The Library
Articles & guides.
Field notes on putting agentic AI to work. Specific numbers, specific tradeoffs, no filler.
Featured guides
CASE STUDY · Sep 10, 2026
Where AI adoption actually starts
Everyone assumes it starts in engineering. It rarely does. The departments with no developers in them are where the work is easiest to find and the wins are largest.
Read the guideTRAINING · Jul 11, 2026
How much does team AI training cost?
AI training for a team runs anywhere from free webinars to five-figure corporate programs. Here is what actually drives the price, what you should insist on getting for it, and how to tell whether the number you have been quoted is worth paying.
Read the guideSTRATEGY · May 23, 2026
What is an AI-native business
An AI-native business runs on AI. Agents handle repeatable work. Decisions trigger from live data. Teams direct the work, they don't fight it. Here's what AI-native looks like, and how to get there.
Read the guideFRAMEWORK · Apr 15, 2026
The 5-Step Agentic AI Tool Evaluation Framework
Before you spend a dollar on another agentic AI tool, run it through this five-question checklist. If it can't pass, it's vaporware.
Read the guide
CASE STUDY
Sep 10, 2026
4 min read
Guide
Why we did not remove the printing step
A Cyprus audit practice prints every document and writes a reference number on it by hand. It looks like the first thing to automate away. It is the one thing that cannot be touched.
CASE STUDY
Sep 10, 2026
4 min read
Guide
The drafting moved inside the system
A legal specialist was using Claude as a better search engine. Three or four sessions later the drafting had moved. Here is what changed, and what deliberately did not.
CASE STUDY
Sep 10, 2026
5 min read
Guide
Where AI adoption actually starts
Everyone assumes it starts in engineering. It rarely does. The departments with no developers in them are where the work is easiest to find and the wins are largest.
TRAINING
Jul 11, 2026
3 min read
Guide
How much does team AI training cost?
AI training for a team runs anywhere from free webinars to five-figure corporate programs. Here is what actually drives the price, what you should insist on getting for it, and how to tell whether the number you have been quoted is worth paying.
TRAINING
Jul 11, 2026
3 min read
Guide
AI training for small teams: what actually works
Most AI training is built for big companies or lone individuals. Small teams need something different: live, hands-on, and built on the work they already do. Here is what actually moves the needle for a team of 2 to 5.
TRAINING
Jul 11, 2026
3 min read
Guide
AI course or tailored team training: which does your team need?
An AI course and a tailored team training solve different problems. One builds individual skills; the other changes how a team works. Here is how to tell which one you actually need, and when each is worth it.
FRAMEWORK
Jun 1, 2026
4 min read
Guide
The four layers of an AI that runs your business
Most businesses bolt AI on backwards. Here is the order that actually works: Memory, Access, Skills, Rhythm. Build them in sequence and the system stops being a chatbot and starts being an operator.
STRATEGY
May 23, 2026
3 min read
Essay
What is an AI-native business
An AI-native business runs on AI. Agents handle repeatable work. Decisions trigger from live data. Teams direct the work, they don't fight it. Here's what AI-native looks like, and how to get there.
STRATEGY
Apr 29, 2026
2 min read
Essay
Why Agentic AI Will Change Business Forever
The enterprise-first narrative is wrong. Businesses that move fast deploy autonomous agents faster and more effectively than the ones still stuck in committees and procurement cycles.
REALITY CHECK
Apr 22, 2026
4 min read
Essay
The SMB Reality Check: What Agents Can & Can't Do
Stop trying to automate everything. Here are three wins you can ship today, and three traps that will quietly burn your budget.
FRAMEWORK
Apr 15, 2026
2 min read
Guide
The 5-Step Agentic AI Tool Evaluation Framework
Before you spend a dollar on another agentic AI tool, run it through this five-question checklist. If it can't pass, it's vaporware.