AI Operations Review

Get a clear operating picture of where AI is actually stuck before you fund more training or tools.

Most teams we work with have already rolled out ChatGPT, Copilot, or Claude. Access is expanding. A council or survey has usually happened. Yet confidence stays low, people use the wrong models for simple tasks, and practical application to day-to-day work remains uneven. Leadership teams in mid-market manufacturing, banking, CPG, and regulated industries use the AI Operations Review to get an accurate read on what is actually in the way before committing more budget to training or tools.

Book the AI Operations Review — $997

Includes intake, working session, and written recommendation memo. Fee credited toward any larger engagement within 30 days.

For leadership teams in manufacturing, multi-brand organizations, CPG, and life sciences.

Why the AI Operations Review Matters

Executives are under pressure to move AI forward, but most initiatives stall after the tools are already in place. Access expands, a council forms, a survey goes out  and progress still feels uneven. The AI Operations Review is a fixed-fee diagnostic that identifies what is actually in the way before you fund more activity.

What we keep hearing from leadership teams

× We’ve rolled out ChatGPT or Copilot, but people still lack confidence using it in their actual work
× Access is expanding, yet people are using the most expensive models for simple tasks and burning credits
× An AI council or readiness survey happened, but prioritization and ownership are still unclear
× Training was delivered (or is being planned), but practical application to day-to-day workflows remains weak
× Previous use cases took longer than expected and didn’t perform the way leadership hoped
× Leadership wants speed, but no one is fully confident about the next move

These situations usually share the same root issue, activity without a clear operating picture. The AI Operations Review is designed to surface that picture so you can decide what is actually worth funding next.

AI Operations Review

This is a diagnostic conversation, not a roadmap engagement.

The deeper roadmap and operating model work happens later, in the 90-Day AI Leadership Cycle, once we understand the real situation. The Review exists to get you an accurate read first.

Step 1

Intake

Share current tools, usage patterns, prior training or governance efforts, and the friction that matters most right now.

Step 2

Working Session — 60 minutes

A focused 60-minute conversation with the right stakeholders. We examine what is actually happening, not what the slide deck says should be happening.

Step 3

Recommendation Memo

You receive a short, decision-ready memo covering current state, likely constraints, and the most sensible next step. No obligation beyond the Review itself.

Within 48 hours of completion, you’ll receive the written recommendation memo and a clear next step.

What You Leave With

A short, honest read on where you actually stand, not a roadmap. You receive three things:

A clear picture of current state

How the tools are actually being used (and underused), where confidence is low, where people are choosing the wrong models, and where previous efforts have stalled or underperformed.

Constraint identification

The real blockers, whether they are ownership gaps, unclear prioritization, weak practical application to day-to-day work, governance friction, or simply the gap between access and effective use.

One recommended next path

A specific recommendation on the most sensible next step. That might be targeted enablement, a focused workflow effort, structured fractional support, or the decision to pause and fix foundations first.

You leave with a written recommendation memo you can take into leadership conversations and a clear point of view on what is actually worth funding next.

What typically happens
after the Review

Most teams leave with one of three clear paths:

01

90-Day AI Leadership Cycle

Most common next step

For mid-tier organizations that need structured ownership, operating rhythm, and measurable progress over 90 days. This is the most common next step when the main gap is consistency and follow-through after tools are already in place.

02

Foundations Training + Advisory

For organizations that have already expanded access but need a shared baseline of knowledge, practical application to day-to-day work, and ongoing support as questions and use cases emerge.

03

Targeted Workflow Support or Pause

Sometimes the clearest recommendation is a focused workflow deep dive for a high-value process — or the decision to pause, fix ownership, and improve how existing tools are being used before spending more.

Best for: CEOs, COOs, CFOs, and senior leaders who have already invested in readiness work and need an accurate external read before committing to the next phase.

A fixed-fee diagnostic. No retainer. No obligation.

One engagement. One deliverable. A clear decision.

AI Operations Review

$997

A single 60-minute diagnostic conversation

For leaders who need an accurate read before committing to the next phase of work

Current-state discussion across tools, usage, ownership, and prior efforts
Constraint identification (what is actually blocking progress)
Recommended next step and the sequencing logic behind it
Written recommendation memo for leadership alignment
Book the AI Operations Review

Fee credited toward Advisory or a larger engagement within 30 days.

Who Should Attend

  • Executive sponsor
    (CEO/COO/CFO/CMO or equivalent)
  • Functional owner
    Owns the highest-friction workflow
  • Day-to-day operator
    Closest to actual AI usage
  • IT / security partner (optional)
    If tooling or risk constraints are already known blockers

What to Bring

To make the conversation useful, come ready to discuss:

Current AI tools in use (official and known shadow tools)
What training or governance has already been tried
Where usage is strong, weak, or avoided
The decision you need to make next

Get a clear operating picture before you fund more training or tools

Most teams have already expanded access. Very few have a clear view of ownership, confidence gaps, and what is actually worth funding next. The AI Operations Review gives you that clarity in one focused engagement.

Book the AI Operations Review — $997
Includes intake, working session, and written recommendation memo.
The full $997 is credited toward any larger engagement if you continue within 30 days.

Common Questions

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