Why AI Pilots Fail: 5 Lessons from 120 Retail Projects – homie AI at the Startup-Insider Webinar

Our co-founder Hendrik gave a webinar at Startup-Insider – in front of an audience of founders and startup teams looking to place their software in large companies. His topic: how AI pilots at corporations turn into long-term customers. Because that's exactly where many fail.

With homie AI, we have been building AI-powered advice for retail for 2.5 years, are live at over 120 retailers and run 60,000 consultations per day – online in the shop and in store, including at hagebau, Hornbach and Bauhaus. These are the five lessons from that time.

Five sceptics sit at the table – and they all want an answer

Anyone placing an AI pilot in a corporation isn't selling to one company, but to five parties:

• Procurement – wants to understand your pricing and push it down.

• IT & Security – likes to send 200 security questions right at the start.

• Business unit – knows its business better than you do, subjective opinion included.

• Data protection – GDPR is mandatory, and now there's the EU AI Act on top.

• Management – looks exclusively at the numbers.

Lesson 1: A clear use case beats the grand vision

Talking about things that might come instead of the ones that are already here sounds inflated and unattainable. In the DIY store, we therefore addressed exactly one problem – the one everyone knows: you're standing in a huge space and don't know where to go. Your customer needs a pitch they can pass on themselves. “This is where you find products in the store” is something everyone understands – regardless of how much more the AI behind it could do.

Lesson 2: Time to value determines trust

A 15-minute stand-up with IT and data protection achieves more than ten emails. They see for once that there are people with a clear plan behind the product. And once the contract is signed: deliver quickly, and ideally over-deliver.

Lesson 3: Honesty beats gloss

Say specifically what you can't do yet, what goes onto the roadmap and how you solve problems. It was precisely this honesty that our customers valued most in the collaboration. That includes a direct line via Slack, Teams or WhatsApp – not “we'll get back to you in two days by email”.

Lesson 4: You're also a change manager

At many customers, we bring the first real AI application into the company – not ChatGPT, but AI in customer contact, with their own product, price and inventory data. Take seriously that the person across from you isn't at your level of knowledge, and answer the same question respectfully even for the fifth time.

Lesson 5: Sceptics are the best signal

The calls where everyone says “great, let's do it” feel the best – but happen in about one in ten cases. In 90%, a backpedal or radio silence follows. Critical questions, on the other hand, show that someone is really engaging with your application. Our sceptics from day one end up writing the best reviews.

Conclusion: Show the product, not the slides

At Bauhaus, we showed a finished chat that looked like WhatsApp. The reaction: “That's basically already here, so let's give it a try.”

In the webinar, Hendrik also explains why you should never sell pilots for €0, why a missing go-live criterion turns a test into a nine-month affair, and how we still get to the right contacts at the big DIY chains today.

You can watch the full webinar at Startup-Insider here: Watch now

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