The AI Systems Diagnostic

A focused two-week engagement for leadership teams whose AI investment isn't showing up in business results.

You adopted AI because you had to. Activity metrics look strong. But pipeline isn't moving at the pace you expected, and you can't fully explain why.

The Diagnostic tells you what's actually happening underneath the activity, what it's costing you, and what to change first.

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What you walk away with

Three specific outputs. Delivered as a decision document, not a deck.

Output 01

A map of where results are leaking

A clear read on the gap between what your AI investment was supposed to produce and what it actually produces. Not vague observations. Specific systems, specific breakdowns, specific business impact.

Output 02

A decision on what to fix now, later, or never

Most findings in AI adoption aren't equally urgent. Some workflows need rebuilding. Some need to be left alone. Some need to be retired entirely. The Diagnostic separates the three and ranks them by business impact.

Output 03

A grounded plan for the next 90 days

One page. Prioritized actions, owners, and what evidence will confirm the fix is working. Written so your internal team can execute it without me, or with me if we continue together.

How the two weeks run

Three phases. Outcome-based, not calendar-based.

  1. Phase 01

    Discovery

    • Structured interviews with the people actually using AI inside the business
    • System review across the tools, workflows, and reports where AI output lives
    • Workflow mapping to surface where human decisions and AI outputs interact

    Your team's time commitment: about 4 hours across the phase.

  2. Phase 02

    Diagnosis

    • Identify the specific bottlenecks that are converting activity into fatigue instead of results
    • Separate tool noise from business signal
    • Prioritize the findings by revenue impact, not by how loud the symptom is

    Your team's time commitment: none. This is my work.

  3. Phase 03

    Decision

    • Findings delivered as a focused document with supporting evidence
    • Recommendations separated into fix now, fix later, and do not fix
    • A live working session with your leadership to walk through the document and agree on next steps

    Your team's time commitment: 90 minutes for the working session.

When the diagnosis reveals a workflow that is clearly worth automating, I can build the tool as part of a follow-on engagement.

Is this a fit

Best fit for

  • Leadership teams already using AI across multiple workflows
  • Businesses with an internal team or operator who can act on findings
  • Companies that need clarity before investing further in AI tooling or headcount

Not a fit for

  • Solo operators or very early-stage companies
  • Teams without an internal owner to drive what comes next
  • Buyers who want certainty before the engagement that a specific outcome will happen

What this is not

  • Not implementation. You get diagnosis and recommendations, not execution.
  • Not marketing management. I do not run campaigns, manage vendors, or become your day-to-day operator.
  • Not content production. This is not a copywriting, design, or posting engagement.
  • Not an exhaustive company-wide audit. The Diagnostic is focused on the systems where AI activity should be producing business results, but isn't.

If I do not think this Diagnostic is the right next step for your situation, I will tell you directly on the call.

Where the method has held up

Legal marketing

12 to 219 signed cases per month

$17M revenue. 18.6x ROI. $650K+ managed ad spend.

California personal injury firm. Attribution rebuilt, intake system fixed, conversion path rebuilt end to end.

Real estate sponsors

$6.3M raised in 10 days from one webinar and email sequence

5,000+ accredited investor leads across 19 sponsor systems. Helped raise $80M+ total.

End-to-end investor acquisition systems built on CRM infrastructure. Sponsors raising $3M to $30M+ per deal.

11+ years building B2B marketing systems. 13 CRM migrations. 100+ funnels built. $1M+ in marketing spend audited across client portfolios. Writing published in Attorney at Work and other trade publications.

Ready to see what's actually happening underneath the activity?

A 15-minute call. I'll tell you whether the Diagnostic fits your situation or whether you need something else first.

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