Stop guessing which process to automate first
A 5-prompt chain that picks your highest-ROI process and builds the plan
Hey Adopter,
Most AI projects inside small and mid-size companies start the same way. Someone on the team says “we should use AI for something.” The room nods. Then everybody picks a different process based on vibes, not data.
Customer support gets automated because it’s visible. Reporting gets a chatbot because the CEO saw a demo. Onboarding stays untouched because nobody wants to fight the compliance team.
Six weeks later, the AI project stalls. Not because the technology failed, but because the process it was bolted onto was the wrong one to begin with.
This is the single most expensive mistake in small-company AI adoption. And it happens because no one sits down and scores their processes against actual criteria before they start building.
The real cost of picking wrong
A McKinsey survey from 2024 found that 74% of companies struggle to move past AI pilots into production. The report points to unclear business cases and misaligned priorities as the top blockers, not technical complexity.
Read that again. The failure mode is selection, not execution.
When you automate a process with medium pain and low data availability, you burn budget, exhaust goodwill, and give leadership an excuse to kill the next AI initiative. When you pick the process with the highest pain, the cleanest data, and the strongest alignment to your actual goals, the ROI compounds from week one.
The difference between these two outcomes is a scoring system. One that forces you to evaluate every candidate process on the same criteria before you commit a single hour.
What this prompt chain actually produces
I built a 5-prompt sequence you run in one sitting, in any major AI tool, ChatGPT, Claude, Grok, that takes you from “I think we should use AI somewhere” to a finished, company-specific transformation plan.
Not a vague strategy. Not a list of ideas. A plan with named owners, KPI tables, phased timelines, tool recommendations matched to your budget, and a built-in review step that catches gaps before you act.
The chain works like this. Prompt 1 collects your full business profile through a 12-question diagnostic. Prompt 2 scores every process you mention across four criteria: AI readiness, pain level, strategic impact, and ease of implementation, then ranks your top 5 in a transparent table. Prompt 3 lets you pick one and deepens the detail. Prompt 4 generates the full 7-step transformation guide. Prompt 5 stress-tests the guide for weak spots and hands you a same-week quick win.
One session. Five prompts. You walk out with a document you can hand to your team on Monday morning.
The rest of this newsletter gives you every prompt, word for word, with instructions on how to run them. I also built a version for consultants, because this same chain becomes a paid client deliverable if you package it right.
