AI Strategy··4 min read
How to Prioritize AI Use Cases Without Guessing
Twelve ideas, budget for three. Here is a defensible way to choose, and the reason the best-scoring one is often not where you should begin.
Read essayVol. VII — WritingSubscribe via RSS
The JournalEssays & Field Notes
Practical writing on AI in the wild.
Field notes from real engagements. Frameworks, postmortems, and the unglamorous discipline of shipping AI in production.
Latest Articles
Showing 37–45 of 64 essays
AI Leadership··4 min read
Does My Company Actually Need a Chief AI Officer?
Most companies asking this question do not need a full-time AI executive. Here is the test that tells you which of the three answers applies.
Read essayAI Leadership··4 min read
The Chief AI Officer Job Description, Written Honestly
Most Chief AI Officer job descriptions are a wish list assembled from three other roles. Here is what the seat is genuinely accountable for.
Read essayAI Leadership··5 min read
What Is a Fractional Executive? The Complete Guide to Every Role
Fractional executives give growing companies real C-suite leadership at 20-35% of a full-time hire. Here's how the model works, what every role covers — CFO, CMO, COO, CTO, CAIO — what each costs, and how to hire well.
Read essayAI Strategy··5 min read
AI Audit: How to Evaluate Your Company's AI Before It Costs You
Most companies adopted AI faster than they inspected it. An AI audit answers five questions — what's in use, what data it touches, what it costs, whether output is checked, and who's accountable. Here's the working framework.
Read essayAI Strategy··5 min read
The AI Maturity Model: 5 Levels and How to Climb Them
Enterprise AI maturity models are built for companies with committees. This one is built for operators: five levels, honest placement criteria, and the specific work that moves a growing business up each rung.
Read essayAI Strategy··4 min read
AI Transformation: The Executive Playbook (Without the Consulting Theater)
"AI transformation" has become a phrase that means everything and therefore nothing. Here's what it actually is, why the big-bang version fails, and the executive playbook that works for companies without transformation offices.
Read essayAI Leadership··5 min read
Chief AI Officer Programs & Certifications: Are They Worth It?
Universities now sell Chief AI Officer programs at $2K–$15K a seat. Here's an honest look at what they deliver, who actually benefits, and the build-vs-buy question companies should answer before sending anyone.
Read essayAI Leadership··5 min read
Fractional CTO vs Fractional CAIO: Which Does Your Company Need?
Both put senior technology leadership on your team without a full-time salary — but they own different problems. Here's what each role actually covers, where they overlap, and how to decide which gap your company has.
Read essayFAQ
Common questions
- What does this blog cover?
- AI strategy and leadership decisions for growing businesses: what a Chief AI Officer actually does, how to evaluate vendors, how to measure return, and why most AI projects fail. It is written for people deciding what to fund, not for people building models.
- How often is it updated?
- New pieces publish regularly, and existing ones are revised when the underlying facts change — pricing, market rates and vendor landscapes move quickly enough that stale posts become misleading rather than merely dated.
- Who writes it?
- Erin Moore, a fractional Chief AI Officer and U.S. Army veteran with an Executive MBA, an MS in Data Science and a Lean Six Sigma Black Belt. Everything is written from the buyer's side of the table, which is where the work happens.
- Where should I start?
- If you are new to the topic, start with what a fractional Chief AI Officer does and why most AI projects fail. If you are already spending on AI, the posts on AI audits and measuring ROI will be more immediately useful.