95% zero-ROI AI projects come from anxiety, not bad models
Most enterprise AI initiatives fail not because the technology underperforms but because companies have AI anxiety instead of an AI strategy — pilots with no success criteria, no owner, no kill switch.
Where this came from · 3 posts
95% of enterprise AI projects deliver ZERO measurable ROI. Not low ROI. Zero. MIT looked at 300 deployments, interviewed 150 leaders, surveyed 350 employees. The needle didn’t move. Meanwhile companies dumped $30-40B into “AI” last year and mostly lit it on fire. And everyone’s still hiring “Head of AI”. Why? Most companies don’t have an AI strategy. They have AI anxiety. They see a competitor’s press release, panic, and spin up 10-15 pilots with: • no success criteria • no owner • no kill switch That’s not innovation. That’s expensive theater. Comment “Get Shit Done” and I’ll DM you a free assessment of where AI can actually drive ROI in your business.
Yesterday, @thenewvolktimes and I launched https://t.co/AKF3HR4fMQ, and we want to say a huge thank you for the support and responses we’ve received 🫶 After watching how most enterprises approach AI, one thing became painfully clear: The problem isn’t access to AI. The problem is turning operational knowledge into systems that actually ship. Right now, most companies are still doing this: • endless AI strategy decks • pilots that never leave the sandbox • tools bought before the workflow is even defined • operators doing critical work manually while the knowledge stays trapped in their heads, docs, inboxes, and SOPs That’s the gap we built Doczen for. Most companies are treating AI like a transformation initiative. We think that’s backwards. You don’t become AI-native by starting with a giant roadmap. You do it by understanding where the real operational knowledge lives, structuring it properly, and turning it into something useful fast. One workflow at a time. One operational win at a time. One system at a time. That’s what Doczen helps enterprises do. We help teams move from AI theatre to execution by: • uncovering where operational value is stuck • capturing knowledge buried across people, documents, and processes • mapping the right tools, agents, and workflows • implementing step by step • getting live use cases into production in as little as 14 days We’re building Doczen for enterprises that know they need to move — but don’t want another AI presentation. They want traction. They want working systems. They want ROI. We’re still catching up with everyone who reached out yesterday, and we really appreciate the interest.
🚨 We're launching Doczen. Most companies don’t have an AI problem. They have a knowledge problem. Critical operational knowledge is still trapped in people’s heads, docs, inboxes, and SOPs — which is why so many AI initiatives stall before they ship. That’s what Doczen is https://x.com/verbove/status/2059576359752458612/video/1
