What is it worth when senior sales reps finally adopt the tool?

The reps who loved it were the new ones. The chief financial officer could describe the problem precisely, which was the frustrating part.

At a national industrial fastener and construction products distributor, the most senior reps would not touch a new AI sales platform. After commissions were restructured around what the platform surfaced, usage doubled inside a month. Over the following year, reps who used it grew their books month over month while reps who never logged in shrank theirs, in the same market.

Industry

Industrial fasteners

Who uses it

Outside sales

What it does

Sales tool adoption

Measured

Launch to July 2026

A field rep at the company can tell you exactly how the job works.

"Ninety-nine percent of the time it's not over email."

Her customers are construction crews, mines, manufacturers and facility teams. Deals happen on the phone, in the truck, at a counter. Any tool that assumes otherwise gets ignored by the people it was bought for.

That was the first thing the company got right. Most distributors starting down this road fix their data first and hope the reps show up later. This one went to the rep first with Lily for Sales and quietly repaired the data layer underneath. The order of operations turned out to matter more than anything technical about it.

It still did not solve adoption. The reps who loved it were the new ones.

This is the objection every buyer privately carries into a software decision and almost never says out loud: my best people will not touch it.

He was blunt that the problem was not the product. "There is zero concerns about the value of the tool. Everyone that looks at it, sees it, touches it, uses it, goes 'wow.'" He was not celebrating. He was defining the gap. "The question is, how do you get everyone to have the same experience with it?"

He had asked one of the holdouts directly. The answer was that he felt he should be using it, but he was already busy, and had come to see it as one more thing to make time for rather than a faster way to do what he was doing anyway.

Meanwhile a rep on the other side of the curve was logging in daily. She checked her month-to-date totals first thing, then asked colleagues theirs, half-competitive. The habit she valued most was small: entering her notes in the parking lot before she drove off, while the visit was still fresh.

Buried in the CFO's own diagnosis was the lever that eventually moved it.

"Outside salespeople are primarily driven by their commissions," he said. "If it looks like whatever they're being given has an immediate and direct effect on their commissions, that's what they're concerned about."

Three things followed. The company restructured commissions to reward exactly what the platform surfaced, new customers and gaps in existing ones. A newly hired vice president of sales made the tool a standing subject in one-on-ones, weekly wrap-ups and regional manager meetings. "We're talking about it a lot more, and we're challenging them on calls," he said. And in the middle of June, usage doubled.

"So what did you do on June 12th?" someone asked him on a later call.

"I can't give away my secret sauce."

Then the analytics separated the two populations, and the adoption gap turned out to be a revenue gap. Reps using the platform grew their books month over month. Reps who never logged in shrank theirs, month over month, over the same stretch of the same market. The gap widened every month it was measured. One active rep grew his daily revenue by about two-thirds year over year. Rep coverage across the active group was up by mid-teens percent, which is the tell: they were not selling more into the same accounts, they were carrying more accounts and doing a better job across them. Across the first two quarters after launch, daily revenue ran roughly five percent ahead of prior baseline, and company-wide growth for the year landed near twelve percent.

That finding changed what leadership does on Monday mornings. Adoption stopped being an IT metric and became a sales metric.

It also changed the product. A regional vice president running an incentive for reps who reopened customers who had not bought in a year asked for a way to surface those accounts. It shipped. The field rep's line about email became call and text scripts. The people using it every day set the roadmap.

Which pointed at the last move, an idea from the company president: put every rep's commission calculation directly in the platform, on its own page.

"That would almost guarantee every single salesman clicking on this every single day," the CFO said. "If they did nothing else but go to that page, at least it increases that incremental behavioral change. And we know that success is just an aggregation of those incrementals."