AI Automation for TPAs & Retirement Plans

Articles for retirement & tpa

• Do You Need a Fractional AI CTO? A fractional AI CTO owns AI governance, agentic build oversight, and vendor risk — not just general tech strategy. Here's how to know if it's the right fit.
• Agentic AI in Regulated Industries: What's Real Agentic AI now takes multi-step actions on its own. Here is what actually works in regulated industries in 2026 — and where human oversight still gates it.
• How a Human-in-the-Loop AI Agent Actually Works A human-in-the-loop AI agent handles routine work automatically and escalates risky or regulated actions to a person. Here is how that design actually works.
• The Human-in-the-Loop AI Manifesto Our position in one page: AI should amplify accountable people, not replace them. The anti-hype, human-in-the-loop approach to AI — and where to go deeper.
• What Human-in-the-Loop AI Means for Regulated Firms Human-in-the-loop AI means a qualified person reviews and owns the system's output before it acts. Here is what that means for regulated businesses in 2026.
• SOC 2 and AI-Generated Code: What Auditors Ask SOC 2 never names a tool. When AI writes production code, auditors ask how you review it differently — here is what a clean, audit-ready answer looks like.