Insights & thinking.
Field notes from our practice — agentic AI, data platforms, automation and the messy reality of getting enterprise systems into production.

Data Is Your Competitive Edge: Laying the Groundwork for Scalable AI Success
AI success is a data problem, not an algorithm problem. A playbook for treating data as a strategic asset, building literacy, and laying the foundations for AI at scale.

Unlocking the Power of AI: Strategic Use Cases for Mid-Size Enterprises
Mid-size enterprises have an agility advantage in adopting AI. A tour of high-impact, industry-tuned use cases across automotive, healthcare and retail — and a pragmatic way to start.

Generative AI for Enterprises — Where to Start?
A pragmatic guide to picking your first generative AI use cases, the patterns that compound, and the governance principles that separate programs that scale from those that stall.

AI Essentials for Business Leaders: Practical Insights Beyond the Hype
A pragmatic field guide for business leaders on where AI delivers real value today, where it doesn't, and what to put in place before the first pilot.

The Journey of AI: Ancient Myths to the Future
From Talos and the Golem to Dartmouth, cloud-scale compute, and today's foundation models — a short, opinionated history of artificial intelligence and what comes next.

Generative AI – Enterprise Use Cases
Generative AI has moved from novelty to line item. A tour of the enterprise use cases that actually compound — customer operations, knowledge work, engineering, sales and the back office — and how to pick your first two.

Using Text Analytics and NLP: An Introduction
How text analytics and natural language processing turn tickets, emails, transcripts and documents into labels, entities and answers a business can act on.

Customer Service Chatbots Improve Customer Experience
Why AI-powered chatbots have become a customer-service staple: the honest benefits, the patterns behind successful deployments, and where they go wrong.

AI/Robots do not Threaten Humans, but Super Humans do
The pressure on most workers will not come from robots replacing humans — it will come from humans amplified by AI. What that means for individuals and organizations.
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