https://cognaptus.com/categories/ai-governance-privacy--production/ Recent content in AI Governance, Privacy & Production on Cognaptus Hugo -- 0.145.0 en-us Thu, 30 Jul 2026 00:00:00 +0000 https://cognaptus.com/academy/privacy/when-not-to-send-data-to-a-public-llm/ Mon, 16 Mar 2026 00:00:00 +0000 https://cognaptus.com/academy/privacy/when-not-to-send-data-to-a-public-llm/ A practical decision guide for using or avoiding public LLMs, including data classification, contractual risk, anonymization limits, decision trees, review triggers, and governance rules. https://cognaptus.com/academy/privacy/anonymize-customer-data-with-ai/ Mon, 16 Mar 2026 00:00:00 +0000 https://cognaptus.com/academy/privacy/anonymize-customer-data-with-ai/ A practical guide to AI-assisted anonymization, including data classification, redaction vs masking vs pseudonymization, review triggers, failure modes, and governance design. https://cognaptus.com/academy/privacy/open-source-llms-you-can-host/ Mon, 16 Mar 2026 00:00:00 +0000 https://cognaptus.com/academy/privacy/open-source-llms-you-can-host/ A practical guide to evaluating hostable LLMs, including selection criteria by task, hardware, deployment model, governance, and ongoing support cost. https://cognaptus.com/academy/privacy/deploy-your-own-private-llm/ Mon, 16 Mar 2026 00:00:00 +0000 https://cognaptus.com/academy/privacy/deploy-your-own-private-llm/ A practical guide to private LLM deployment, including data classification, hosting models, cost-latency-ops trade-offs, governance requirements, and rollout decisions. https://cognaptus.com/academy/privacy/how-to-design-human-review-for-ai-systems/ Mon, 16 Mar 2026 00:00:00 +0000 https://cognaptus.com/academy/privacy/how-to-design-human-review-for-ai-systems/ A practical framework for human review design in AI systems, including risk tiers, review triggers, approval boundaries, queue design, evidence requirements, and governance rules. https://cognaptus.com/academy/privacy/ai-access-control-logging-and-retention-policies/ Mon, 16 Mar 2026 00:00:00 +0000 https://cognaptus.com/academy/privacy/ai-access-control-logging-and-retention-policies/ A practical guide to AI access control, logging, and retention design, including role-based access, least-privilege policies, auditability, retention windows, and governance checklists. https://cognaptus.com/academy/privacy/ai-vendor-risk-assessment-and-procurement-checklist/ Mon, 16 Mar 2026 00:00:00 +0000 https://cognaptus.com/academy/privacy/ai-vendor-risk-assessment-and-procurement-checklist/ A practical guide to AI vendor assessment and procurement, including due-diligence questions, risk categories, contract review concerns, pilot criteria, and approval logic. https://cognaptus.com/academy/privacy/ai-evaluation-monitoring-and-incident-response-for-production-systems/ Mon, 16 Mar 2026 00:00:00 +0000 https://cognaptus.com/academy/privacy/ai-evaluation-monitoring-and-incident-response-for-production-systems/ A practical guide to production AI evaluation and monitoring, including pre-launch tests, live performance checks, rollback triggers, incident response, and governance ownership.