How to find the best AI use case your business

Описание: Are you struggling to find real AI use cases? In this video, I walk through a practical, repeatable process to turn high-level business goals into specific product ideas, then narrow them down to the right AI features to build. We use a live case (an art logistics firm) to map pain points → workflows → ideas, score them with a Green / Yellow / Red risk lens, pick one promising use case, and design a fast proof-of-concept so you can measure impact before you invest.

Who this is for:
Founders, PMs, and operators who need a structured way to discover, evaluate, and pilot AI use cases inside real businesses.

What you’ll learn:

How to translate business goals into specific AI product ideas
How to map a key workflow and surface manual tasks & pain points
The Green / Yellow / Red framework for AI risk and suitability
A simple impact × ROI × feasibility scoring method
How to design a quick POC/MVP (even with scrappy tools) and measure success
How to drive adoption with ownership, training, and alignment

Timestamps
0:00 - Why finding AI use cases is hard
1:22 - Step 1 — Define high-level goals & pain points
2:18 - Step 2 — Map the key client workflow
4:28 - Step 3 — Turn pains into product ideas (ideation board)
6:18 - Step 4 — Classify ideas: Green / Yellow / Red
7:34 - Step 5 — Prioritise by Impact × ROI × Feasibility; pick a candidate
8:41 - Step 6 — Pilot a small POC/MVP & define success
11:14 - Step 7 — Drive adoption: ownership, training, alignment
12:18 - Recap: the 7-step framework for discovering AI use cases

About me
I’m Vlad, founder of Green Republic, a London-based AI product studio. We’ve built 80+ AI products in 23 countries, and on this channel I break down practical frameworks, tools, and case studies to help founders turn AI into real business results.

Let’s connect
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➢ Business inquiries: [email protected]