The Self-Improving Software Factory Platform
The Self-Improving Software Factory Platform
The Self-Improving Software Factory Platform
For Platform Engineering & SRE Teams
For Platform Engineering & SRE Teams
Build, govern, and continuously improve your org-specific SDLC agents inside your own security boundary, without quarters of agent infrastructure buildout.
Build, govern, and continuously improve your org-specific SDLC agents inside your own security boundary, without quarters of agent infrastructure buildout.
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
Build your own agents for Platform Engineering & SRE
Minutes
to your first agent run
60-80%
MTTR reduction
3x
reduction in AI coding costs
5x
releases auto approved
Sovereign deployment, policy-driven governance, and an audit trail your security team can approve instantly.
HOW DO WE DISTINGUISH?
HOW DO WE DISTINGUISH?
The Autoheal Difference
Delivers Highest Accuracy
Self-Improving Agents
Deploy with private evals: Trajectory and artifact eval rubrics generated specifically for every agent.
Monitor via eval metrics: Online evals score every run against eval rubrics; triggers definition update recommendations.
Test via golden datasets: Every definition change is benchmarked against your golden datasets before it goes live.
Experiment via shadow runs: Candidate definitions run in the shadow of live traffic and are promoted once an engineer approves.
Delivers Highest Accuracy
Self-Improving Agents
Deploy with private evals: Trajectory and artifact eval rubrics generated specifically for every agent.
Monitor via eval metrics: Online evals score every run against eval rubrics; triggers definition update recommendations.
Test via golden datasets: Every definition change is benchmarked against your golden datasets before it goes live.
Experiment via shadow runs: Candidate definitions run in the shadow of live traffic and are promoted once an engineer approves.
Delivers Lowest Cost
Self-Improving Context
Memories via reflection: Every agent run is reflected on, and what worked and what failed becomes memory for the next run, so agents never solve the same problem twice.
Skills via dreaming: Nightly dreaming collates related memories into reusable skills and prunes out unused memories.
Autonomous knowledge curation: Context across code, cloud, observability, CI/CD, and SOPs, unified and kept current without manual upkeep. Discovers what software, people, and dependencies exist today and keeps up as they evolve.
Delivers Lowest Cost
Self-Improving Context
Memories via reflection: Every agent run is reflected on, and what worked and what failed becomes memory for the next run, so agents never solve the same problem twice.
Skills via dreaming: Nightly dreaming collates related memories into reusable skills and prunes out unused memories.
Autonomous knowledge curation: Context across code, cloud, observability, CI/CD, and SOPs, unified and kept current without manual upkeep. Discovers what software, people, and dependencies exist today and keeps up as they evolve.
Keeps Your Data Private
Zero-Trust Security & Governance
Sovereign deployments: SaaS for the fastest start or BYOC with zero outbound calls. Bring your own LLM key so that agent traces never leave your approved boundary. No public training on your data ever.
Governance policies: Declarative policies define which actions agents take autonomously and which pause for human approval.
Audit trails: Every tool call is recorded in an append-only log and streamed to the SIEM of your choice.
Least-privileged integrations: Agents reach only the tools their policy grants; everything else is unreachable by architecture.
Keeps Your Data Private
Zero-Trust Security & Governance
Sovereign deployments: SaaS for the fastest start or BYOC with zero outbound calls. Bring your own LLM key so that agent traces never leave your approved boundary. No public training on your data ever.
Governance policies: Declarative policies define which actions agents take autonomously and which pause for human approval.
Audit trails: Every tool call is recorded in an append-only log and streamed to the SIEM of your choice.
Least-privileged integrations: Agents reach only the tools their policy grants; everything else is unreachable by architecture.
Ready to build your own Software Factory ?
Put the software factory platform in your platform engineers’ hands. First agent run in minutes, one team in hours, the whole org in days, at the sovereignty level you choose, under your governance.
Ready to build your own Software Factory ?
Put the software factory platform in your platform engineers’ hands. First agent run in minutes, one team in hours, the whole org in days, at the sovereignty level you choose, under your governance.
Ready to build your own Software Factory ?
Put the software factory platform in your platform engineers’ hands. First agent run in minutes, one team in hours, the whole org in days, at the sovereignty level you choose, under your governance.
