Customer Growth
AI for Customer Success
Deploy AI copilots, churn models, and intelligence layers that make your CS team 10x more proactive.
The Problem
What gets in the way
Your CSMs are buried in data with no signal - risk is found after it's already too late.
Our Approach
What we do
- Unified customer data foundation
- Churn + expansion ML models with explainability
- AI copilots for CSMs (briefings, drafts, next best action)
- Operational AI workflows for at-risk and expansion plays
Process
How an engagement runs
01
Data foundation
Unify product, CRM, support, and billing signals.
02
Model
Train, validate, and deploy risk + expansion models.
03
Activate
Embed insights into CSM workflows and plays.
Results clients see
2–5x lift in proactive intervention
30%+ reduction in preventable churn
Pipeline of expansion plays generated weekly
FAQ
Common questions
Which AI stack do you use?+
OpenAI, Claude, vector DBs (Qdrant/pgvector), and your existing data warehouse.
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Talk to our team about how a tailored engagement would work for your organization.