One system. Three layers. Five specialist agents.
Cloud telemetry flows in, gets reasoned over by specialist agents sharing one knowledge base, and comes out the other side as either a proposal or — once policy and a human allow it — a safely executed change.
How data becomes a decision.
Three layers, one continuous loop: observe, reason, act.
Every recommendation is traceable to a source. Every high-impact action passes through the same approval path.
That's the design principle behind the whole platform — trusted by the engineers who have to answer for what it does, not just what it flags.
Five specialists. One brain.
Each agent owns a domain an SME would otherwise need a dedicated hire for. All of them read from the same knowledge base, so a cost decision knows about an open vulnerability, and an incident knows what changed in the last deploy.
Cost & rightsizing
Finds the spend nobody's watching.- Detects idle compute, orphaned resources, and data-transfer egress hotspots
- Optimizes storage tiers and flags container and database waste
- Tracks commitment coverage and recommends Reserved Instances / Savings Plans
- Proposes Terraform-based fixes that route through policy-gated approval
Health & incidents
Catches the anomaly before the page.- Monitors infrastructure health continuously
- Detects anomalies and predicts incidents
- Assists root cause analysis in real time
- Validates deployments, automates remediation via runbooks
Posture & vulnerabilities
Checks the fence line, all the time.- Checks posture against CIS, SOC 2, ISO 27001, NIST
- Detects vulnerabilities and misconfigurations
- Monitors IAM risk across accounts and roles
- Prioritizes remediation by actual exposure
Audit & evidence
Audit-ready, every day of the year.- Continuously maps evidence to compliance controls
- Cuts the manual effort auditors used to demand
- Shares findings directly with the SecOps agent
- Turns audit season into a non-event
Natural language over your whole estate
The interface to everything the other four know.It learns your architecture and operational history, so anyone on the team can ask a plain-language question and get a grounded answer — not a dashboard to go interpret themselves.
Built for safe autonomy, not black-box automation.
Every recommendation is traceable to a source, and every high-impact action passes through the same approval path.