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Engagement

Engagement Steps (12-Step Retainer)

Also known as: 12 Steps, 12-Step Program, Retainer Steps

Engagement Steps Retainer Enablement AI Operations

The Engagement Steps are the 12-step program every AI Operations partnership follows within the retainer — from kickoff to continuous expansion. Every step has a defined outcome and builds on the previous one. This entry covers all twelve steps, the core in step 05, and the reason it is twelve steps and not a project.

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Contents

Overview: the 12 steps

The Engagement Steps start with step 5 of the Customer Journey — meaning retainer and platform. From that point on, the collaboration follows a fixed sequence. Twelve steps, four phases, one goal: AI in productive operations.

The numbering creates accountability. Every team knows at any moment which step the collaboration is in. That makes progress visible and standstill immediately apparent.

Steps 01 to 04: laying the foundation

The first four steps build the foundation. No day-to-day output is produced here yet — what is produced is the base everything else rests on.

  • 01 — Kickoff: goals, roles, and ways of working are defined. Everyone involved knows the plan before the work begins.
  • 02 — Audits & Analyses: processes, data, and tools go under review. The result shows where the biggest leverage lies.
  • 03 — Blueprint: the construction plan takes shape. It describes which systems get built, in which order, and to what end.
  • 04 — System Setup: the technical foundation is set up — on the company’s own accounts, not on someone else’s.

This sequence prevents the most common mistake: technology before understanding. Building only starts once audits and blueprint are in place. That saves expensive corrections later.

Step 05: Training and Enablement

Step 05 is the most important step of the entire program: Training & Enablement. The core message behind it: the systems are built with the team, not for the team. Nobody hands over a black box at the end.

The difference is fundamental. A team that merely receives a finished system does not use it — or uses it wrong. A team that helped build it understands it, trusts it, and develops it further.

The numbers back this up. 88% of companies already use AI (Source: McKinsey Global AI Survey, 2025), yet around 60% generate no material value (Source: BCG: The Widening AI Value Gap, 2025). The gap rarely sits in the technology — it sits between people and processes. Step 05 closes exactly that gap.

Built with the team, not for the team — systems a team helped build get used. Handed-over black boxes get forgotten.

Steps 06 to 08: securing and going live

Steps 06 to 08 move the systems into operations in a controlled way. No big bang, but a secured transition into daily work.

  • 06 — Test & QA: the systems run against real cases. Errors are found before they surface in day-to-day business.
  • 07 — Documentation: every workflow gets documented. The knowledge lives inside the company, not in the heads of external consultants.
  • 08 — Go Live: the systems enter productive use. From here on, measurable output is created every day.

This phase separates the Engagement Steps from the typical pilot project. At least 30% of GenAI projects end after the proof of concept (Source: Gartner Hype Cycle for AI, 2024). Test, documentation, and go live are fixed steps here — not an optional appendix.

Steps 09 to 12: stabilising and expanding

After go live, the longest phase begins: ongoing operations. Steps 09 to 12 make sure the systems deliver — and grow with the company.

  • 09 — Stabilisation Sprint: the first weeks after go live are closely supported. Teething problems get fixed while they are still small.
  • 10 — Regular Retainer: the Service Retainer takes over permanent support. Monthly, plannable, cancellable.
  • 11 — Quarterly Reviews: every quarter, a review checks the impact. What works, what does not, what comes next?
  • 12 — Continuous Expansion: new use cases are added step by step. The system grows along real demand.

The technical foundation for this comes from the Platform License. It keeps the systems current while the retainer carries further development. Together they turn a launch into an operation.

Why 12 steps and not a project?

A project has an end — AI Operations does not. Models change, processes evolve, new use cases emerge. A format ending with a final presentation does not fit a topic that moves forward every month.

The Engagement Steps solve this structurally. Steps 01 to 08 build, steps 09 to 12 operate and expand. The transition from build to operations is built in, not renegotiated.

Commercially, the same logic applies. Project Fees open the entry, the Service Retainer carries the partnership, the Platform License keeps the system running. The way into this program leads through the Kickstart — step 3 of the Customer Journey, at a modular fixed price and online-bookable.

Frequently Asked Questions about the Engagement Steps

How long do the 12 Engagement Steps take?

Steps 01 to 08 form the build phase with a defined sequence. Steps 09 to 12 are ongoing operations — they deliberately have no end date. The pace of the build phase depends on scope and complexity and is set in the kickoff.

What happens if the team already has AI experience?

The audits in step 02 capture the actual status. Existing systems and experience flow into the blueprint. No step gets skipped, but every step gets adapted to the starting position.

Where do the Engagement Steps start within the Customer Journey?

In step 5 of the Customer Journey — with retainer and platform. Before that come the free zone and the Kickstart with its Quick Win. Anyone reaching the Engagement Steps has already seen the value at a small scale.

Sources

  • [1] McKinsey: “Global AI Survey”, 2025.
  • [2] BCG: “The Widening AI Value Gap”, 2025.
  • [3] Gartner: “Hype Cycle for Artificial Intelligence”, 2024.

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