Enterprise AI projects face significant implementation challenges, with research indicating that 80% of AI initiatives fail to deliver their expected business value¹. Poor project scoping and scope creep cost companies billions annually in technical debt and failed implementations. Many organizations struggle to bridge the gap between AI potential and practical

90% of startups fail¹, and a significant portion make the same costly mistake in project scoping during the early stages. They think they’re building an app. They’re actually building a company. And they have no idea what that actually costs. The $2M Reality Check Picture this: You have

by Adam Elkassas, Founder pre.dev Why your credits keep disappearing and you still don’t have a working app. Vibe coding didn’t get you to the finish line, and you’re pissed. Now what? The 2025 Vibe Coding Bubble Why your credits keep disappearing and you still don’