Tag: Anthropic research

• Top 10 Ways Agentic AI Delivers Value, Besides Cost Savings

  

  Gartner now predicts 30 percent of employees replaced by AI will be rehired by 2029. I count ten ways agentic AI pays back that have nothing to do with headcount.

  Dr. Harish Kotadia, Ph.D.

  November 2, 2026

  Agentic AI P&L

  agentic ai, agentic AI value, AI Governance, Anthropic research, enterprise IT, Gartner, labor arbitrage, ROI, Thanksgiving

• Agentic AI Payoff: Govern the Loop, Not the Spend

  

  One of the largest asset managers in the world says AI has delivered zero financial payoff outside tech. The model was never the missing piece. The harness was. I lay out the six layers that turn token spend into a margin the CFO can see.

  Dr. Harish Kotadia, Ph.D.

  October 26, 2026

  Agentic AI Books, Agentic AI Governance, The Governed Loop

  agent harness, agentic AI architecture, Agentic AI Books, agentic AI governance, agentic AI payoff, agentic AI ROI, AI investment, AI productivity, Anthropic research, audit trail, Enterprise AI, execution boundaries, govern the harness, Mag 7, model risk, permission scoping, regulated enterprises, S&P 493, six-layer architecture, The Governed Loop, token spending

• Agentic AI Insider Risk: It Is Governance, Stupid, Not the LLM

  

  Satya Nadella just said to treat every AI model as an insider risk. I agree, and I map his seven principles to the controls I already use, with one contained and one catastrophic deployment.

  Dr. Harish Kotadia, Ph.D.

  October 10, 2026

  Agentic AI Governance, Agentic AI SDLC

  agentic AI governance, agentic AI insider risk, AI harness, Anthropic research, audit trail, circuit breaker, containment, models as insider risks, Satya Nadella