Governed AI for finance: FutureVault rolled out AI agents that automate regulated document workflows (intake, filing, missing-record checks, compliance packages) while keeping actions inside the firm, requiring human approval for consequential steps and logging everything in an audit trail. Secure AI inside data rooms: DFIN added AI translation (130+ languages) and document summaries directly in its Venue virtual data room, with permission-aware workflows and optional approvals to keep sensitive deal files from leaving controlled environments. Agentic RCM in healthcare: Penguin AI launched Intelligent RCM to handle claim denials and underpayments, pairing AI “workers” with eligibility checks, payer-specific rules, evidence-backed recommendations, and immutable audit trails for specialist review. Managed AI for regulated IT: Abacus introduced AI³, a managed initiative to move AI from pilots to production with governance, compliance, monitoring, and integration support, plus an AI Risk and Readiness Assessment for financial services and healthcare. Cloud identity hardening: CISA and NIST finalized guidance on protecting identity/access tokens used for SSO, federation, and APIs across federal and commercial cloud services. Real-world software mishaps: Colorado Springs police issued refunds after a speed-camera software update doubled some fines due to changed location codes. AI governance warning: Reporting highlights that many organizations can’t detect unauthorized agent activity, while agentic AI adoption keeps rising. Physical AI security funding: Exein raised $270M to scale physical AI security for robots and vehicles, citing thousands of new attacks weekly.