Safe
Will this be safe to roll out?
Three years supporting AI governance at a regulated insurance carrier, reviewing use cases for likelihood of successful adoption and ROI.
FOR SMB OWNERS UNDER 500 EMPLOYEES
Everyone bought AI tools. Almost no one’s strategically using them.
I’m a Fractional AI Adoption Lead — I close the gap between the tools your company already pays for and the people who need to get real value from them.
Five minutes, completed by you alone, to see where AI adoption is stuck and what to address first.
The gap is not a technology problem.
15 years
Strategy and technology consulting
25+
AI solutions built
9
Professional certifications
M.A. Johns Hopkins
The problem
Nothing is technically broken. That's what makes it hard to fix.
Almost every stalled AI rollout I've seen looks healthy on paper. The tools work. The licenses are active. The problem is somewhere else, and it usually sounds like one of these.
“I don't know what to use it for.”
Access was rolled out. The work was never redesigned around it.
“I tried it, it got something wrong, and I went back to doing it myself.”
One bad answer ended the habit, and nobody was there to restart it.
“We can't say what the spend is returning.”
Usage reports tell you what is happening. They never tell you why.
“Someone pasted a customer document into a free tool.”
In the absence of a policy, people invent one.
What changes
What you have ninety days from now
An AI roadmap you can actually act on
Ranked cheapest and fastest first, with an internal owner named against every item.
A policy your team understands
Drafted from your tools and your data, not from a template.
AI spend you can defend
What AI costs will result in better customer experiences, better operations, or more revenue.
Use cases scored, not guessed
Five surfaced and ranked on impact, risk and readiness, so the first one you build isn't chosen on instinct.
People still using it in month three
The measure that matters, and the one most rollouts never check.
Why this works
What you get when the role is filled properly
Three questions every owner asks me before we start, and the honest answer to each.
Sustained
Will my team still be using this in three months?
Most “AI training” is a two-hour session everyone forgets by Friday. I don't do that. I do the harder, less visible work — getting leaders and teams to actually change how they work, so the tool doesn't quietly die the way the last three did.
Substantive
Is this just a strategy deck?
No. I build and configure the tools themselves using no-code platforms, so you get something running — not a slide that says “consider AI adoption.”
Services
Start where it makes sense to start
Prices are below because you should be able to work out whether this is for you without booking a call.
Starter
Find out where AI can actually save you time or money — free to start, $350 to walk away with a plan.
Nine Ways SMB AI Projects Die
Free · ~10-min read
AI Leader Self Assessment
Free · ~5 minutes
A private, scored self-assessment to see where AI adoption is stuck and what to address first.
Most people start here
AI Adoption Roadmap Session
$350 · ~1 hour
Typically within a week of booking
A focused one-hour session that produces a written AI Adoption Roadmap — a prioritized, plain-language list of where AI can save real time or money, and what order to tackle it in — plus the self-paced toolkit and templates, and a personalized ROI calculation run against your actual number of paid logins and your actual workflow.
Empower Your Team
Get your team actually using the AI tools you're already paying for.
AI Upskilling Workshop
$3,000 · typically 1 day
Up to ~15 participants; larger groups or a multi-day version scoped and quoted separately
The team leaves actually able to use the AI tools already being paid for — training built against real workflows, not generic AI 101.
Ongoing Strategy & Adoption Leadership
Senior AI adoption leadership, without adding headcount — sized to your business.
Fractional AI Adoption Lead — Core
$3,000 / month
Dedicated consulting support to ensure the AI solutions we scope on your roadmap are working. Several working sessions each month, plus email/text access between sessions
Senior AI adoption leadership without adding headcount — one workflow at a time, about one half-day session a month, a written usage policy built from your actual tools and data, and a monthly leadership check-in.
Fractional AI Adoption Lead — Growth
$5,000 / month
Greater time commitment from me, plus ongoing advisory access between sessions.
Full fractional AI leadership — a ranked rollout across multiple workflows, the complete use-case intake and governance process, and ongoing advisory access.
No long-term contracts. Month-to-month, and if it's not working after 60 days, you stop — you keep everything built up to that point.
One workflow at a time, on purpose. Rushed multi-workflow rollouts are exactly how adoption fails — the pattern is that nothing sticks. Sequencing them is what makes the second, third, and fourth workflow succeed instead of quietly reverting like the first three tools you tried.
