Example 1: Enterprise Cybersecurity Consulting (SOC 2/ISO 27001 Readiness) [INPUTS] Variable 1: [RAW_LEAD_DATA] NexaVault Tech: 45 employees. Bio: "Building next-gen AI CRM architecture." Job Postings: Hiring 'Head of Information Security', 'DevSecOps Engineer'. News: Expanding to European markets in Q3. TrustShield IT: 8 employees. Bio: "Local managed IT service provider for small businesses." Job Postings: Hiring 'Help Desk Technician Tier 1'. FinFlow Analytics: 120 employees. Bio: "Enterprise payments infrastructure for B2B SaaS." Job Postings: Hiring 'SOC 2 Auditor', 'VP of Compliance'. Sentinel App: 3 employees. Bio: "Pre-seed blockchain wallet." No active job postings. Variable 2: [POSITIVE_BUYING_SIGNALS] Headcount > 40. Active hiring for compliance, information security, or Data Protection Officer roles. Explicit mention of EU market expansion (triggering GDPR urgency) or building enterprise-grade payment infrastructure. Variable 3: [NEGATIVE_DISQUALIFICATION_SIGNALS] Headcount < 20. Business model relies on local Managed Service Provider (MSP) tech support. Pre-seed or unfunded crypto startups. Absence of dedicated security or compliance hiring. [SIMULATED OUTPUT] Cohort Autopsy Summary Evaluated a cohort of 4 raw B2B targets against strict SOC 2 and GDPR compliance infrastructure requirements. The system mathematically qualified 2 targets for operational deployment and discarded 2 targets due to severe structural incompatibility. Disqualified Leads (The Discard Ledger) TrustShield IT: Discarded due to triggering negative headcount thresholds (8 < 20) and operating as a local MSP devoid of enterprise-level compliance scaling signals. Sentinel App: Discarded due to severe negative headcount signals (3 < 20) and functioning as an unfunded pre-seed entity entirely lacking systemic security hiring intent. Qualified Targets (The Deployment Ledger) NexaVault Tech: Verified buying signal via simultaneous expansion into EU markets (GDPR jurisdiction) and active procurement of 'Head of Information Security' and 'DevSecOps Engineer' roles. FinFlow Analytics: Verified buying signal through established enterprise scale (120 employees) and explicit active hiring for an internal 'SOC 2 Auditor' and 'VP of Compliance', indicating an immediate audit preparation phase. Operational Bandwidth Preserved 3.0 hours.