Operational & AI Audit

Your business is more profitable than it currently appears.

A 2–3 week audit that shows exactly where performance is lost, and a prioritized roadmap for where AI creates real returns.

Arrange a Conversation Starts with a 30-minute call. No commitment.
  • 2–3 weeks
  • Interviews at every level
  • Roadmap ready for board review
Illustrative example

The problem

Most operational problems are invisible until they become expensive.

You know the business is performing below its potential. You feel it in the P&L, and you see it in the gap between what gets decided in the boardroom and what actually happens on the ground.

But it is hard to act on a feeling. AI vendors offer tools. Consultants offer frameworks. Neither gives you what you actually need: an honest picture of where performance is lost, and a straight answer on where technology helps and where it only adds cost and complexity.

Invisible constraints

Constraints that have become invisible because they have always been there, quietly limiting what the business can achieve.

AI investment without clarity

Pressure to deploy AI before the operational foundation is ready. The result: pilots that don’t scale, and complexity that doesn’t create value.

The perception gap

A growing gap between how leadership sees the business and how it actually runs. It shows up as missed targets, repeated issues and slow execution.

Frank Anisits, founder of NEXT STEP AI

Who does the audit

Someone who has run this kind of business. Not someone who has studied it.

Frank Anisits brings more than 25 years in the automotive industry, including more than a decade as CEO and COO of global suppliers across Europe, the Americas and Asia, with full P&L responsibility for operations of up to $1.5 billion in revenue and 6,000 people.

“I have sat in the seat you are sitting in. I know the difference between a process problem, a people problem and a technology problem, because I have had to fix all three under real commercial pressure. That is what I bring into your business: not a framework from a textbook, but a direct read on what is holding your performance back, and what to do about it.”

Frank Anisits, Founder

How it works

Two to three weeks. A complete picture. A roadmap you can act on.

  1. 01 · Map

    Map the operation.

    We go through your core processes end to end. Not from a slide deck, but by seeing how the business actually works: every core function, every hand-off, every place where complexity has piled up.

    A complete map of your core operations

  2. 02 · Interview

    Talk to the people who know.

    Leadership sees the strategy. Employees see the reality. The most valuable findings live in the gap between the two. Structured interviews at every key level show what works, what doesn’t, and what has been tolerated for too long.

    Leadership perception vs. operational reality

  3. 03 · Roadmap

    Deliver the roadmap.

    A prioritized, executive-ready report: where performance is lost, what to fix first, and where AI creates real returns versus where it would only add complexity. Specific to your business, your processes and your team.

    An executive roadmap, ready for board review

It starts with a 30-minute conversation.Arrange a conversation

Deliverables

What you receive.

Everything is specific to your business, your processes and your team.

  • Complete process map of your core operations
  • Findings from interviews across all levels
  • Gap analysis: leadership perception vs. operational reality
  • Maturity assessment across 6 operating dimensions
  • Prioritized improvement roadmap
  • AI opportunity assessment: where to deploy, where to wait
  • Executive presentation for board or shareholder review

Where leadership and the team see things differently

Average score per operating dimension, from 1 (weak) to 5 (strong)

Illustrative example: average score per operating dimension, leadership vs. team, from 1 to 5
DimensionLeadershipTeamGap
Strategy & Direction4.33.11.2
Execution & Operations4.02.41.6
Alignment & Organization4.12.21.9
Capability & Talent3.63.00.6
Data & Technology3.22.50.7
AI Enablement2.61.90.7
Illustrative example. In the audit, leadership and team answer the same survey, and the interviews explain the gaps.

Why now

Problems compound. So does clarity.

If nothing changes

Operational constraints don’t resolve themselves. They compound: complexity grows, workarounds multiply, and teams adapt around the problem instead of solving it.

AI investment without operational clarity is expensive: pilots that don’t scale, automation layered onto broken processes, and new dependencies that solve none of the old problems.

The businesses that perform over the next five years will be the ones that get clear on their operational foundation now, before the pressure to deploy AI becomes a mandate rather than a choice.

After the audit

You have something most leadership teams don’t: a precise, honest answer to the question under every strategic conversation.

You know where the margin is going and what to fix first. You know where AI creates real returns for your business, and where it doesn’t.

Your leadership team is aligned, your roadmap is specific, and your next investment goes where it actually moves the needle.

The engagement

2–3 weeks, depending on business size and complexity.

Process mapping, interviews at every level, gap analysis and a full executive roadmap. It starts with a 30-minute conversation, with no commitment.

From $10,000 depending on scope and business size Arrange a Conversation

What comes after

You decide. Implement the roadmap with your own team, or with us. Once the core processes are sound, the roadmap becomes the blueprint for your AI Operating System.

What an AI OS does

Not ready for the audit yet?

Read the whitepaper: what an AI OS is, what it does for your team every day, and what it takes to build one. Free, no sign-up.

Read the whitepaper

Let’s find out what’s quietly holding your business back.

It starts with a 30-minute confidential conversation. No commitment, just an honest discussion about whether your business is a good fit for this kind of engagement.

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