Question 1

What is an AI Audit, and what do I get?

Accepted Answer

A 2 to 4 week diagnostic that ends with a plan you can act on. You leave with a ranked map of where AI pays first, the ROI in real numbers, and a phased roadmap of exactly what to build and in what order, so your next move is a de-risked decision instead of a guess.

Question 2

Do you build the solutions, or just hand me a report?

Accepted Answer

We do. The audit is the front door, not the finish line. Once we agree on the roadmap, we build the prioritized solutions, the AI agents, automations, and integrations that fit your business and your budget, scoped and staffed to your stack and delivered in milestones so you sign off on each stage before we move to the next. You are never left holding a report with no one to execute it.

Question 3

What happens after the build? Are we on our own?

Accepted Answer

No. After deployment we handle maintenance, fixes, and improvements, track the results against what we projected, and train your team so they actually use what we built. The goal is capability that lives inside your company and keeps compounding, not a one-off project that fades after launch.

Question 4

Why pay for an audit instead of just building something?

Accepted Answer

Most AI spend fails on implementation, not technology. Teams buy a tool or build something before they understand where the work actually breaks, and it goes unused. The audit makes sure you build the right thing. I pressure-test the top opportunities against your real workflows and data before you commit to a full build, so the roadmap is grounded in your business instead of a guess.

Question 5

We already have a dev or IT team. Why you?

Accepted Answer

Your dev team can build. The harder part is knowing what is worth building, and building it so it lasts. I find and validate where AI actually pays before any build begins, and I build on one connected foundation so solutions share data and context and compound, instead of piling up as one-off tools someone has to maintain forever. I have been the operator who built these systems in my own business, so I bridge the business problem and the implementation.

Question 6

What does the audit actually look at?

Accepted Answer

A short questionnaire to the people in the departments we focus on, then discovery interviews where we walk through the real work, screen-share the systems, and dig into where things get stuck. I look at your workflows, your tools and how they connect, your data, and where the team loses time. Everything ties back to a number, so the recommendations carry a business case.

Question 7

Do we have to be on Microsoft 365?

Accepted Answer

No. The audit and the plan are the same on any stack. For the build, I go deepest on Microsoft 365 and Copilot, including the governance and oversharing risks most teams miss, and on other stacks I scope the work and bring in the right team to deliver it. The problems do not change with the tools.

Question 8

Who is this for, and how long does it take?

Accepted Answer

Founder-led companies, roughly 15 to 100 people, where a decision-maker can say yes and act. The audit runs 2 to 4 weeks depending on how many departments we cover.

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