Account handovers are a constant part of customer success. People get promoted. Teammates leave. Territories get reassigned. Every time that happens, someone has to hand off a book of business to a new owner.

The problem is that outgoing CSMs don’t have enough time to hand over every account with all of its nuance. A couple of ride-along meetings, where the incoming CSM shadows, leads, and then takes over, just isn’t enough, especially when accounts are complex or there are a lot of them.

As Timothy puts it, every account has months, if not years, of history buried somewhere. Gong. Salesforce. Other systems. The information is all there, it just lives in stovepipes. Extracting and summarizing that kind of buried context is exactly what AI is good at.

And because Abnormal is customer-obsessed, handovers can’t miss a beat. Customers pay a lot of money, they rely on Abnormal for their security, and a new CSM showing up without the full picture isn’t an option.

Skylar Wickland, a CSM at Abnormal who recently got promoted to manager, had around 80 accounts to hand over. He’d been trying to build a handover tool himself in Nora Task and got it to about 70%.

He didn’t have the time to keep iterating and quality-gating it across a book that size. So Timothy took the idea into Nora Plan, spent about 30 minutes on it, and got it the rest of the way there.

As Timothy noted, it was his quickest idea-to-working-product cycle yet, thanks to the resources in Nora Plan and a partnership with a rep who knew exactly what they wanted.

The tool pulls in all of a CSM's accounts and builds them into a single HTML document. From the top, the new CSM can click into any account. Each account page shows ARR, renewal date, all the products that customer has, and current health, along with any changes in health over time.

There’s a TLDR up top that summarizes the account in a line or two. One example: a high-value finance customer where Abnormal displaced Proofpoint and the customer is rolling out AI Phishing Coach.

The real version links back to Salesforce, Gong, and any other key reference. The demo version was anonymized, so those links were stripped. Each page also walks through the last two QBRs, the main customer touchpoints, summarizing what was discussed and the key action items.

The tool isn’t in production yet, but it’s on the way. Skylar’s case was relatively simple because all of his accounts were going to one person. Most handovers are messier. Accounts get redistributed across 5 or 10 different people, which means the next version needs to automate that split so every incoming CSM gets the right subset. Timothy has that on his backlog as a project for the coming weeks.

Once it’s generalized, the value shows up in two places. Outgoing CSMs save a ton of time on handover prep, and the briefs themselves get standardized, so new CSMs get the same quality of context regardless of who wrote their handover.

Bigger picture, it’s a concrete example of Timothy’s point about AI in GTM. The information already exists across Gong, Salesforce, and other systems. It just needs to be extracted and summarized, paired with a rep who knows exactly what “good” looks like. That’s the shape of the work, and this is one of the clearest wins so far.