John Rudd is author of The Age of the Speedboat, a book targeting leaders bringing Agile practices into AI implementation, as well as co-founder of LightSight, an AI strategy and consulting firm focused on the middle market. LightSight works with middle market companies and private equity-backed organizations to help them build the operating models that turn AI investment into durable, measurable value.
Few people have seen the middle market from as many angles as John Rudd. As a lender, he sat across the table from companies fighting for their financial survival. As an investment banker, he negotiated deals from both sides. As a court-appointed Bankruptcy Trustee and Receiver, he was handed the keys to organizations in their most distressed states and charged with making the best of what remained. As a CEO, CFO, and Chief Restructuring Officer, he has led companies through transformation from the inside, making the hard calls, living with the results, and learning from both.
For decades, John has worked alongside, inside, and around thousands of middle market organizations in every condition imaginable: thriving and struggling, scaling and contracting, adapting brilliantly and failing to adapt at all. That breadth of vantage point is rare.
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A CEO, former turnaround expert, and Accenture global lead who now reassures mid-market executives that the tech pendulum has finally swung in their direction.
AI just handed, for the first time, the technology advantage to middle market companies. However, many mid-market leadership teams are reluctant to take full advantage, rather adopting a more passive, wait-and-see approach. John explains why time is of the essence and how those who move quickly can establish a distinct competitive advantage.
Episode, interview, and keynote angles drawn from The Age of the Speedboat.
For a century, competition rewarded scale, and midmarket firms bent around tools built for the Fortune 500. AI ends that. It rewards speed, not size. The enterprise is an aircraft carrier, powerful but slow to turn; the midmarket company is a speedboat that pivots in seconds. When change outpaces planning cycles, the speedboat wins, and the edge compounds.
A certain self-deception is spreading through boardrooms. John calls it the Penske File Dilemma: leaders handed AI mandates project confidence while just alphabetizing files they do not understand, then stage Success Theater that measures effort, not outcomes. The fix is not technical. It is the courage to admit no one should already know this, then build the muscle to find better answers.
As a former CFO and current PE board member, John frames the board conversation around two rules: when you are in a hole, stop digging and judge AI on forward merits, not sunk cost; and do not be precisely inaccurate, so analyze at 2,000 feet and go deep only where it is earned. He maps returns to metrics, and makes accountability the feature that builds board trust.
Your experts were hired to synthesize and recommend but instead spend the day pulling data from three systems, cleaning it, and formatting reports. John's "Finding the Gold" calls this the most expensive misallocation of talent in a knowledge business. Stop asking how to cut the role. Rather, strip the grunt work so the expert spends time on the part only they can do. The goal is growth, which is accomplished through increased capacity, not reduced headcount.
Most middle market companies sit on years of data they barely use, because extracting it takes a precise question, technical skill, and days of analyst time. John closes that gap with a plain-English interface to a company's own data. A CFO asks why April margins fell and gets the answer in twenty seconds. The advantage is not the data. It is how fast insight becomes a decision.
Industries that ignored Agile should start paying attention. The moment now demands real autonomy, cross-functional collaboration, lean process, and empowered people. Agile was perhaps a bit ahead of its time, waiting for a world fast enough to make its urgency undeniable. That world is here, and the AI-driven pace of change means it is time to recalibrate the practices.
Pull-ready lines for intros, show notes, and social copy.
The era of "good enough" is over. Data is accessible and building is cheap. Mid market companies should feel empowered to build affordable solutions tailored to their needs.
There has never been a better time to encourage organization-wide experimentation and pave the way for innovation acceleration.
Companies used to avoid measuring technical success for fear of negative outcomes. Today, the cost of failure is cheap, and the ability to pivot is rewarded.
While it feels like this is all about this new technology, the winners will not be the most technical leaders but rather those with the courage to seize the moment.
The winning formula is to build custom applications. By purchasing a SaaS solution that is available to every competitor, your efforts to differentiate turn into simply treading water.
Stop digging. The hardest Board discipline is killing an underperforming AI bet on its forward merits, not its sunk cost.
Bookings & Interviews
Speaking engagements, podcast interviews, and press inquiries welcome.