By: Gunnar Hood, WSI-Summit
If you’ve read the headlines lately, you probably saw this one: “MIT Finds 95% of AI Projects Fail.”
That’s a jaw-dropper. Makes it sound like AI is all smoke and mirrors, right? But if you dig into the report, the story is more useful than scary—especially for small and mid-sized businesses here in Edmond.
What’s Behind the 95% Headline
MIT looked at over 300 company AI projects and found that most pilots never made it past the “demo stage.” Lots of experiments, not much follow-through.
The problem wasn’t the tech. It was how companies approached it.
- Big firms get stuck. They launch flashy pilots, but bureaucracy slows everything down.
- Tools don’t fit the workflow. Many systems fail because they don’t “learn” or adapt to how people really work.
- People aren’t trained. Employees get told, “Here’s ChatGPT, go use it,” but no one explains how to tie it back to their actual job goals.
That’s why 95% fall flat.
Where Smaller Businesses Have the Advantage
Here’s the part that should encourage Edmond business owners: MIT also found that mid-sized companies were far more likely to succeed. They could move from pilot to real results in about 90 days. Larger firms often took nine months or more.
Why? Less red tape. Leaders can make decisions quickly, test an idea, and see results faster. That agility is a big plus for smaller companies like ours.
What the 5% Do Differently
The businesses that are seeing real returns do a few things well:
- Pick one problem that matters. Instead of “let’s try AI,” they say, “let’s cut invoice processing from 4 hours to 1.”
- Measure it. They log time saved, errors reduced, or sales gained.
- Train people, not just tools. Staff are encouraged to redesign parts of their jobs with AI and share what works.
- Focus on learning. The best systems adapt and improve over time, rather than needing to be “re-prompted” from scratch every day.
How This Applies to Edmond Businesses
If you run a business here—whether it’s in manufacturing, healthcare, retail, or services—you don’t need to launch a giant AI program. Start small.
Ask yourself:
- Where are my team members spending too much time on repetitive tasks?
- If AI could shave a few hours a week off that work, what would it free us up to do?
- How would we measure the difference?
Examples we’re already seeing locally include:
- Automating customer intake forms.
- Summarizing meeting notes for busy teams.
- Drafting routine proposals or reports.
- Handling scheduling requests or follow-up emails.
These aren’t flashy, but they make a difference you can feel in your day-to-day operations.
Don’t Be Fooled by the Hype
The truth is, AI isn’t failing—companies are still learning how to use it well. That “95% failure” number is a wake-up call, not a death sentence.
For Edmond business leaders, the opportunity is this: while the big corporations are still stuck in pilot mode, smaller and mid-sized businesses can leap ahead by being practical, focused, and people-centered.
So next time you see another AI headline, don’t roll your eyes. Ask instead: What small, measurable step could I take to put AI to work in my business this quarter?
That’s how you move from the 95% who stall out to the 5% who succeed.
About Gunnar Hood
Gunnar Hood is CEO of WSI-Summit, a B2B digital marketing and AI consulting agency based in Edmond. He helps business owners and leadership teams cut through the AI hype and put practical tools to work—improving productivity, strengthening client relationships, and driving measurable results. Gunnar regularly advises manufacturers, professional services firms, and healthcare practices on how to move from “AI demo mode” to real-world impact.