Traditional Enablement Died so Just-In-Time Could Thrive.
Just-in-time access to the right document, the perfect prompt, and the most relevant feedback is here. It's about time.
For twenty years, sales enablement has run on the same basic model: build a curriculum, run a training, hope it sticks. Reps sit through a session in March and are expected to recall the right competitive positioning in a live call in November. It never really worked. It just wasn't obvious how much better the alternative could be, until now.
The Shift: Becoming a Bubble in the Sales Workflow
Traditional, structured training is narrowing, and rightly so. In the near future, training will focus almost exclusively on what truly requires human facilitation: the skills that only develop through practice, feedback, and repetition in a room with another person. Everything else is moving into the workflow, where documents, facts, and prompts are bubbled up to the rep at the right time.
That shift already has a shape:
AI-assisted call prep, surfaced directly in the CRM before a rep even opens their notes
Competitive positioning, triggered automatically by conversation signals inside Gong the moment a competitor's name comes up
Deal-specific follow-up drafts, generated from the actual history of a prior interaction, not a generic template
AI-assisted certification coaching, where an avatar of the VP Sales delivers coaching directly to the rep until they meet the standards for elevator pitches, whiteboards, etc
Guru surfacing the exact resource a rep needs, at the moment they need it, not the moment someone remembered to bookmark it
None of this is hypothetical. The tools already exist, and the reps already want it. What's been missing is an enablement function willing to rebuild itself around a different question: what does a rep need to know in the next ninety seconds, and how do we get it to them without making them go looking for it, rather than what should we teach this quarter.
Reps Have Been Begging for This
Ask any rep what they actually want from enablement, and it was never a better slide deck. It was the answer, right when they needed it, without leaving the conversation to find it. That's been the dream for as long as sales enablement has existed as a discipline. It just wasn't technically possible until recently.
It's possible now. And in an industry moving as fast as tech sales, workflow-embedded enablement isn't just the better option. It's the only model that can realistically keep pace. A curriculum built in Q1 is already stale by Q3. A system that pulls the right context at the moment of need doesn't have that problem, because it isn't trying to predict the future. It's responding to the present.
What AI Still Can't Do
Automating the information layer doesn't automate the judgment layer. Enablement shifts from teaching facts and processes to teaching methodology. It’s a shift from the science of sales towards the art of sales.
McKinsey Global Institute's research on AI and the future of work makes a version of this same point at the leadership level: as routine work gets automated, managers are being asked to shift from supervising tasks to coaching people, a shift that requires more judgment, not less.
The same is true one level down, for the reps themselves. AI can hand a rep the right competitive battlecard in real time. It can't teach them how to sit with a prospect's hesitation and ask the question that gets past a polished answer to what's actually true. It can't build the trust that makes a rep comfortable telling their manager a deal is softer than the CRM says it is. That's still, and will remain, a human skill.
This is exactly where the two halves of enablement need to split cleanly. The information half gets automated, fast, and it should. The judgment half, the actual skill of a hard conversation, curiosity applied under pressure, accountability that doesn't feel like a punishment, gets more valuable precisely because everything around it got faster.
Where I Come In
I've been building toward this architecture in my own consulting and coaching work: helping sales organizations figure out where to automate, where structured training still earns its place, and where human judgment remains genuinely irreplaceable. It's the strategic question the shift towards AI-driven enablement makes urgent for the first time.
The enablement teams that get this right in the next few years won't be the ones with the best AI tools. They'll be the ones who know exactly which parts of the job were never meant to be automated in the first place.