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Learn what is r-squared, how to interpret it correctly, and why relying on it alone can sabotage your model evaluation and compliance reporting.
Learn red teaming LLM step by step — threat modeling, test design, tooling, metrics and remediation workflows to find real risk before attackers do.
Learn how data management and data governance differ, where they overlap, and how to implement both with practical roles, processes, and AI-ready controls.
Can I build an AI compliance and security stack entirely from open-source tools?
Yes — you can cover PII redaction, guardrails, red teaming, evaluation, and compliance automation without a single license fee. The stack: 1. PII redaction: Microsoft Presidio dete…
promptIs ISO 42001 certification worth it for my company, and how do I get it?
ISO/IEC 42001 is the first certifiable international standard for AI management systems (AIMS). Nobody legally requires it — but three situations make it worth pursuing: enterprise…
promptHow do I discover unapproved AI tools employees are using and build an AI inventory?
Shadow AI — employees and teams using AI tools nobody approved — is now a legal exposure, not just an IT annoyance: an AI inventory is the starting requirement of essentially every…
Runtime guardrails, prompt-injection defense, and policy enforcement for LLM applications in production.
enterprise-security-guardrails
Microsoft's managed content-safety API with prompt-shield protection for Azure-hosted AI workloads.
enterprise-security-guardrails
AI governance platform for model registries, risk assessments, and EU AI Act conformity.
enterprise-security-guardrails
Open-source framework for validating and structuring LLM outputs with composable validators.
enterprise-security-guardrails
Enterprise platform for ML model security: scanning, detection, and response for AI assets.
enterprise-security-guardrails
Runtime LLM firewall for prompt injection, jailbreaks, and data leakage — now part of Check Point.
enterprise-security-guardrails
Archived open-source toolkit of 35+ input/output scanners. Read-only since Jul 2026 after Palo Alto Networks folded Protect AI into Prisma AIRS.
enterprise-security-guardrails
NVIDIA's open-source toolkit for programmable conversational rails and safety policies inside LLM applications.
trending_now
Named a Leader in Gartner's 2026 Magic Quadrant for AI Agent Management Platforms (Nov 2); Oct 28 release puts agent governance inside IBM Bob.
Certification wave: TÜV AUSTRIA fully accredited (Oct 29), LRQA certified NAVER (Nov 3) and Rapid7 certified its AI management system (Nov 4).
Oct 28: founding member of ServiceNow's new AI Control Tower Alliance for securing enterprise agents at scale.
Nov 3: tripled new ARR in a record Q3 with its largest deal to date; Oct 29: 4,000-seat win with a Korean fintech group.
Nov 3: Cloud Security Alliance launched STAR for AI Level 2, extending its AI assurance program.
NVIDIA shipped two NeMo agent posts this week: NemoClaw for controlled agent stacks (Oct 30) and turning agent failures into tests (Nov 4).
Nov 2: NIST published IR 8621 on AI incident management, adding to the guidance around the AI RMF.
Oct 29: Microsoft added new Azure AI safeguards aimed at enterprise trust; prompt injection named the top agent attack in Azure telemetry.
Oct 28: OWASP published a guide on LLM-assisted exploit generation; new 2026 Top 10 checklists circulated among developers.
Oct 30: AI Magazine interview with CEO Navrina Singh on governing AI at scale.
acindex.os · finder v1
> BOOT FINDER.EXE
> SCAN DIRECTORY · 3 QUESTIONS
> NO EMAIL. SHAREABLE LINK.
> READY_
3 taps · ~15 seconds