigates incidents by combining operational signals with AWS resource, metric, and workload context. It produces a reviewable incident record with evidence, reasoning, and recommended next steps.
No. Monitoring and observability tools remain the system of record for telemetry and alerts. ObsMate adds an investigation and correlation layer that uses those signals together with infrastructure context to reduce the manual work between an alarm and an informed response.
A general assistant can summarize text supplied to it. ObsMate is designed around cloud incidents: it gathers scoped operational evidence, maps relevant workload context, records its investigation steps, and organizes the result for technical review.
ObsMate focuses on investigation, evidence, root cause, and remediation guidance. Any automated action should follow the access controls, approval policies, and operating model agreed for your environment. CloudVests can help define that boundary during evaluation.
Access is scoped to the accounts, regions, and evidence required for the agreed use case. Permissions, retention, operational boundaries, and deployment requirements should be reviewed with your security team before production onboarding.
See your operations differently
Explore how ObsMate can connect your AWS signals, workload topology, agent analysis, and operational evidence.
