Behavioral Retention Lab

Don't let your CAC
walk out the backdoor.

Acquisition is expensive, and getting more so every year. Retention is where profit lives. We move beyond reactive interventions by using predictive AI and behavioral nudges to secure revenue before the customer even thinks about leaving.

The Problem

The "leaky bucket" problem

Reactive Interventions
Wait for cancellation
Too LateTiming
Behavioral Prevention
Predictive Nudges
In TimeTiming
Leaky Bucket
Compounding Growth

You're spending aggressively to acquire users, filling the bucket of your business from the top. But if your user base erodes faster than it grows, you're running on a treadmill: working harder just to stay in place.

"Acquiring a new customer costs 5-7x more than retaining an existing one. A 5% improvement in retention can increase profits by 25% or more."

Bain & Company / HBR

Every customer who leaves doesn't just take their revenue with them, they take the acquisition cost you already sunk, plus the lifetime value you'll never capture.

And your current tools aren't helping. CRMs and retention dashboards are reactive by design: they alert you after the breakup decision is already made. By the time you see the signal, the customer has mentally checked out. The "save" call feels desperate because it is. You're negotiating with someone who's already decided to leave.

At this point, you don't need more leads. You need to fix the hole.

Research & Methodology

From reactivity tobehavioral prevention

We stop treating every user the same. We build a system that acts before the user feels the urge to leave, leveraging psychology and data to prevent churn instead of reacting to it.

1
The When Detector: Predictive AI scanning an analytics timeline

The When Detector

We don't wait for the "cancel" click. We analyze subtle behavioral patterns (usage drops, engagement rhythm, payment friction) to predict the exact moment disengagement begins. We optimize for the window where intervention still works.

2
Invisible Revenue Rescue: Frictionless payment flow loop

The Invisible Revenue Rescue

A significant share of churn is involuntary (failed payments, expired cards). We optimize your choice architecture with smart retry logic and pre-dunning nudges to recover revenue silently, without aggressive tactics or NPS damage.

3
The Sunk Cost Shield: Presenting alternatives during offboarding

The "Sunk Cost" Shield

Instead of a cold cancellation page, we redesign the offboarding moment. We create a graceful "See you later" offering flexible alternatives (pauses, downgrades) paired with a recap of their accumulated value.

Why Behavioral Response

We don't guess which customers are at risk, we model it. And we don't guess which interventions will work, we run controlled experiments to prove causal impact.

Science

Behavioral Methods

Combine applied behavioral scientists who understand users with ML engineers who build predictive models.

Spectrum

Full Coverage

Address the entire churn spectrum: from involuntary payment failures to voluntary disengagement.

RCTs

Causal Validation

Every intervention is measured and attributed through controlled experiments to prove true impact.

Scale

Systematize Wins

Once an early warning detection or offboarding redesign proves successful, we scale it systematically.

Stop the bleeding.
Start the growth.

If your churn rate has plateaued despite retention efforts, if your "save" campaigns feel like they're too late, or if you suspect a meaningful share of your lost revenue is involuntary, we should talk.

Ready to fix the leak in your bucket?