Detect, diagnose and self-heal.
A super-intelligent SRE that watches every signal across your stack. The AIOps SIA cuts alert noise, predicts failures before they happen, finds root cause in minutes and runs pre-approved remediations — then writes the postmortem.
67%
Of organizations lose more than $300,000 per hour of downtime
Industry benchmark cited by Delos (2026)
40–60%
MTTR reduction reported across enterprise AIOps deployments
Delos, AIOps benchmarks (2026)
80–90%
Alert volume reduction from event correlation
Delos, AIOps benchmarks (2026)
Reliability: from the first anomaly to the closed postmortem, across infrastructure, applications and cloud spend.
The agent roster
Signal Correlator
Merges duplicate and cascading alerts from every tool into one incident with context.
Anomaly Hunter
Learns normal behavior per service and flags deviations without static thresholds.
Forecaster
Spots early degradation and warns hours ahead of failure or capacity exhaustion.
Root Cause Analyst
Correlates logs, metrics, traces and recent changes to name the likely cause.
Remediator
Selects a pre-approved runbook step, executes it, and verifies the fix.
Change Risk Scorer
Scores deploys and config changes for risk before they ship.
FinOps Analyst
Finds idle, oversized and orphaned cloud resources and opens savings PRs.
Scribe
Writes timelines, postmortems and prevention tickets automatically.
What the AIOps SIA does from day one.
Alert noise reduction
Ingest alerts from every monitor and collapse storms into a handful of actionable incidents, with ownership and blast radius attached.
On-call engineers see signal, not noise.
Predictive failure warning
Detect slow-burn degradation — memory leaks, disk fill, queue growth — and warn before customers are affected.
Fix it before it breaks.
Automated root cause analysis
Walk the service graph, compare against recent deploys and config changes, and present the likely cause with evidence.
Root cause in minutes, not war rooms.
Self-healing remediation
Restart, scale, fail over or roll back using pre-approved runbooks — with verification and automatic escalation if the fix doesn't hold.
Change risk intelligence
Score every deploy for risk using blast radius, test coverage and history; hold risky changes for review.
Cloud cost optimization
Continuously right-size, schedule and clean up cloud resources — and open the infrastructure-as-code PR for approval.
Savings that compound monthly.
Capacity planning
Forecast compute, storage and GPU needs from growth trends and planned launches.
Postmortems on autopilot
Timeline, contributing factors, customer impact and prevention items — drafted before the incident channel goes quiet.
A closed loop, not a one-shot answer.
- 01
Ingest
Metrics, logs, traces, events, deploys and tickets from your observability stack.
- 02
Correlate
Deduplicate, group and enrich with topology and ownership.
- 03
Diagnose
Rank likely causes with evidence and confidence.
- 04
Remediate
Run approved runbooks; verify; escalate when needed.
- 05
Learn
Postmortem, prevention tickets, and better runbooks next time.
Four modes. One dial per use case.
Observe
Reads signals and builds understanding. No actions.
Recommend
Proposes actions with evidence for a human to take.
Act with approval
Executes once a human approves, by risk tier.
Autonomous
Acts within policy, announces and logs everything.
Autonomy is set per use case and expands only when evaluations against your own historical data prove it is ready.
Guardrails
Governed by default, auditable always.
- Remediations limited to pre-approved runbooks per service
- Blast-radius limits and change freezes respected
- Every action verified, logged and reversible
- Human escalation when confidence is low
Connects to
The systems you already run.
Connections are delivered through Cana MCP adapters. Availability varies by deployment; product names are trademarks of their owners.
What we build the AIOps SIA to deliver.
−60%
Mean time to resolve
−90%
Alert noise
Minutes
To root cause
Design goals, not guarantees. Results depend on data, systems and the autonomy level you choose.
Questions, answered.
Do we need to replace our monitoring tools?
No. The AIOps SIA sits on top of the tools you already use and connects to them through MCP.
Will it take actions without us knowing?
Only the actions you pre-approve, on the services you choose. Every action is announced in your incident channel and logged.
How long until it's useful?
Alert correlation and RCA work from day one on historical data. Self-healing is switched on runbook by runbook as you build trust.
Explore the SIA family.
Put the AIOps SIA to work. Get early access.
Join the waitlist for early access to Super Intelligent Agents and updates as Cana opens up.