Not sure where to start? Take the AI Leader Self Assessment. It takes about five minutes, and you will see where AI adoption is stuck and what to address first.
Who’s doing the work
15 years of strategy, governance, and technology enablement consulting; focusing on AI strategy and adoption for multiple years.
I’m a Fractional AI Adoption Lead for small and mid-sized businesses, and I’ve focused on AI governance and adoption at enterprise scale for multiple years. I enjoy helping companies adopt new technology effectively, and I bring 15+ years in technology and process change (digital transformation, ERP rollouts, organizational redesign). Before any work begins, I make sure we’re clear about the measurable results you want. I believe in a people-first approach to AI enablement, so the team feels confident using the technology and business leaders see results from their investment.
- AI adoption consulting at a regulated, global insurance carrier
- Partnered with leaders to build a companywide AI use-case intake and review process — evaluated dozens of use cases for risk, adoption readiness, and time-to-value
- Chaired the cross-functional group (HR, IT, Legal, Data, Compliance) that created the standing enterprise AI leader guidance for leaders, focusing on change management and reducing resistance to AI
- 15+ years in technology and process change overall, including EY and the U.S. Department of Justice; certified AIGP, CCMP, Prosci, PMP, CSM
This practice is built around AI adoption right now — the same discipline applies to any technology, process, or culture change your leadership team is navigating. If that’s your situation rather than AI specifically, this is still the right conversation to have.
How the work runs
Read it. Decide it. Ship it. Prove it.
1
Read it
Short interviews with heavy users, lapsed users and never-users. A usage map in their own words, a spend position, and an honest read on where your data goes.
2
Decide it
Five use cases scored on impact, risk and readiness. A ranked plan, cheapest and fastest first, each item with an owner's name on it.
3
Ship it
One thing live at a time — a workflow, an enablement module, a champion cohort trained. Something you can point at.
4
Prove it
A baseline your CFO countersigns before anything changes, so what “working” means is agreed in writing while there's still nothing to argue about.
Solution demos
Watch something work before you pay for anything
Short walkthroughs of working solutions. Not slideware — the actual thing, running. If one of these looks like a problem you have, we can talk about what it would take in your business.
AI automation for business: three tools to win, onboard and retain customers
AI for Procurement: How to Audit & Reduce Vendor Expenses Automatically
Fix employee onboarding: an easy AI solution you can build
How I work
Six things I commit to before you sign anything
One rate each month
Your first month is a defined project with a fixed deliverable.
I never mark up your software
Every tool and subscription is bought in your name, on your card, at cost. You own the accounts, the credentials and the documentation from day one - which also means you're never stranded.
Hours saved are not dollars saved
I'll separate what's cash out the door, what's an additional hire you genuinely won't need to make because AI can help. Your CFO has been handed soft dollars before and is right to be skeptical.
I limit myself to four clients at a time
I'll tell you what my commitments are and what response times you can hold me to, rather than let you work it out in week six.
Honesty about what I'm not
Not a lawyer. Not a licensed accountant. Not a software procurement negotiator. Anything touching legal, tax or contract terms should go past your own counsel before you adopt it.
I focus on quality over quantity
I focus on getting the initial solutions right with low risk, proving value, and establishing our working relationship.
Thinking
Recent writing, talks and workshops
Article
How much does AI consulting cost for a small business?
The published ladder, from free to $5,000 a month, and why every number on it is fixed before the work starts.
September 2026 · 6 min read
Article
What is a fractional AI lead, and when does a company need one?
A part-time owner for AI work at a company too small to hire one full time — and the three signs it's the right moment.
September 2026 · 5 min read
Article
Why do most AI pilots at small companies never reach production?
Nine failure modes, and the pattern underneath all of them: the pilot was never asked to survive contact with someone's Tuesday.
September 2026 · 8 min read
Questions executives actually ask
Everything is priced on this site. The guide and the AI Leader Self Assessment are free, the AI Adoption Roadmap Session is $350, the upskilling workshop is $3,000 for a day, and the Fractional AI Adoption Lead is $3,000 or $5,000 a month, month to month. Anything scoped beyond that is quoted individually.
Not sure which one applies to you?
Book the fit call. It’s thirty minutes, it costs nothing, and I’ll tell you honestly if the answer is that you don’t need me yet.
Or email me directly — bill@wbcaichange.com