Tag: case study

• Agentic AI Case Study: Uber’s Software Factory, Mapped to the Roadmap

  

  Uber has published the most complete public account so far of what it costs to run agents across an entire software organization, and the number that matters is not the adoption number. Between February and mid-August 2026, weekly agentic requests at Uber grew 9.4 times and weekly active users grew seven times, while total AI…

  Dr. Harish Kotadia, Ph.D.

  September 11, 2026

  Case Study

  agentic AI cost, agentic AI governance, Agentic AI Roadmap, AI code review, case study, managed agents, MCP gateway, software factory, Uber

• Agentic AI Model Harness: The Layer That Decides Agent Outcomes

  

  What Is an AI Model Harness? An AI model harness is everything wrapped around a raw language model that turns it into a working system — the system prompts, tool interfaces, context and memory management, the agent loop, orchestration, guardrails, permissions, sandboxing, and observability. The model weights are not the harness. And in 2026, the…

  Dr. Harish Kotadia, Ph.D.

  August 24, 2026

  Agentic AI Governance

  agent platform, agent scaffolding, agentic ai, AI Agents, AI Governance, AI model harness, AI observability, case study, Enterprise AI, MCP