Introducing Autoheal, the AI for Production Engineering
Introducing Autoheal, the AI for
Production Engineering
PURPOSE BUILT FOR DEMANDING ENTERPRISES
AI SRE
AI agents that automate alert investigations, orchestrate incident response, and compound institutional knowledge, purpose-built for enterprise SRE teams.
Multiple Specialized Agents. Toil-free SRE.
Autoheal deploys a team of specialized agents that work together to investigate, reason, coordinate, and learn from every incident in your production environment.
CURATOR
Builds a Living Map of Your Entire Production Environment
Continuously maps your infrastructure, application logic, and tribal knowledge into the Production Context Graph (PCG). Unlike static runbooks, the PCG updates in real-time — grounding every agent with current context.
Auto-discovers topology and service dependencies
Proactively seeks human input for knowledge gaps
Retains decision traces from every past investigation
CURATOR
Builds a Living Map of Your Entire Production Environment
Continuously maps your infrastructure, application logic, and tribal knowledge into the Production Context Graph (PCG). Unlike static runbooks, the PCG updates in real-time — grounding every agent with current context.
Auto-discovers topology and service dependencies
Proactively seeks human input for knowledge gaps
Retains decision traces from every past investigation
TRIAGER
Separates Signal from Noise in Seconds
First responder when an alert fires. Collects telemetry, correlates against active investigations, and determines if this is a novel failure or a duplicate. No more alert fatigue or paging humans for noise.
Real-time ingestion from any monitoring source
Deduplicates against active and recent investigations
Severity classification by blast radius and business impact
TRIAGER
Separates Signal from Noise in Seconds
First responder when an alert fires. Collects telemetry, correlates against active investigations, and determines if this is a novel failure or a duplicate. No more alert fatigue or paging humans for noise.
Real-time ingestion from any monitoring source
Deduplicates against active and recent investigations
Severity classification by blast radius and business impact
HYPOTHESIZER
Develops Evidence-Backed Root Cause Hypotheses
Queries logs, metrics, traces, deployment history, and codebase — grounded by the PCG — to develop and rank root cause theories. Every hypothesis is backed by evidence, not guesswork, with mitigating fixes proposed for human review.
Reasons across infrastructure and application layers
Correlates code changes, deploys, and config diffs
Draws on decision traces from similar incidents
HYPOTHESIZER
Develops Evidence-Backed Root Cause Hypotheses
Queries logs, metrics, traces, deployment history, and codebase — grounded by the PCG — to develop and rank root cause theories. Every hypothesis is backed by evidence, not guesswork, with mitigating fixes proposed for human review.
Reasons across infrastructure and application layers
Correlates code changes, deploys, and config diffs
Draws on decision traces from similar incidents
COORDINATOR
Orchestrates Incident Response Across Your Team
Bridges AI investigation and human decision-making. Routes findings to the right on-call engineer via Slack, Teams, or Zoom with full context — so they act immediately instead of starting from scratch.
Native Slack, Microsoft Teams, and Zoom integration
Automated incident declaration and severity assignment
On-call aware — pages the right person, not everyone
COORDINATOR
Orchestrates Incident Response Across Your Team
Bridges AI investigation and human decision-making. Routes findings to the right on-call engineer via Slack, Teams, or Zoom with full context — so they act immediately instead of starting from scratch.
Native Slack, Microsoft Teams, and Zoom integration
Automated incident declaration and severity assignment
On-call aware — pages the right person, not everyone
ANALYZER
Turns Every Incident into a Preventive Fix
Runs deep postmortems after resolution — capturing root cause, timeline, blast radius, and contributing factors. Proposes actionable preventive fixes so the same failure never repeats.
Auto-generated postmortems with accurate timelines
Root cause and contributing factor classification
Preventive fix proposals — patches, alert tuning, arch changes
ANALYZER
Turns Every Incident into a Preventive Fix
Runs deep postmortems after resolution — capturing root cause, timeline, blast radius, and contributing factors. Proposes actionable preventive fixes so the same failure never repeats.
Auto-generated postmortems with accurate timelines
Root cause and contributing factor classification
Preventive fix proposals — patches, alert tuning, arch changes
VERIFIER
Evidence-Backed Verification
Your safety gate. Adversarially challenges every hypothesis and proposed action, demanding concrete evidence before anything reaches production. Eliminates hallucinated root causes through confidence scoring.
Adversarial testing eliminates AI hallucination risk
Evidence-backed validation for every hypothesis and action
Confidence scoring gates low-certainty recommendations
VERIFIER
Evidence-Backed Verification
Your safety gate. Adversarially challenges every hypothesis and proposed action, demanding concrete evidence before anything reaches production. Eliminates hallucinated root causes through confidence scoring.
Adversarial testing eliminates AI hallucination risk
Evidence-backed validation for every hypothesis and action
Confidence scoring gates low-certainty recommendations
TRACER
Institutional Memory Through Decision Traces
Captures every decision path, rejected hypothesis, and confirmed fix as permanent traces in the PCG. Unlike postmortems filed and forgotten, these traces are continuously queried by agents — so your next incident starts smarter.
Records every fork, decision, and outcome
Agents draw on historical traces for faster resolution
Reasoning documentation for engineers and auditors
TRACER
Institutional Memory Through Decision Traces
Captures every decision path, rejected hypothesis, and confirmed fix as permanent traces in the PCG. Unlike postmortems filed and forgotten, these traces are continuously queried by agents — so your next incident starts smarter.
Records every fork, decision, and outcome
Agents draw on historical traces for faster resolution
Reasoning documentation for engineers and auditors
Ready to transform your Production Engineering?
See the Autoheal Production Context Graph and Multi-Agent system in action. Schedule a live demonstration to learn how to accelerate SRE, incident management, and technical support in your organization.
Ready to transform your Production Engineering?
See the Autoheal Production Context Graph and Multi-Agent system in action. Schedule a live demonstration to learn how to accelerate SRE, incident management, and technical support in your organization.
Ready to transform your Production Engineering?
See the Autoheal Production Context Graph and Multi-Agent system in action. Schedule a live demonstration to learn how to accelerate SRE, incident management, and technical support in your organization.
Ready to transform your Production Engineering?
See the Autoheal Production Context Graph and Multi-Agent system in action. Schedule a live demonstration to learn how to accelerate SRE, incident management, and technical support in your organization.
