The problem
AEs worked whatever landed in their queue. Territory planning happened in a spreadsheet once a year, and win rates were flat.
What I built
A TAM map of 48,000 accounts in Snowflake, scored on firmographic fit and live intent from web visits, hiring and product signals. Clay handles enrichment, Claude writes a short why-now note per account, and the Tier 1 list refreshes weekly into Salesforce.
The result
AEs now work 400 Tier 1 accounts with context attached. Win rate on those accounts is up 18%, and forecast calls finally argue about deals instead of lists.