Detection, Response, and Learning in 10-Second Cycles
65 signal types, 30 attack chain patterns, and a rehearsal engine that responds in under 500ms. Every outcome makes the system smarter.
The OODA Loop
Observe, Orient, Decide, Act — every 10 seconds, for every signal
Signal Collection
Signals from 42+ connectors, edge agents, and SIEM event lake — normalized and enriched in real-time.
- Every 10 seconds, the reasoning loop processes queued signals with MITRE ATT&CK mapping and risk scoring
Brain Analysis
EvolutionaryBrain recalls similar past decisions via pgvector, applies Bayesian confidence from prior outcomes.
- The brain embeds each signal as a 1024-dimensional vector and retrieves the 5 most similar historical decisions
Risk-Tiered Decision
Risk-tiered decision framework: LOW auto-executes, MEDIUM needs 85%+ confidence, HIGH requires human approval.
- Every decision includes confidence score, risk assessment, alternative actions considered, and rollback plan
Scoped Remediation
Scoped ChangeSets with blast-radius assessment, policy verification, DRY_RUN preview, and tested rollback.
- 6 production templates: ISOLATE_ENDPOINT, DISABLE_ACCOUNT, QUARANTINE_EMAIL, CONTAIN_LATERAL, ROLLBACK_POLICY, RANSOMWARE_PREEMPT
Pre-Compiled Responses in Under 500ms
The rehearsal engine pre-computes responses for known attack scenarios against each tenant's security profile. When a matching signal arrives, response is instant.
- Employee in HIBP breach, no MFA — pre-compiled: force reset + enroll MFA + 24h monitoring
- RDP exposed to internet — pre-compiled: OPA policy push + evidence + notify insurance
- BYOD jailbreak with corporate data — pre-compiled: selective wipe + conditional access block
- Admin credential in dark web — pre-compiled: disable account + force re-enrollment + incident ticket
Attack Chain Correlation
Multi-stage detection links individual signals into coordinated attack patterns
Credential Stuffing
Breach Detected then Login Attempts then Lateral Movement
Ransomware Precursor
RDP Exposed then Brute Force then Privilege Escalation
BYOD Data Exfiltration
Non-Compliant Device then Corporate Access then Unusual Download
Supply Chain Identity
Vendor Breach then Phishing from Trusted Sender then Credential Harvest
Insider Threat
Privilege Escalation then Sensitive Data Access then Exfiltration Pattern
Identity to Lateral
Breach then Same Password on Corp then Login then Lateral Movement
MDR FAQ
MDR That Actually Responds
Detection without response is just a dashboard. BrainstormMSP detects, responds, proves, and learns — every 10 seconds.