Courtney M. Lawless
Find the trapped capacity already inside your business.
I help organizations uncover value they’re already paying for across people, process, technology, operations and AI — then turn it into more capacity, better economics and measurable growth.
AI Strategy · Operational Transformation
AI is a force multiplier. It does not care if it is multiplying your output or your chaos.
If you layer automation over a broken foundation, you are not scaling. You are accelerating the failure rate.
We have entered the era of Automated Friction. Most companies are building systems that guess when they should abstain and drift when they should be stable.
This creates a Translation Tax: a massive, expensive gap between strategic intent and technical output.
I design the operating model that keeps AI inside the guardrails of the business.
Proof
The clients are confidential. The results are not.
Improvement on a U.S. Marine Corps workflow redesign. Contracted target was 25%.
Hours of annual administrative capacity identified, about $100M in salary/workforce equivalent.
Merged PRs in 90 days from a 3.25-person team, about 8× the conventional benchmark.
Timeline reduction, consistently across projects.
Users across 17 government sites in 14 weeks, ahead of schedule, under budget, with no deployment failures.
Of projected budget, delivered consistently.
Revenue growth in nine months.
Red Dot Award: Design Concept 2022, Singapore
As featured in Amazon Prime, NBC, FOX, Cheddar, Forbes, Philadelphia Inquirer, Philadelphia Business Journal, Benzinga
$5B+ capital raised
Which of these sounds familiar?
Something isn't working
AI went wrong
Where the profit is
Trapped capacity is value already paid for and not being captured. It sits in people, process, technology, operations and top talent — often hidden behind the problem an organization thinks it has.
The work is finding the actual constraint, the unused capacity and the economic opportunity — then deciding what should change.
- Constraints. What is preventing the organization from producing the result it needs.
- Trapped capacity. Value already paid for and not being captured.
- Opportunities. New products, capabilities, applications of technology, operating models and sources of economic value.
Got trapped capacity? Let's find it.
Schedule 30 MinutesThe stated problem is rarely the actual problem.
Organizations often think they know what is wrong. Part of what I do is determine whether they're actually right.
Most consultants treat organizations like broken watches. I don't.
They mapped the gears. The gears weren't the issue.
What changes, across the whole organization
What should be built, bought, changed—or left alone?
People, process, technology, operations and AI.
The system determines the intervention.
The work doesn't end at diagnosis or strategy: redesign it and take it through execution.
Where AI fits
I don't just look for where AI can go. I look for where it belongs.
AI is not Frank's Red Hot—we don't put that on everything.
Why Courtney
Business, finance, product, technology, AI, human behavior, operations and economics.
Three connected capabilities: pattern recognition and systems diagnosis, business ↔ technology translation and judgment, and high-velocity execution.
That combination creates judgment.
Two ways in
AI Strategy
Where AI belongs, where it doesn't, and fixing AI that went wrong. Includes the Fractional Chief AI Officer offer.
Operational Transformation
More capacity, better economics and growth from the organization you already have.
Start here: The Intervention
The Intervention
Every major initiative has a point where the right information changes everything. A full diagnostic report with findings, recommendations, and clear direction. Delivered in five to seven business days. For organizations looking to optimize outcomes, drive efficiency, improve workflows and digital products, increase revenue, or find product and market fit through AI, a build, or a system change.
- You are about to make a significant investment in AI, a build, or a system change
- You are scaling and need to make sure the right systems are in place before you do
Every engagement is fixed scope and quoted after a 30-minute conversation.