chore: Full consistency scan — AOC->PULSAR, fix training-data claims, fix 90% claim
AOC -> PULSAR across 10 files (engagement-model, retained-capability, modular-engagements, blue-purple-team-foundation, about-cqre, about-cqre-cs, consultant-field-guide, ai-assisted-tvm, m365-e3-hardening, sovereign-tool-stack, risk-register-example). Training-data framing corrected in: - executive-summary.md: opening paragraph and risk table - README.md: 90% solution claim -> 30-60% in 180 days - modular-engagements.md: public API data use claim - cis-controls-mapping.md: data protection framing - antifragile-risk-register.md: risk entry softened to accurate framing - azure-openai-sovereignty-bridge.md: consumer vs enterprise API distinction Co-Authored-By: Tom Kracmar <tom+claude@cat6.cz>
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@@ -70,7 +70,7 @@ AI-assisted TVM does not replace basic hygiene. It **accelerates it by an order
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| **Cloud security posture** (Defender for Cloud, Prisma, Wiz) | Cloud resource misconfigurations | AI identifies cloud-specific kill chains (e.g., overly permissive S3 → compromised IAM → lateral movement) |
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| **Zero-budget discovery** (PowerShell, SSH scripts, Syft/Grype, osquery) | Server inventory, SBOMs, package-level CVE correlation | AI aggregates script-based findings into unified risk view. See [Zero-Budget Vulnerability Discovery](zero-budget-vulnerability-discovery.md) |
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| **osquery + FleetDM** | Cross-platform endpoint inventory, real-time process/network data, policy compliance | AI queries live endpoint state for prioritization and kill chain simulation. See [Osquery: The Sovereign Discovery Platform](osquery-custom-platform.md) |
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| **AOC (Admin Operations Center)** | M365 audit log intelligence, anomalous admin behaviour, privilege escalation detection | AI enriches insider-threat context with external vulnerability data for complete kill chain picture. See [Sovereign Tool Stack](sovereign-tool-stack.md) |
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| **PULSAR (Platform for Unified Log Search, Alerting & Review)** | M365 audit log intelligence, anomalous admin behaviour, privilege escalation detection | AI enriches insider-threat context with external vulnerability data for complete kill chain picture. See [Sovereign Tool Stack](sovereign-tool-stack.md) |
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| **Prowler** | Multi-cloud security posture (AWS, Azure, GCP) | AI correlates cloud misconfigurations with endpoint and identity findings for cross-layer risk scoring. See [Sovereign Tool Stack](sovereign-tool-stack.md) |
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| **Attack surface management** (Cortex Xpanse, Shodan, Nuclei, Amass) | External-facing assets unknown to IT | AI maps shadow IT and forgotten assets faster than manual discovery. See [Perimeter Scanning Capability](perimeter-scanning-capability.md) |
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| **Software bill of materials (SBOM)** | Known vulnerable components in applications | AI monitors SBOMs against real-time CVE disclosure and exploit availability |
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