Customer Intelligence
Your best growth signal is already in your data. You just can't see it. We build the systems that surface it: who will churn, who will buy, who will upgrade, and what to say to each.
What it is
Every growing business sits on more customer signal than it uses. Purchase history, session behavior, support conversations, review patterns, no-show cadence, referral chains. The signal is there. Nobody has time to model it, and off-the-shelf tools ask you to shove your data into their pipeline and hope.
A Customer Intelligence engagement builds the models and the dashboards on your data, in your infrastructure. Who's most likely to churn this month. Who's a good candidate for the higher tier. Who to re-engage now vs let cool. What to send each of them.
This is bread-and-butter AI work, but shipped native to your business, not bolted on. Your CRM stays in place, your data stays where it lives, the intelligence layer sits on top.
What you get
- → Propensity models scored against your actual customer base (churn, upgrade, re-engage, next-purchase)
- → Next-best-action recommendations for your marketing, sales, or retention team
- → Dashboards that surface the signal in language a human can act on, not a data-science report
- → The models and the pipeline, yours to own, retrained as the business evolves
What we bring
Lead-scoring and pipeline-intelligence shape (Cascade Commercial broker portal demonstrates it publicly, with live buyer/tenant matching and seller-side offer intelligence). Re-engagement flows in the medspa engagement. Two-tier LLM cost architecture that makes running these models continuously affordable, even on modest data volumes.
How we work with you on this
Assessment
Customer Intelligence assessments run 1-2 weeks. We audit your data, identify the highest-value propensity questions to model, and scope the build. Full credit toward the project.
Build
Fixed scope, fixed price. Models + dashboards + integration into your existing workflow (CRM, email, whatever your team already lives in). Working system in weeks.
Ongoing partnership
Recommended. Models drift as your business evolves. Most clients keep us close for retraining, extending to new questions, and integrating the intelligence into new parts of the operation.
Same engagement shape across every offering. Depth scales to the work.
Book a Customer Intelligence discovery.
30 minutes. Tell us about your business. We'll tell you if this is the right shape.