AI OPERATIONS FOR WINDOWS INFRASTRUCTURE
AI-powered self-healing Windows infrastructure
Binary Intelligence detects failures, fixes services and configuration drift inside your policy limits, and verifies recovery before closing the incident — so your team firefights less and ships more.
From a single Windows PC to 10,000+ endpoints — start in minutes.
How we work and why it matters
A single closed loop: recover the service, verify the result, and use the evidence to improve the next cycle.
How it works
Step 1
Observe
Continuously model endpoint health, dependencies, and service behavior so incidents are seen in context.
Step 2
Diagnose
Rank the safest known fix inside your policy envelope and confidence thresholds.
Step 3
Remediate
Apply the approved fix automatically, with a full record of signal, action, and authorization.
Step 4
Validate
Re-check against the live state model before the incident is considered closed.
Proof
Sample incident output
Operators get a concise explanation, action taken, and verification status.
Incident: Service degradation (Spooler)
Root cause: Dependency mismatch after config drift
Action: Restore baseline policy + restart sequence
Confidence: 0.93 (autonomous allowed)
Validation: Healthy for 15m post-remediation
Audit ID: BI-2026-06-001842What Binary Intelligence is not
- Not a generic chatbot for IT tasks.
- Not unrestricted autonomous change execution.
- Not dependent on one AI model provider.
It is a bounded operations system designed for repeatable incident recovery.
Ready to evaluate fit for your environment?
We run structured pilots with clear success criteria, measured baseline metrics, and a documented go/no-go decision path.