The notification pinged at exactly 4:49 PM, a sharp, metallic sound that cut through the low-level hum of the air conditioning. It was a support ticket. Usually, I don’t handle these-I’m a curator, a guy who spends his life cleaning up datasets for AI models-but this one caught my eye because I recognized the name. It was a client I’d spent 29 days tracking through the sales funnel, or rather, I’d watched their data move through the pipes. I’d just googled the guy who sent it, too. Don’t ask me why; it’s a nervous habit I picked up recently. You meet someone on a Zoom call, and ten minutes later, you’re looking at their middle school track and field results or their weirdly specific obsession with vintage typewriters. It’s an attempt to find a soul in the digital noise, I guess. I saw his face on LinkedIn, smiling in front of a white board, and now, here he was in my inbox, sounding like a man whose house was on fire and everyone he called was asking him to describe the concept of a flame.

It’s the sensation of watching a relay race where the first runner sprints like a god, only to throw the baton into a dark forest instead of handing it to the next person.

The Liability of the ‘Win’

We pretend that the sale is the finish line. We ring bells, we post ‘Won’ emojis in Slack, and we calculate commissions on a $9999 contract as if the money is already in the bank. But the money isn’t the win. The win is the delivery. The misconception that a deal is secured at the point of payment is the single biggest lie we tell ourselves in modern business. In reality, that’s just when the liability begins. If the customer has to repeat their life story the moment the salesperson stops answering their texts, you haven’t sold a solution; you’ve sold a chore.

I spend my days as Owen N.S., curating training data, and I’ve seen what happens when you feed a model fragmented information. It hallucinates. It makes things up. It fails to see the patterns. Your organization does the same thing. When the sales team keeps their notes in a private ‘Notes’ field that doesn’t sync, or when they rely on verbal promises that never make it into the CRM, the support team is forced to hallucinate a version of the customer that doesn’t exist. They see a generic user, not the specific human being who needs this software to save 19 hours of manual labor a week. We treat our internal departments like independent nation-states with closed borders, and the customer is the poor traveler trying to navigate the customs office without a passport.

The Hypocrisy of Handoffs

I’m a hypocrite, of course. I’ll criticize this all day, and yet, yesterday I realized I’d forgotten to document a major change in a training set for my own team. I just assumed they’d ‘get it.’ We always assume people will just get it. But they don’t. Data is the only thing that survives the handoff. If it isn’t written down, if it isn’t centralized, it never happened.

There’s this weird psychological shift that happens the moment a contract is signed. The salesperson, driven by the hunt, immediately looks toward the next 49 prospects in the pipeline. Their dopamine is tied to the ‘New.’ The support or implementation person, however, is living in the ‘Now.’ They are the ones who have to deal with the reality of what was promised. If there is a gap between the sales pitch and the product capability, that gap is where trust goes to die. I’ve seen customers who were ecstatic during the demo turn into bitter detractors within 9 days of onboarding, simply because they felt ignored. The ghosting doesn’t happen because we don’t care; it happens because we haven’t built the bridge.

The Organization as a Hallucinating Model

This internal gap is experienced by the customer as pure, unadulterated incompetence. They don’t see ‘Sales’ and ‘Support’ as two different entities. They see your company name. When the support agent asks a question that was answered in the discovery call, the customer thinks, ‘They weren’t listening.’ Or worse, ‘They just wanted my money.’ It reveals an organization that is structured around its own departmental silos rather than the customer’s actual journey. We build our tech stacks to make our jobs easier, not to make the customer’s life better. We use 19 different tools that don’t talk to each other and then wonder why the conversation feels so disjointed.

I remember this one time, I was googling a guy I just met at a conference-another curator-and I found out he’d worked at a firm that collapsed specifically because of this handover issue. They had a $599/month churn rate that was eating them alive. They kept pouring water in, but it didn’t matter how much they poured because the structure was fundamentally broken. The engineers were frustrated, the customers were angry, and the sales team was already on their second margaritas at the club celebrating their ‘record quarter.’

Incentivizing Continuity, Not Just the Close

Organizations are the same [as fragile AI models]. We celebrate the ‘Win’ but we don’t audit the ‘Transition.’ We need to start incentivizing the handoff. Imagine if a salesperson’s commission was tied to the customer’s health score at day 99. Suddenly, those notes in the CRM would become very detailed. Suddenly, the salesperson would be hovering over the support agent’s shoulder, making sure the transition was perfect. We behave according to how we are measured. If we are measured on the close, we will abandon the customer the moment the ink is dry.

The Hero’s Journey: Customer as Protagonist

We need to stop treating the handoff like a discrete event and start treating it like a shared responsibility. It requires a level of vulnerability that most corporate cultures aren’t ready for. It requires the sales team to admit they might have over-promised, and the support team to admit they need more help understanding the commercial context. It requires a tech stack that favors transparency over secrecy. Most of all, it requires us to stop looking at our departments as the main characters and start looking at the customer as the hero of the story. We are just the supporting cast, and right now, we’re missing our cues.

Is your organization designed to serve the customer, or is it designed to protect the departments?

It’s a hard question to answer honestly, because the answer usually involves admitting that we’ve built a mess. But the mess is where the opportunity is. If you can be the company that actually remembers what the customer said during the demo, you’re already ahead of 79% of the market. You don’t need a revolutionary product; you just need a functional memory. You need to be the one who actually talks to the customer, not just the one who sells the deal.