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AI Patterns
AI PATTERNS · PRICING

Start with one system. Pay when assurance becomes operational.

Use Architecture Intelligence to see authority and material paths. Add Evidence when a decision needs proof. Move to Control Twin when architecture and permission drift must be monitored continuously.

AI Patterns
AnalyzeControl TwinEvidence
LIVE ESTATE
AnalyzeControl TwinEvidencePatterns
PRODUCT VIEWContinuous assurance workflow
01Analyzemap authority + attack paths↓
02Control Twinpersist governed state↓
03Evidenceprove controls + decisions↓
04Changedetect drift + invalidate proof↓
05Re-testrestore assurance
01 · DISCOVER

Architecture Intelligence

Map system structure, workload identity, effective authority, attack paths and missing control boundaries for one AI system.

Architecture reconstructionPermission graphAttack pathsControl gaps
03 · OPERATE

Control Twin

Persist architecture, effective authority, attack paths and evidence across material AI systems. Detect drift, invalidate stale proof and re-test assurance.

Continuous driftCross-cloud identityExecutable controlsRevalidation
EnterpriseScope to estateTalk to us →
WHAT YOU ARE PAYING FOR

Proof tied to effective authority—not a static checklist.

The commercial value is the chain from architecture state to provider-backed authorization, control evidence and automatic revalidation when permissions or workload identity change.

AI Patterns
AnalyzeControl TwinEvidence
CURRENT
AnalyzeControl TwinEvidencePatterns
PRODUCT VIEWEvidence chain
ObligationCPS 230material service↓
PatternHuman approval gatewayimplemented↓
ProofApproval eventverified↓
AuthProvider decisioneffective allow↓
StateArchitecture fingerprintbound
AI Patterns
AnalyzeControl TwinEvidence
VERIFIED
AnalyzeControl TwinEvidencePatterns
PRODUCT VIEWEffective authority path
EntryCustomer-service agentmodel-influenced runtime↓
IdentityK8s service accountworkload identity↓
FederationAWS roleIRSA trust verified↓
Authoritys3:PutObjecteffective allow↓
TargetClaims evidence bucketproduction write
WHY CONTROL TWIN EXISTS

Because a safe architecture can become unsafe with one permission change.

AI Patterns keeps identity federation, consequential actions and control state connected. A changed role, binding or workload identity can invalidate the proof attached to the previous architecture state.

See continuous assurance →
ENTERPRISE AI ASSURANCE

Running more than one material AI system?

Tell us the estate, cloud/Kubernetes footprint and assurance problem. We only need enough context to decide whether continuous architecture assurance is useful.

AI estateEffective authorityMaterial actionsEvidence model
No procurement maze. Four fields to start.