Ask Better Questions.
Keep People in Charge.
Will founded ProvenLabs to help service-business owners understand where AI can create meaningful leverage, where it adds needless complexity, and how to learn the difference through practical experiments.
AI Should Expand
Human Capability.
The starting seed of a project should come from people who understand the business. The final call on taste, risk, and customer experience should stay with them too. AI can accelerate the work between those decisions, but it should not quietly inherit accountability.
Education First
Give owners and teams a shared understanding before asking them to adopt a tool or change a process.
Evidence Over Hype
Use bounded experiments to learn what changes, what fails, and what deserves a larger investment.
Capability Over Dependence
Build the client's judgment and operating ability so a long relationship remains useful by choice, not necessity.
Alongside Owners.
Close to the Decisions.
Will works directly with business owners and leadership teams through audits, workshops, private roundtables, and the ProvenLabs R&D Lab. The common thread is a practical question: what should this business learn next?
Find the Fit
Map real work, surface opportunities and risks, and establish what should be tested first.
Build Understanding
Help leaders and teams develop the language and confidence to participate in the change.
Run the Experiments
Turn priority questions into measured tests with executive context and clear handoffs.