Your dashboard tells you
what happened.
Stratum tells you why.
Your analytics says “feature adopters retain 3x better.” So you spent $200K on adoption campaigns. Stratum's Causal Inference Engine would have told you that's a spurious correlation — and the real lever was buried in your Stripe webhook logs.
The System of Record for Causality
Correlation is not causation.
Your current stack shows patterns. Stratum finds the mechanisms you can actually intervene on.
Adopter Retention
Non-Adopter Retention
Observed Lift
Adoption Rate
“Feature X adopters retain 2.7x better!”
Board-deck-ready metric. $200K spent on adoption campaigns. Zero impact on churn.
“Feature adoption has zero causal effect. 34% of churned accounts had active users — they left due to failed payment retries.”
ATE: 0.00 (feature) vs 0.52 (retries) · p < 0.001
Automated Causal Intelligence
We are building the engine that replaces the analyst.
We connect your data.
Stratum connects to your Stripe, Segment, or Warehouse. We don't just ingest data; we build a causal graph of your business entities and events.
The engine runs 24/7.
Our causal inference engine uses Double Machine Learning to separate mutable levers (retry logic) from confounders (team size) continuously.
You get the playbook.
A ranked list of causal drivers with confidence intervals. Not a static report, but a live feed of interventions: "Fix billing latency. It saves $620K/yr."
What you get back
Not a dashboard. A causal report with ranked interventions and projected revenue impact.
Causal Drivers
The exact variables causing your churn — not correlated with it. Ranked by treatment effect. Each one is mutable: something your team can actually change.
Confidence Intervals
Every estimate comes with rigorous confidence bounds and p-values. No hand-waving. No "the AI says so." Peer-review-grade statistical evidence.
Revenue Projections
Dollar impact for each intervention. "Implement smart payment retries → save $620K/yr." So you know exactly what to build first and can justify the engineering investment.
Get a Free Causal Report
I am manually stress-testing the Stratum engine. I will run the causal models to map your top 3 retention levers.
Eventually, Stratum will connect to your warehouse and run this 24/7. For now, you get the intelligence for free.
Your data stays encrypted and is never shared or used for training.
Security, by default
We treat your data like radioactive material. Because it is.
Your terms, your data
You choose exactly what to share. We work with anonymized exports. No database access, no API keys, no production credentials ever touch our systems.
Encrypted end-to-end
TLS 1.3 in transit, AES-256 at rest. Files are stored in isolated environments with row-level access controls. Zero shared infrastructure.
Deleted after report
Your data is purged after the analysis is delivered. No retention without explicit consent. Request deletion anytime — it's immediate.