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Automatite by GTM S t a c k
Customer Lifecycle

QBR Prep Automation

Automate qbr prep automation end-to-end. Trigger on weekly cron, deliver qbr deck prepped with usage data.

Trigger
Weekly cron
Outcome
QBR deck prepped with usage data
MixpanelOpenAIGoogle Slides

Steps

1
Listen for Weekly cron
Webhook or polling trigger fires the workflow when weekly cron.
Feature: Triggers
2
Step 2: process and transform
Apply transformations, run AI inference, branch on conditions, or call out to other apps to enrich the payload.
Feature: Data Mapping
3
Step 3: process and transform
Apply transformations, run AI inference, branch on conditions, or call out to other apps to enrich the payload.
Feature: AI Steps
4
Step 4: process and transform
Apply transformations, run AI inference, branch on conditions, or call out to other apps to enrich the payload.
Feature: Actions
5
Deliver QBR deck prepped with usage data
Final step delivers the outcome to your downstream apps.
Feature: Error Handling

What this automation does

This workflow takes weekly cron as its starting signal and runs an end-to-end sequence that produces qbr deck prepped with usage data without any manual intervention. It is built for Customer Success Managers who currently handle this work in spreadsheets, in inboxes, or by pinging another team.

Why it matters

Manual handling of qbr prep automation costs hours per week and introduces errors that surface days later. This automation eliminates the lag between event and action and produces a consistent, auditable record of every run.

Most teams report that the largest payoff is not just the time saved but the consistency. Once the workflow is live, every event is handled the same way every time — no more “I forgot to update the CRM” or “the message slipped past.”

Customizing for your stack

The reference workflow uses Mixpanel, OpenAI, Google Slides but every step can be swapped for an equivalent in your stack. The trigger, AI step, and downstream actions are all independent — change one without rebuilding the rest.

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