AI Ops & Rollout
How to Build Rollback Plans for AI Workflows
A rollback plan for an AI workflow is not simply a command that restores the previous model version.
Insights
Strategic essays and practical notes on Agentic AI, AI Ops, data platforms, decision intelligence, and intelligent workflows.
Agentic AI Strategy
Most AI Agents Fail Because They Are Designed Like Features, Not Systems
Most AI agents fail quietly. They do not always collapse in a dramatic production incident. More often, they disappoint because…
Agentic AI Strategy
Your AI Agent Strategy Is Missing an Operating Model
Many enterprise agent strategies are incomplete for one reason: they describe what the agent should do, but not how the…
Agentic AI Strategy
The Agentic AI Readiness Checklist for Enterprises
Executive Summary An enterprise is not ready for agentic AI merely because it has access to a capable model, a…
Agentic AI Strategy
Why AI Agents Need Tools, Context, Memory, and Guardrails
Why AI Agents Need More Than Language Ability A large language model can generate answers. An AI agent must move a workflow…
Agentic AI Strategy
AI Agent vs Copilot vs Chatbot: What Enterprise Leaders Should Know
Executive Summary Most enterprise AI discussions suffer from a terminology problem. Teams call everything an “AI agent.” Vendors market chatbots…
Agentic AI Strategy
What Is an AI Agent in Business Terms?
The Simple Business Definition An AI agent is a software system that can pursue a goal by reasoning over context, choosing actions,…
Agentic AI Strategy
How to Design Agentic Workflows Around Real Business Processes
Executive Summary Agentic AI fails when it is designed around technology instead of work. Many organizations start by asking what…
Agentic AI Strategy
What Is an AI Agent in Business Terms?
Executive Summary The term “AI agent” has rapidly become one of the most discussed concepts in enterprise AI – and…
Agentic AI Strategy
The Enterprise Agent Architecture Leaders Actually Need
Most enterprise conversations about AI agents start in the wrong place. They begin with the model. Which LLM should we…