The Technology Was Never the Problem
After years of implementing AI and automation inside a legacy distributor, I can tell you that when these projects fail, it's almost never because the technology didn't work.
It's because the implementation ignored the humans.
The Four Reasons AI Projects Stall
1. No clear owner. The project gets handed to "IT" or a vendor, nobody on the operations side owns the outcome, and it quietly dies. AI in a distribution business has to be owned by someone who understands both the operation and the technology.
2. The team wasn't brought along. If your experienced staff thinks the AI is there to replace them, they will — consciously or not — make sure it fails. Adoption is a trust problem before it's a technical one.
3. It tried to boil the ocean. A two-year, everything-at-once transformation is a recipe for budget overruns and lost confidence. Start with one process. Win. Then expand.
4. No one measured the ROI. If you can't point to the hours saved or the revenue added in the first 60 days, you can't build the internal momentum to keep going.
How to Make It Stick
The approach that works is the opposite of how most vendors operate. Instead of handing you software and wishing you luck:
- Embed with the team. Understand the real workflow before changing it.
- Start narrow and prove ROI fast. One high-volume, high-pain process.
- Make your veterans the supervisors, not the casualties. They direct the AI; the AI handles the volume.
- Train for adoption from day one. Confidence comes from using the tool, not reading about it.
- Measure everything. Real numbers build real buy-in.
You Own What Gets Built
One more thing that matters in a family business: you should own everything that gets built. No black boxes, no permanent dependency on an outside vendor. The goal is to leave your team capable of running the systems long after the implementation is done.
That's the standard I hold myself to as a fractional Chief Automation Officer — and it's why the work actually sticks.
Want an honest assessment of where automation can drive ROI in your business? Let's talk.