Discovery & scored opportunity map
40-to-100 opportunities across your business, scored against your own weights. This is where business understanding turns into the strategy for everything that follows.
First output in days · refined in weeks
High Value Change
Growth. Efficiency. Risk. Identified and AI-implemented.
For mid-market and SMB businesses. We find where AI lifts revenue, lowers cost, or covers risk — and we put it to work inside your operations. In days.
Three engagements per quarter · 1 spot open in Q3 2026
Why Now
The window is open. Now. Don't get left behind.
AI hit a practical threshold in 2025. Capable enough to run production workflows. Cheap enough to deploy broadly. Stable enough to commit to.
Your larger competitors have already moved. Your next generation is asking how you're going to respond. The senior staff who hold the institutional knowledge are retiring. The businesses that embed AI this year compound a 12-to-24-month advantage over the ones that wait another year.
The Approach
Business + Strategy + AI — in that order.
Most AI work starts with the technology. A tool, a model, a framework. The business is expected to bend around it. Most consulting work starts with strategy. Frameworks, decks, roadmaps. The AI is supposed to follow, somehow.
The right work starts with the business — how it actually runs today, what makes it durable, what its next decade looks like from the owner's chair. Only then does strategy take shape. Only then does the AI get built — shaped to your business instead of your business shaped to someone else's AI.
That sequence is the whole difference. I've spent 20+ years inside SMB and mid-market businesses as an embedded operating partner — running the weekly meeting, building the accountability chart, staying until the dashboard is green. The last several years I went deep on AI: shipped scoring models, deployed agent stacks, stood up governance systems across real estate, construction, distribution, and mission-sector work.
A 20-year operator who is also AI-native is rare. That combination — not a tool, not a framework — is the service.
How This Compares
What others don't do.
McKinsey, BCG, Deloitte, Accenture
Sell 12-to-18-month AI transformations to Fortune 500s.
They don't sit in your weekly meeting. They don't know your business the way I will.
A fractional CAIO from a placement firm
Gives you an advisor who attends your Tuesday call.
They don't write the code. They don't deploy the systems.
A small AI shop
Builds you one integration and hands you a repo.
They've never operated a business like yours. They don't stay.
High Value Change
Runs the whole sequence — business, then strategy, then AI.
With me personally at every step, and a fractional bench of quantum, AI, business, and government specialists available when the work requires it.
What I Ship
Shippable work products. First output in days.
Every engagement is scoped against a shippable output, not billable hours. Written scope proposal within 48 hours of the call. Signed SOW before work starts. Pricing discussed after we've scoped what you actually need, under mutual NDA if your situation requires.
Senior-staff knowledge capture
Structured capture of institutional knowledge from the people you can't afford to lose, into a system your team can query. Protects what already works.
First session in days · deployed in weeks
AI governance & data-boundary architecture
Policy pack, shadow-AI audit, vendor-risk review, board-ready governance note. Keeps you safe as the work accelerates.
Draft in days · board-ready in weeks
Embedded fractional AI leadership
One day a week with your team, async support throughout, quarterly refresh of the scoring model. The operating presence that makes the rest compound.
Week one · ongoing, three-month notice either direction
Deployable AI agent stack
When the engagement calls for it, I deploy a coordinated set of AI agents inside your environment — running against the functions that actually move your P&L. Supervised by me. Governed end-to-end.
First agents in days · full stack in weeks
How I Work
Embedded. Weekly. Fractional by design.
I show up the way a senior operating partner shows up — weekly, accountable, at the leadership table, shipping against the business's actual goals.
- 01
Start with the business, not the technology.
Where's the P&L pain? Where's the next decision that matters? What would an extra year of management capacity buy? AI is the instrument, not the subject.
- 02
Scope in writing within 48 hours of the call.
Output, timeline, dependencies, how we'll measure success, what's out of scope. You decide before you commit.
- 03
Ship something real within days.
Not a roadmap. Not a deck. A deployed agent, a scored opportunity set, a governance pack, a working internal system — first output on the table within days, refined into a finished artifact in the weeks that follow.
- 04
Embed weekly.
One day a week with your team. Accountability chart, KPI dashboard, working sessions with the people who'll actually run the work.
- 05
Hand it back, for real.
Your team learns the platform. Every model, every agent, every assumption is documented. When the engagement ends, you own the asset.
Proof
The book, in three numbers.
Anonymized engagements from the current book. Something actionable lands within days of signing — every engagement.
Markets scored
120+
Active revenue recovery
~$10M
Portfolio market opportunity
$275M+
First output
in days
A family office testing a national car-wash greenfield thesis.
- Ask
- Find the 5 best metros for exterior-express car-wash greenfield, scored on their own weights.
- First output in days
- Initial 5-market scored list on the table within days of scope. Refined into the full POC on a 4-pillar spine, validated against their first-party transaction data. The pilot markets they originally planned to enter ranked 12th, 15th, and 19th. The top 5 were all MSAs they hadn't considered.
- Status
- Engagement expanded into a national 42-MSA scored model across an adjacent real-estate product.
A multigenerational Kansas family business entering ag metal buildings.
- Ask
- A 100-mile opportunity map around Wichita for a brand-new ag division.
- First output in days
- First scored county shortlist on the table within days. Refined into a full 33-county × 4-pillar scored model; 786 formulas; 12 top-tier counties with ~14K farms and >5M acres combined. The #1 and #2 counties were 2 hours from headquarters — drive-out territory home-county logic would have missed.
- Status
- Full briefing package delivered to founder.
A mission-sector organization rebuilding its AI stack.
- Ask
- Make an existing AI implementation defensible — governance, data boundaries, mission-alignment — without slowing the program.
- First output in days
- Initial governance architecture and use-case priority scoring within days. Refined into a mission-aligned scoring framework with a quarterly review cadence.
- Status
- Ongoing.
Named references shared after a mutual-NDA stage. Anonymized scoring artifacts are available on request — email David.
Who It's For
SMB. Mid-market. Built to last.
SMB owners and operators
You've built a real business that works. You don't have the bandwidth to run an AI transformation alongside the day-to-day. You need someone who finds where AI moves growth, savings, or risk — and puts it to work, fast.
Mid-market operators
You can't justify a full-time Chief AI Officer. You can't afford to wait two years. You need an AI leader in week one who understands the work has to show up in EBITDA, not in embeddings.
PE Operating Partners
Hold-period economics don't tolerate a 12-month AI discovery process. I embed with one portfolio company at a time, alongside your team, and deliver against your value-creation plan.
Not for F500. Not for seed-stage startups. Fit matters more than revenue.
Tenant #0
We run on what we sell.
High Value Change is the first tenant on its own platform. Every agent I ship to a client runs first inside my own operations — research, content, engagement planning, partner tracking. If it isn't good enough for me, it doesn't ship.
About
Based in Wichita. Serving nationally.
Three engagements per quarter.
Next Step
One call. Thirty minutes.
We talk about what you're actually trying to do, what's been getting in the way, and whether the firm is the right fit. If it isn't, I tell you — and point you toward the firm that is.
Three engagements per quarter · 1 spot open in Q3 2026