The Knowledge Your Company Runs On Was Never Written Down

Our CPO Yega Kumarappan was on Napier's Marketing B2B Technology podcast recently, talking about sales enablement, AI, and what it actually takes to build a revenue team that keeps getting smarter. Good conversations have a way of turning into blog posts. This is one of those.

The AI conversation in B2B has a lot of momentum right now, and most of it is pointed in the same direction: move fast, adopt early, automate what you can. Solid advice, as far as it goes. What it tends to skip is the question sitting right underneath it. What exactly are you feeding into these tools? And what makes your company valuable when everyone has access to the same technology?

Those are the questions worth sitting with. Yega gets into both.

AI is a generalist. Your company is not.

This is the thread Yega pulls on throughout the episode. AI is genuinely extraordinary at compressing what is already known: research that has been published, content that has been written, patterns that have been documented at scale. It is fast, it is broad, and it does not take days off.

But every company also runs on knowledge that was never written down anywhere. The way your best rep reads a room fifteen minutes into a discovery call. The instinct your CSM has about when a customer is drifting before any dashboard flags it. The specific framing that lands with your buyers because someone tried it in a real conversation and watched it work. That knowledge is real, it drives outcomes, and it is entirely invisible to any tool you point at your content library.

Yega calls this tacit knowledge, and his argument is that protecting it is as strategic a decision as any AI investment you are about to make. Possibly more so.

The Learning Overhang Nobody Talks About

Here is the part that will probably make you look up from your screen. Yega calls it learning overhang, and once you hear it named, you start seeing it everywhere.

It describes the gap between what your team knows at its collective best and what it actually operates with on any given day. Onboarding covers the basics. Your sharpest people develop real instincts over time. But that intelligence does not automatically transfer when someone new joins, when a team doubles, or when the market shifts. It just quietly thins out, and nobody notices until something goes wrong.

Sales coaching is where Yega gets most specific about this on the podcast, and that section is worth your time in full. The short version: most coaching happens at the wrong moment. Too early, too generic, too disconnected from the actual situation a rep is navigating. What moves the needle is the right knowledge reaching the right person at the moment they need it, not six weeks before in a session they will only half remember.

Distribution is where knowledge dies (or survives)

If there is one line from the episode that will probably end up in a slide somewhere, it is this one: “Creation has become easy. Whoever masters distribution wins.”

It is one of those statements that sounds obvious until you look at where most teams are actually spending their time and budget. The investment goes into producing more: more content, more collateral, more training material. The harder question of how any of it reaches the right person at the right moment tends to get less engineering.

Yega's point is not that creation does not matter. It is that a well-distributed piece of knowledge will consistently outperform a well-produced one that lives in a folder nobody opens. Building intelligence into how content moves is not a distribution problem. It is a revenue problem.

On making your customers the celebrity

This is the part of the conversation that resonates most with how we think about marketing at Paperflite, because it is something we have always believed: your customers are more interesting than you are.

Yega talks about the idea of making customers the celebrity in your content rather than a supporting character in your own story. Not as a tactic but as a genuine operating principle. At Paperflite, that has meant building the Runway series, a dedicated customer content series where the story belongs entirely to the customer. Their voice, their journey, their wins. We show up to give them the stage, not to borrow their credibility for ours.

What happens when you commit to that is interesting. Your customers start carrying your story into conversations you are not part of, with a kind of authenticity that no brand copy can replicate. That is the distribution effect Yega is talking about. It is also, not coincidentally, why Paperflite runs almost entirely on inbound.

Yega gets into the thinking behind this more on the podcast and it connects back to everything else he talks about: knowledge, distribution, and what it means to build something people actually want to talk about.

So what is the AI question worth asking?

The question Yega keeps returning to throughout the episode is not which tools to pick. It is what you are bringing to them. AI amplifies what is already there. So the real work is making sure what is already there is worth amplifying: capturing the knowledge your best people carry, building systems that move it to the right places, and taking distribution as seriously as you take creation.

The full episode goes well beyond what we have pulled out here. If this post made you think, the conversation it came from will do more of that. It is on Spotify and Youtube.