CCSD Council

GenAI didn’t kill Model Risk Management—it expanded it.
My new playbook shows how to make MRM audit-ready for GenAI by bringing prompts, retrieval, agents, tool-calls, and safety filters into scope.
✅ Materiality scoring (impact × exposure × data)
✅ Golden set evals (grounding, contradiction, toxicity)
✅ HITL for irreversible actions
✅ Change control for prompts/retrieval/vendor drift
Read: Model Risk Management 2.0: Translating MRM Principles to GenAI 👉 [link in first comment]
hashtag hashtag hashtag hashtag hashtag hashtag hashtag

Bigger app stacks aren’t fixing busywork—AI agents are.
In 2025, reliable tool-use + SLM-first routing means you can say “qualify this lead & schedule a call” and the system does the steps—with guardrails, logs, and HITL.
I break down the blueprint (router → planner → tools → guardrails → HITL → observability), the KPIs (TSR, p95 latency, unit cost), and a 90-day rollout plan.
Read: AI Agents, Not Apps: The Workflow Revolution 👉 [link in 1st comment]
hashtag hashtag hashtag hashtag hashtag hashtag

Explore whether Physical Security Managers and Safety Managers will become obsolete as IT and CSO roles expand. Learn about the impact of technological integration on security and safety management, the evolving landscape, and strategies to adapt. Understand the future of these professions and how to stay relevant in a rapidly changing environment.

Read more -> https://www.ccsdcouncil.org/security-vs-safety-who-will-thrive-in-the-evolving-professional-landscape/

Explore why comprehensive healthcare providers represent the future of the healthcare industry. Learn about the necessity of offering a full spectrum of services to meet patient expectations for quality care. Understand the benefits of comprehensive healthcare and strategies for hospitals to implement these changes effectively.

Read more-> https://www.ccsdcouncil.org/comprehensive-healthcare-provider-is-the-future-status-quo-in-healthcare-service/