No more guessing, no more tools that never get adopted. A clear, prioritized roadmap, and a path to act on it.
See how it works ↓Most AI advice starts with the technology. We start with what's already creating value in your business, and find where AI and automation can accelerate it. There's usually more leverage sitting in existing operations than people realize.
This works best with the person who owns the outcome — someone who can see the whole business and act directly on what we find.
Running businesses from $1M to $20M in revenue, across a range of industries.
Every business creates value in two ways. Most AI projects only chase one of them.
What people actually receive: faster turnaround, fewer errors, more consistent results.
How the experience makes them feel: confidence, trust, less friction. Usually where the real differentiation lives.
Most "AI assessments" are a five-minute quiz that hands you a generic score. Ours isn't.
It's a structured engagement: 3 to 10 conversations with your leadership team, working through a structured question set spanning strategy, data, operations, and workforce readiness — the depth scales with the size and complexity of your organization.
What you get back isn't a score. It's a custom Key Findings Report built around your business: your specific AI opportunities and risks, a maturity read on where you stand, and a prioritized, phased roadmap for what to do next.
The Assessment gives you a prioritized roadmap. From there, engagements typically move through workflow analysis and a data readiness check, then implementation of the highest-value opportunities first. Some clients want ongoing support after that, an embedded partner who keeps the system current as AI tools and your business both evolve. We can talk through what makes sense once we know your roadmap.
A lighter-commitment way to build AI capability with your team.
A precision diagnostic that surfaces finite vs. infinite thinking across company, team, and individual levels — the cognitive readiness layer that determines whether AI adoption succeeds or stalls.
Surfaces the hidden assumptions and outdated rules of engagement limiting your team, then evolves how they think, collaborate, and innovate in the age of AI.
Moves participants from passive observers to confident daily operators, with a clear mental model across five tool categories and a real workflow built in the room.
Shifts teams from ad hoc AI users to structured AI operators, using the PRO–MPT Framework to build repeatable prompts, variable models, and a personal prompt library.
Each runs 90 to 120 minutes. Reach out to find the right fit for your team.
Hi, I'm Ed. My work sits at the point where AI and automation stop being a technology conversation and start being an operations one — rethinking how work actually moves through a company so smaller teams can do more without stretching thinner.
Before AI, my career was spent inside large, highly regulated organizations, leading product and systems initiatives where the common thread was always the same: translating between what leadership needed and what a technical team could realistically build. That translation work, more than any single project, is where I found I added the most value.
That same instinct now shows up in how I approach AI and workflow automation, from a single well-placed tool up through more advanced multi-agent systems. The technology is never where I start. The real question is always at the process level — how work actually flows through a business, where it quietly breaks down, and which of those breakdowns are worth solving with AI versus fixing structurally first.
What keeps me interested in this work is watching organizations move from tangled and reactive to clear and deliberate, at a moment when the tools to make that shift are more within reach than they've ever been. That's the thinking behind the Assessment: less abstract theory, more a specific, practical read on where this actually pays off for your business.
A few quick questions to see if we're a fit.