Sales organisations have always had a knowledge problem: the best reps know things others don't, and that gap rarely closes fast enough. AI agents built into the sales workflow are changing that.

Every rep, at their best

Every sales org has the same problem hiding in plain sight. The knowledge that closes deals lives in the heads of two or three people. Everyone else is preparing harder, guessing more, and hoping the CRM has what they need before the call starts.

The best rep in your team isn't just more experienced. They're faster, better prepared, and working with context everyone else is still hunting for. The question AI is now answering: what if every rep had that?

The evidence points one way

When OpenAI built an internal GTM assistant for its own sales team, reps saw a 20% lift in productivity — roughly one extra day per week, per rep. More telling than the number is how they got there: top performers shaped what good responses look like, and that expertise scaled across the entire organisation. Every correction made the system better for everyone. Skill transfer stopped being a training problem and became a workflow problem.

Anthropic reached the same conclusion from the platform side. Its enterprise product lead put it plainly: "You want Claude to work the way that your company works — not just Claude for legal, but Cowork for legal at your company." The architecture that followed — department-specific agent templates, private plugin marketplaces, admin-controlled workflows — reflects a core insight: generic AI layers don't close skill gaps. Context-specific ones do.

Two organisations, different vantage points, same finding.

Build the workflow, build the rep

The best sales orgs aren't winning because they hired better people. They're winning because they built systems that make every person better, continuously, inside the work itself. The knowledge that used to live in one or two top performers is becoming infrastructure. And infrastructure scales in ways that talent alone never could.

For sales and marketing leaders, the question is no longer how do we train our reps better. It's how do we build workflows that make every rep perform like our best one. Start by asking what your top performers know that everyone else doesn't. That's the knowledge worth turning into a workflow.

The best rep in your org isn't always the most talented. Sometimes they're just the best supported. AI is making that distinction impossible to ignore.