Introducing Autoheal, the AI for Production Engineering
Introducing Autoheal, the AI for
Production Engineering
AI SRE for Regulated Enterprises
AI SRE for Regulated Enterprises
AI SRE for Regulated Enterprises
The only AI platform built for regulated industries featuring Zero-Trust Agentic Runtime, Production Context Graph, and Bring-Your-Own-Cloud deployment. Cut MTTR & MTTD from hours to minutes, with the security and compliance guarantees regulated enterprises require.
The only AI platform built for regulated industries featuring Zero-Trust Agentic Runtime, Production Context Graph, and Bring-Your-Own-Cloud deployment. Cut MTTR & MTTD from hours to minutes, with the security and compliance guarantees regulated enterprises require.
Incident Resolved
02:05 AM
Incident Reported
02:00 AM
All Systems Operational
10:05 AM
Systems Operational
10:05 AM
Scanning Alerts
10:00 AM
THE PROBLEM
The Reality of SRE Teams at Regulated Enterprises
$2M
median cost per hour of downtime
4 hours
avg. MTTR without automation
73%
of on-call engineers report burnout
2/3
postmortems are usually skipped
SLA penalties, support surges, and customer churn, every minute. On-call burden is the #1 driver of senior SRE turnover. More engineers on a broken system just means more humans rebuilding lost context.
What Autoheal Does For You
Maps services and team ownership, builds custom investigation skills, and refreshes runbooks with historical data.
Context Graph
Alert Triage
Root Cause Mitigation
Decision Traces
Postmortem
Maps services and team ownership, builds custom investigation skills, and refreshes runbooks with historical data.
Production Context Graph
Triages every alert
Autoheal normalizes, deduplicates, and categorizes incoming alerts, gathers real-time diagnostic signals, and uses decision traces for deep-dive analysis.
Proposes root cause hypotheses
Autoheal scores evidence-backed findings, validates them via adversarial agent review, and includes immediate mitigation fixes.
Records decision traces from engineers
Autoheal routes root cause hypotheses to on-call staff, manages Slack/Teams incident communication channels, and facilitates parallel team investigations.
Automates postmortem workflow
Autoheal generates structured 5-Why root cause analysis, proposes code-level preventive fixes, and opens PRs for accepted fixes.
HOW DO WE DISTINGUISH?
HOW DO WE DISTINGUISH?
The Autoheal Difference
Delivers Highest Accuracy
Hallucination-Proof Reasoning
Every investigation, recommendation, and remediation step is traceable to observable production evidence and operational context. Accuracy is reinforced through adversarial verification via a LLM-as-judge agent. A Production Context Graph continuously learns complex relationships between services, teams, people, and more further improving accuracy.
Evidence-backed Hypothesis minimizes inaccuracies
Verifier Agent double checks evidence against hypothesis
Decision Traces that record "why" for every decision
Live Catalog of services and teams with mapped ownership
Built For The Most Demanding Enterprises
Hallucination-Proof Reasoning
Every investigation, recommendation, and remediation step is traceable to observable production evidence and operational context. Accuracy is reinforced through adversarial verification via a LLM-as-judge agent. A Production Context Graph continuously learns complex relationships between services, teams, people, and more further improving accuracy.
Evidence-backed Hypothesis minimizes inaccuracies
Verifier Agent double checks evidence against hypothesis
Decision Traces that record "why" for every decision
Live Catalog of services and teams with mapped ownership
Delivers Highest Accuracy
Hallucination-Proof Reasoning
Every investigation, recommendation, and remediation step is traceable to observable production evidence and operational context. Accuracy is reinforced through adversarial verification via a LLM-as-judge agent. A Production Context Graph continuously learns complex relationships between services, teams, people, and more further improving accuracy.
Evidence-backed Hypothesis minimizes inaccuracies
Verifier Agent double checks evidence against hypothesis
Decision Traces that record "why" for every decision
Live Catalog of services and teams with mapped ownership
Built for High Assurance
Zero-Trust Agentic Runtime
Our zero-trust agentic runtime - built on Cedar, the same engine AWS uses for IAM - lets SREs define precisely what agents can do autonomously and what requires engineer approval, with a full audit trail. Every tool call, argument, and result is logged for Audit, Risk, and Compliance.
Fine-grained governance of agent actions
Read-only access for AI agents, with no data used for training
Full audit trail for every tool call, argument, and result
Built for High Assurance
Zero-Trust Agentic Runtime
Our zero-trust agentic runtime - built on Cedar, the same engine AWS uses for IAM - lets SREs define precisely what agents can do autonomously and what requires engineer approval, with a full audit trail. Every tool call, argument, and result is logged for Audit, Risk, and Compliance.
Fine-grained governance of agent actions
Read-only access for AI agents, with no data used for training
Full audit trail for every tool call, argument, and result
Keeps Your Data Private
Bring Your Own Cloud and Model
Our BYOC deployment runs entirely inside your private cloud account, with our platform making zero outbound calls. LLM inference stays within your VPC so investigations data never leaves your private cloud boundary.
BYOC & airgapped for risk-free deployments
In-perimeter LLM inference keeps investigations data contained
Your keys, your audit trail encrypts data with your own KMS keys and streams audit logs to your SIEM
Keeps Your Data Private
Bring Your Own Cloud and Model
Our BYOC deployment runs entirely inside your private cloud account, with our platform making zero outbound calls. LLM inference stays within your VPC so investigations data never leaves your private cloud boundary.
BYOC & airgapped for risk-free deployments
In-perimeter LLM inference keeps investigations data contained
Your keys, your audit trail encrypts data with your own KMS keys and streams audit logs to your SIEM
Ready to bring AI SRE to your Regulated Enterprise?
See the Autoheal Production Context Graph and Multi-Agent system in action. Schedule a live demonstration to learn how to safely accelerate SRE and incident management in your regulated organization.
Ready to bring AI SRE to your Regulated Enterprise?
See the Autoheal Production Context Graph and Multi-Agent system in action. Schedule a live demonstration to learn how to safely accelerate SRE and incident management in your regulated organization.
Ready to bring AI SRE to your Regulated Enterprise?
See the Autoheal Production Context Graph and Multi-Agent system in action. Schedule a live demonstration to learn how to safely accelerate SRE and incident management in your regulated organization.
Ready to bring AI SRE to your Regulated Enterprise?
See the Autoheal Production Context Graph and Multi-Agent system in action. Schedule a live demonstration to learn how to safely accelerate SRE and incident management in your regulated organization.
