Stop guessing where AI fits in your business.

Why most AI and automation projects stall before they ship

The same conversation happens in every leadership team I've spoken to in the last two years: we know AI and automation should help us, but we don't know where to start. The discussion fragments quickly. The engineering team wants to build something. The operations team wants to fix the manual workflow that's killing them. The finance team wants to know what it will cost and what it will return.

Without a shared, evidence-based answer, the project drifts into a long "AI strategy" phase that produces slides and no software — or worse, it shortcuts straight into building the wrong thing. Either way, the budget burns and the team loses confidence.

The AI & Automation Opportunity Audit exists to break that pattern. In one focused week, you get a ranked list of the highest-ROI automation opportunities in your business, with cost and timeline estimates per opportunity, written so engineering, operations, and finance can all agree on what to do first.

What an AI & Automation Opportunity Audit actually delivers

The Audit is a focused, time-boxed engagement — not an open-ended discovery phase. The scope is intentionally tight so the deliverable is sharp.

Discovery kickoff — 60 minutes

A working session where we map your operating workflows at the level of who does what, when, and how often. You don't need to prepare slide decks or bring in a process consultant. A founder or operator who knows the day-to-day work is enough. I'm specifically listening for:

• Repetitive manual work consuming meaningful hours per week
• Data flowing between systems via copy-paste, spreadsheets, or email
• Rule-based decisions still made by humans
• Knowledge that lives only in one person's head
• Reports, summaries, or status updates produced manually on a schedule

Workflow analysis — 2 to 3 days

I take 2 to 3 of your core processes and document them in detail: the end-to-end steps as they happen today, the volume and frequency of the work, where the time is spent, where the errors occur, and what would change for the team if it were automated.

This is the part that takes real engineering judgment. Many opportunities look juicy on paper but die in implementation because of integration complexity, edge cases, or the hidden cost of long-tail exceptions. Separating the real opportunities from the apparent ones is the core skill the Audit pays for.

Opportunity synthesis and ranking

The central deliverable of the AI & Automation Opportunity Audit is a ranking of the top three opportunities. Each is scored on:

• Effort to implement — engineering days, integration risk, edge-case complexity
• Payback — hours saved per week, cost reduction, or revenue impact
• Risk — what happens if it breaks; what fallback looks like
• Strategic fit — does this build a foundation, or is it a point fix

The top three are documented with enough detail that any senior engineer — me or someone on your team — can pick up the report and execute.

Report delivery and walkthrough

You receive a 10-to-15-page PDF report and a 30-minute walkthrough call. The report is yours, no watermark, no restrictions. You can hand it to your internal team, to another vendor, or shelve it.

Who benefits most from an AI Opportunity Audit

The Audit is a strong fit when most of these are true:

• Your team feels the pain of manual work weekly, not just theoretically
• You've tried point solutions like Zapier and hit their limits
• You have 5 to 50 people in operations, support, or back-office roles
• You have a budget for implementation in the $1,500 to $20,000 range and want to spend it confidently
• You'd rather decide once with evidence than experiment for six months

It's a poor fit when:

• You already know exactly what you want built — go straight to AI Automation QuickStart
• You want a generic "AI strategy" deck with no implementation grounding
• Your scope is unclear and likely to change weekly

The economics of the Audit

The Opportunity Audit fee starts at $499. Most audits identify automations that return $5,000 to $50,000 per year in saved time or cost. The audit fee is credited toward any build engagement booked within 30 days — meaning if you decide to move forward, the Audit is effectively free.

That credit structure is intentional. The Audit isn't a profit center on its own; it's the highest-fidelity way for both of us to decide whether a build engagement makes sense, and to do that with a shared written plan.

What the report contains

Every Audit report follows the same structure:

1. Executive summary — top 3 opportunities at a glance, with payback and effort
2. Current state — a map of the workflows reviewed
3. Opportunity 1 — detailed write-up, cost estimate, timeline, risk profile
4. Opportunity 2 — same structure
5. Opportunity 3 — same structure
6. Recommended sequence — which to do first, second, third, and why
7. Quote — fixed-price quote to implement opportunity #1
8. Appendix — process maps, data flow diagrams, source notes

How this differs from a free Discovery Call

A Discovery Call is a free 20-minute conversation. We see whether an engagement is a fit and what direction it would take. No analysis, no deliverable.

An AI & Automation Opportunity Audit is a paid week of structured analysis with a written report. It exists when you've decided you want to move forward but you don't yet know on what.

If you're not sure which you need, book the Discovery Call first — we'll figure it out together, with no obligation either way.

Ready to find your highest-ROI AI automation opportunities?

Stop debating internally and start with evidence. Book a free 20-minute Discovery Call to discuss whether an Audit fits your situation, or inquire about the Audit directly.