Work & Insights

Case studies and notes from the front line of applied AI.

Case studies from 400+ client engagements across 10 geographies, plus essays and operating playbooks on making AI actually move the P&L.

Articles

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AI Made Building Software Easy. That Is Exactly Why You Should Think Twice Before You Build.

AI strategy

AI collapsed the cost of a working prototype to almost nothing. The build versus buy decision most teams learned is now wrong in a specific and expensive way.

July 8, 2026 · 4 min read

RAG for Business: What Retrieval-Augmented Generation Actually Does

RAG

RAG connects a language model to your own documents so it answers from what you actually know, not what it guesses. Here is what that means for real work.

July 7, 2026 · 5 min read

AI adoption

Spinning up an AI tool is the easy part. Getting people to trust it and change how they work is where value is won or lost. Here is the playbook.

July 7, 2026 · 6 min read

subscription

Churn prediction, tier-1 support, onboarding, personalization, and pricing. The five AI use cases that compound across your LTV base, and the adoption work each one hides.

July 7, 2026 · 5 min read

AI Implementation Roadmap: From Strategy to Production

AI strategy

Most AI roadmaps stall because they treat the tool as the finish line. Here is a six-phase roadmap that gets you from strategy to production, and to durable adoption.

July 7, 2026 · 6 min read

agentic AI

Agentic AI does not just answer a prompt. It plans, uses tools, and takes multi-step actions toward a goal. Here is what that changes for consumer tech.

July 7, 2026 · 5 min read

AI Pilot to Production: the Checklist Most Teams Skip

AI adoption

A pilot that demos well is the easy 20%. Here is the six-part checklist that turns it into a durable production capability.

July 6, 2026 · 5 min read

What a Real AI Consulting Engagement Costs

ai consulting cost

The three ways AI consulting is priced, the four things that actually move the number, and how to judge cost against the real alternative: a pilot that dies in month six.

July 6, 2026 · 5 min read

ai-readiness

A short, plain definition of an AI readiness assessment: what it measures, who needs one, and what you walk away with.

July 6, 2026 · 4 min read

Case studies and notes from the front line of applied AI.

AI Made Building Software Easy. That Is Exactly Why You Should Think Twice Before You Build.

RAG for Business: What Retrieval-Augmented Generation Actually Does

How to Get Employees to Adopt AI

AI Use Cases for Subscription Businesses

AI Implementation Roadmap: From Strategy to Production

What Is Agentic AI? A Practical Guide for Consumer Tech

AI Pilot to Production: the Checklist Most Teams Skip

What a Real AI Consulting Engagement Costs

What Is an AI Readiness Assessment?