The Agentic AI SRE Platform for Regulated Enterprises
Purpose-built AI agents cut MTTR & MTTD from hours to minutes, powered by Hallucination-Proof Reasoning, Private Reinforcement Learning, and Zero-Trust Security & Governance.
The only AI SRE platform that rises up to the demanding needs of regulated enterprises.
THE AUTOHEAL DIFFERENCE
From Reactive Firefighting to Proactive Resilience
Human-only Process
Hours to Resolve
4+ hours MTTR. Manual triage across dashboards.
Context Starts at Zero
Every responder rebuilds system state from scratch.
Knowledge Evaporates
Lessons vanish into Slack. Postmortems gather dust.
Scale = More Headcount
More alerts means hiring more engineers.
With Autoheal AI Agents
Minutes to Resolve
Root causes hypothesized before an engineer is paged.
Full Production Context, Instantly
Complete system state delivered to every responder.
Decision Traces Compound
Every incident makes the AI smarter.
Scale Without Headcount
10x alert volume, 10x productive engineers.
WHY AUTOHEAL
Three Pillars That Set Autoheal Apart
What most AI SRE tools can't deliver for regulated enterprises.
ACCURACY
Hallucination-Proof Reasoning
Every agent action is traceable to observed evidence and accuracy is reinforced via adversarial verification.
Evidence-based hypothesis: Double checks every hypothesis with evidence-backed verification
Grounded on Production Context Graph: models relationships between services, teams, people
LEARNING
Private Reinforcement Learning
Reinforcement learning within your environment using your proprietary data so that agents get smarter every day
Agent learns from expert engineers: Auto-generated memories & skills from eng collaboration
Self-improving agent harness: Agent updates auto evaluated against golden data sets
TRUST
Zero-Trust Security & Governance
Runs entirely inside your own cloud account, under provable governance controls including LLM inference costs
Agent governance & audit: explicit authorization boundaries and engineer-driven approval policies
Data residency & cost governance: All data stays contained in your env & LLM cost is governed
Purpose-built to Serve Complex Environments
Criteria
Legacy Incident Mgmt
First-Gen AI SRE
Agentic Investigations
❌ Human guesswork
⚠️ Single-shot proposals
✅ Multi-hypothesis, evidence-driven
Institutional Memory
❌ Lost in Slack threads
❌ Starts fresh every time
✅ Decision traces compound over time
Deployment Model
⚠️ SaaS-only
⚠️ SaaS-only
✅ BYOC/Airgapped as well as SaaS
Agent Governance
❌ No AI agents
❌ Limited controls
✅ Fine-grained authz, rate limits, audit
Incident Lifecycle
⚠️ Alert routing only
⚠️ Investigation only
✅ Alert → Mitigating Fix → Proactive Action
Multiplayer Collaboration
❌ Human-only workflows
❌ Single-player AI bots
✅ AI + humans on Slack/Teams/Zoom
