Causal Decisioning

6 articles
Causal Decisioning

Causal Inference for Customer Retention

Put the uncertainty in the right place: tighten effects, not forecasts.

Iqbal Kaur 3 min read
Causal Decisioning

How to Measure Incremental Conversions from Meta Ads

Last-touch attribution makes Meta look like a hero. Conversion Lift and Incremental Attribution ask the harder question, and neither one is a complete answer on its own.

Ash 6 min read
Causal Decisioning

Why Connecting Your CRM to Claude Is a Bad Idea

Claude will answer confidently no matter how messy your CRM is. That confidence is the problem. Here are three ways a chat interface breaks when it sits directly on unmanaged customer data, and what should sit between the two instead.

Ash 8 min read
Causal Decisioning

How to Prove Incremental Pipeline Impact Without a Data Engineer

Attribution tells the CFO where leads came from. Incrementality tells them whether spend drove revenue. Here is how to measure it without a data engineer.

Ash 7 min read
Causal Decisioning

Predictive vs. Causal Decisioning

The Correlation Trap: why doubling down on high-LTV customers quietly destroys value.

Iqbal Kaur 3 min read
Causal Decisioning

From Correlation to Causation

How causal decision science compounds growth, and why the correlation era never could.

Iqbal Kaur 2 min read