Brainstorm Edge — An 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.
The OODA+V Loop
Military-grade decision framework with added verification. Every cycle produces compliance-grade evidence.
Deep Endpoint Visibility
Access 300+ osquery tables for comprehensive system state: processes, network connections, installed software, security configurations.
Claude Analyzes Context
AI reasoning correlates observations with security baselines, compliance requirements, and known remediation patterns from the Learning System.
Generate Remediation Plan
Each proposed action is classified by risk tier. 85%+ confidence auto-executes low-risk; higher tiers queue for human approval.
Execute with Evidence Chain
Every action produces SHA-256 signed evidence: pre-state snapshot, command executed, post-state verification.
Confirm and Learn
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.
- 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.
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.
Topology-Aware Impact Analysis
Understands your network before making changes.
- Site health scoring across all locations
- WAN health monitoring and path tracing
- Downstream alert suppression on root cause
- Traffic pattern analysis and anomaly detection
- 66 tests, 13 API endpoints
NIST IR Lifecycle Response
Detection, Analysis, Containment, Eradication, Recovery.
- Endpoint isolation with one-click containment
- Lateral movement detection and blocking
- IOC scanning and threat intelligence lookup
- Forensic artifact collection with chain of custody
- 43 tests, 15 API endpoints
Multi-Vendor Backup Monitoring
Veeam, Acronis, Datto, Cove, Axcient - unified view.
- RPO compliance monitoring across all vendors
- Backup integrity verification and DR testing
- Protection gap detection and auto-remediation
- Storage usage trends and capacity planning
- 61 tests, 17 API endpoints
Deploy in Minutes
Edge agents deploy through your existing RMM or as standalone installers. Automatic registration, policy sync, and health monitoring.
- RMM Integration: Deploy via ConnectWise, Datto, Kaseya VSA
- Standalone Installer: MSI/PKG for manual deployment
- Auto-Registration: Agents self-register with tenant
- Policy Sync: OPA policies pushed automatically
Edge FAQ
Common questions about agentic endpoint intelligence
Ready for Autonomous Endpoint Intelligence?
Join the Edge beta program. Deploy on your first endpoints and see Claude-powered remediation in action.