How do you turn a new signup into an activated customer?
A customer onboarding AI Employee that checks every new account against its activation milestones each day, drafts a nudge email when one stalls, and alerts the owning CSM in Slack with the context to act. It never changes an account and never sends anything itself.
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The first thirty days decide most renewals long before the renewal date shows up. An account that gets its workspace live, finishes setup, and hits its first real result in week one tends to stick. An account that signs and then goes quiet (no second login, no setup finished, no teammate invited) is already at risk, and usually nobody notices until the CSM happens to open the CRM and wonder why an account they haven't heard from in three weeks is still on "customer since" last month. A new account's onboarding progress lives in two places that don't talk to each other: the product events and activation milestones sit in Postgres, and the account record (who owns it, when it became a customer) sits in the CRM. Neither system on its own tells a CSM whether an account is on track. A login count means nothing without knowing what day of onboarding the account is on; a CRM record means nothing without knowing whether the account has done anything since it signed. The usual fallback is a CSM manually checking their book of accounts, or a dashboard of raw usage numbers with no sense of what "on track" even means, and by the time a stalled account gets noticed, it's often past the point where a simple nudge would have fixed it.
The customer onboarding AI Employee reads the CRM each day for every account inside its onboarding window and owned by a CSM, checks that account's activation milestones and product events in Postgres, and classifies each as on track, stalled at a specific milestone, or overdue for full activation. For every stalled or overdue account, it drafts a nudge email addressed to the customer's own missed step and posts an alert to the owning CSM's Slack with the specific context: what's done, what's stuck, and what the nudge says. The draft waits in the CSM's inbox; the CSM decides whether to send it, edit it, or reach out a different way. It never changes an account and never contacts the customer directly.
See exactly how the work gets done.
Runs on a daily schedule
A scheduled run fires once a day, starting fresh with no memory of yesterday. The account list and every milestone are reread from the CRM and Postgres each time, and a marker property on the CRM record tracks which milestone was last nudged, so the same stall doesn't get a duplicate email every day it persists.
Works to your onboarding playbook
The milestone framework (what counts as workspace live, core setup, first activation event, team expansion, and full activation, and by what day each is expected) travels with the AI Employee as a skill, along with the stall and overdue thresholds and the tone for a nudge. When you learn which milestones actually predict a healthy account, you update the skill and every account benefits the next day.
Connects to your systems, with permissions you set
It reads accounts from the CRM (which are inside the onboarding window, and who the owning CSM is), reads activation milestones and product events from Postgres read only to see exactly what each account has and hasn't done, and writes back to the CRM only which milestone a nudge was last drafted for. Credentials stay in memory, never written to disk, never exposed to the model.
Posts to Slack, drafts to email
Two channels, two purposes: a Slack post to the owning CSM with the account's onboarding status and the specific stall, and an email draft (the nudge to the customer) held for the CSM to open, edit, and send.
Hands off to the CSM
A CSM opens Slack to a specific reason an account needs attention today (not a generic "check in on your accounts" reminder) and opens their inbox to a nudge already drafted around the exact step the customer hasn't taken. They read it, decide if it fits, and send it themselves.
Draft and alert only
The AI Employee never sends the nudge email itself and never contacts the customer directly. The email is a draft in the CSM's inbox until the CSM sends it.
No account changes, ever
It never touches a plan, a seat count, a billing setting, or any other account state, in the CRM or anywhere else. It reports and drafts; it does not administer.
Scoped writes
The only thing it writes back to the CRM is which milestone a nudge was last drafted for, never the deal stage, the owner, or any account property a CSM relies on.
Runs in your environment
Every run happens inside your own infrastructure. Credentials for Postgres and the CRM connect with the permissions you set, stay in memory, never written to disk, and are never exposed to the model or the logs.
You own the rules
The milestone framework, the stall thresholds, and the per system permissions are yours, versioned and changed on your terms, not in a vendor dashboard.
Onboarding stalls that used to surface only when a CSM happened to look now arrive the same day they start, with the exact missed step and a nudge already written. The AI Employee watches every new account and does the noticing; a named human (the CSM) still decides what to send and when.
Every day
New accounts rechecked against live milestone data
0 sent
Emails sent or account settings changed automatically
5 milestones
Tracked from first login to full activation
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