From Pilot to Production: Why Enterprise AI Initiatives Stall
Most enterprise AI pilots never make it to production. The reasons are rarely technical — here are the four failure patterns we see, and how to avoid them.
Blog
Notes from the field on AI strategy, adoption, and enterprise transformation.
Why Your Business Needs an AI Strategy in 2026
AI adoption has moved from experiment to expectation. Here is how to build a strategy that creates real value instead of chasing demos.
Getting Started with LLM Integration in Your Enterprise
A practical roadmap for bringing large language models into enterprise workflows — from picking the first use case to deploying safely.
How to Build an Enterprise AI Roadmap (Without Boiling the Ocean)
A step-by-step guide to building an AI roadmap that survives contact with reality: scoring use cases, sequencing investments, and avoiding the two most common planning mistakes.
AI Automation: Which Business Processes Should You Automate First?
Not every process is a good first candidate for AI automation. Here is the profile of a high-ROI first project — and the processes to leave alone until later.
A Practical AI Governance Framework (That Won’t Grind Innovation to a Halt)
AI governance doesn’t have to mean bureaucracy. A right-sized framework for enterprises: risk tiers, approval gates, model inventory, and the policies that actually matter.
The Highest-ROI AI Use Cases by Industry: What’s Actually Working in 2026
A field guide to the AI use cases delivering measurable returns right now in finance, healthcare, retail, manufacturing, and logistics — and the pattern behind all of them.
ChatGPT for Business: What It Does Well — and Where You Need More
An honest guide for leaders: where off-the-shelf AI assistants like ChatGPT deliver real value, the risks to manage, and when your business needs a custom solution instead.
AI Security: The New Attack Surface Every Enterprise Just Acquired
Prompt injection, data leakage, poisoned knowledge bases, over-permissioned agents — the AI-specific security risks enterprises face and the defenses that work.
You Rolled Out Microsoft Copilot. Why Isn’t Anyone Using It?
Copilot licenses are easy to buy and hard to turn into ROI. The adoption playbook that separates companies seeing real productivity gains from those paying for shelfware.
AI Agents, Explained for Business Leaders (No Hype, No Jargon)
What AI agents actually are, what they can reliably do in a business today, where they fail, and how to run a first agent project without betting the company.