AI Isn't Closing the Sales Skill Gap — It's Widening It

Ross Rich, co-founder and CEO of Accord and a former Stripe go-to-market leader, has a blunt read on where AI actually lands in sales performance: it doesn’t lift the middle of the roster, it stretches the gap between the top and everyone else. “I don’t think organically it’s moving that middle,” he said on the GTM 202 podcast — his argument is that AI tools amplify whatever skill a rep already has rather than substituting for skill that isn’t there yet.

Rich’s framework for closing that gap runs people, then process, then technology — in that order — and he says most organizations invert it, buying tools before they’ve fixed the underlying sales motion. The sellers who pull ahead, in his description, combine genuine curiosity about the buyer’s problem with sales frameworks they’ve fully internalized, not memorized. He’s specific about tactics too: reaching a CRO late in an enterprise cycle works better when a rep has already built relationships with RevOps and enablement using low-pressure “no-ask notes,” and since only 5-10% of mature software gets formally evaluated before purchase, the sales interaction itself often functions as the buyer’s real proof point.

That “own the system, not the tool” framing shows up elsewhere in the data. Artisan AI’s own sales-org research cites Gartner findings that sellers partnering with AI are 3.7x more likely to hit quota — but ties that lift explicitly to someone owning system accountability, not merely deploying the tool, and notes reps still spend 70% of their time on non-selling work regardless. ZoomInfo’s tracking of AI-adoption hiring signals tells a similar story at the market level: the share of hiring surges demanding hands-on generative AI skills rose from roughly 1 in 17 companies to 1 in 13 in six months, concentrated in the industries moving fastest to operationalize rather than just pilot AI.

The pattern across all three: AI adoption doesn’t create sales skill, it multiplies whatever skill and process discipline was already there.