Brainstorm EdgeAn AI That Actually Learns
Not just AI-powered - AI that evolves. Every decision recorded, every outcome tracked, every pattern refined. Specialized agents for network, security, and data protection. Tiered approval keeps humans in control.
How Claude Reasons About Your Endpoints
Military-grade decision framework with added verification. Every cycle produces compliance-grade evidence.
Observe
Deep endpoint visibility through osquery integration
Access 300+ osquery tables for comprehensive system state: processes, network connections, installed software, security configurations.
Orient
Claude analyzes context and identifies issues
AI reasoning correlates observations with security baselines, compliance requirements, and known remediation patterns from the Learning System.
Decide
Generate remediation plan with risk assessment
Each proposed action is classified by risk tier. 85%+ confidence auto-executes low-risk; higher tiers queue for human approval.
Act
Execute with cryptographic evidence chain
Every action produces SHA-256 signed evidence: pre-state snapshot, command executed, post-state verification.
Verify
Confirm fix and learn from outcome
Post-action validation confirms success. Outcomes feed the Learning System - successful patterns become reusable skills.
An AI That Actually Learns
Every decision gets recorded. Every outcome feeds back. The brain reflects and evolves. Not framework stubs - real intelligence that gets smarter over time.
The Complete Learning Cycle
Decision
Every action recorded with 1024d semantic embedding
Recall
Similar past decisions found before acting
Outcome
Success or failure linked to decision
Adjust
Pattern confidence updated based on results
Reflect
Self-reflection every 25 decisions or 1 hour
Decision Memory
Every decision stored with semantic embeddings (text-embedding-3-large, 1024 dimensions). Vector search finds similar past situations instantly.
Outcome Tracking
Every outcome (success or failure) is linked back to the decision that caused it. Lessons are extracted by Claude and stored for future reference.
Pattern Confidence
Successful patterns get boosted. Failed patterns get penalized. The system naturally gravitates toward what works for your environment.
Evolution Audit
Complete audit trail of how the brain evolved. Every confidence change, every lesson learned, every reflection recorded with timestamps.
Tiered Approval System
Human-in-the-loop control where it matters most
Read-Only
Auto-Approve AvailableInformation gathering only
Low Risk
Auto-Approve AvailableReversible changes with minimal impact
Medium Risk
Requires ApprovalChanges requiring review
High Risk
Requires ApprovalSignificant changes with approval required
Critical
Requires ApprovalMajor actions requiring explicit authorization
Built for MSP Operations
Enterprise-grade endpoint intelligence with MSP-specific workflows
osquery Integration
Access 300+ virtual tables for deep endpoint visibility. Query processes, network connections, installed software, certificates, and more.
OPA Policy Engine
Define what Edge can do with Open Policy Agent. Per-endpoint, per-client, or global rules with version control.
Evidence Chains
Every action produces SHA-256 signed evidence: pre-state, command, post-state. Tamper-proof audit trail.
Dead Man Switch
Offline safety mode when agents lose connectivity. Read-only monitoring continues, actions pause until reconnection.
Workflow Builder
Create multi-step remediation workflows with conditional logic. Trigger on signals, schedule, or manual approval.
Continuous Loop
OODA cycle runs continuously, not just on-demand. Proactive detection and remediation of drift.
Specialized AI Agents for Every Domain
Not one monolithic AI - a team of specialized agents, each an expert in their domain. 170+ tests verify these are real implementations, not demos.
NetworkIntelligence
Topology-aware impact analysis. Understands your network before making changes.
SecurityResponder
NIST IR lifecycle: Detection, Analysis, Containment, Eradication, Recovery.
DataProtection
Multi-vendor backup monitoring: Veeam, Acronis, Datto, Cove, Axcient - unified view.
Deploy in Minutes
Edge agents deploy through your existing RMM or as standalone installers. Automatic registration, policy sync, and health monitoring.
# Edge Agent Status
Agent: edge-acme-ws-001
Status: Connected
Last Heartbeat: 2 seconds ago
# Current OODA Cycle
Observe: Scanning 312 osquery tables...
Orient: Comparing against CIS baseline
Decide: 3 drift items detected
Act: 2 auto-remediated, 1 pending approval
# Pending Approval
Action: Update Windows Defender definitions
Risk: Medium
Reason: Definition file 7 days old
Evidence: SHA-256:a8f2c...
[Approve] [Deny] [Defer]Edge FAQ
Common questions about agentic endpoint intelligence
OODA (Observe, Orient, Decide, Act) is a decision framework from military strategy. Edge applies it to endpoint management: continuously observing system state via osquery, orienting by analyzing deviations from baselines, deciding on remediation actions with risk classification, and acting with human approval for risky operations. This creates autonomous yet controlled endpoint intelligence.
Ready for Autonomous Endpoint Intelligence?
Join the Edge beta program. Deploy on your first endpoints and see Claude-powered remediation in action.