Decisions
The B2B email map: who sends what, to whom, and under which rules
The tools are good at sending. What's missing is memory across them: who this person is, which account they belong to, what they've already received, and whether they said stop.
Growth Needs a Harness Built Around the Audience
What Ivy (iHarness) does for any brand that wants to own its audience on every surface, and why it gets better with every decision.
The Marketing Harness
Where causal decisions actually get executed.
Decisioning-Centric vs. Model-Centric AI
The real capital race in enterprise growth.
What Is Warehouse-Native Decisioning?
Decisioning where the data lives: composable, SQL-native, real-time.
Multi-Armed Bandits vs. A/B Testing
Why even the smartest companies still choose the worse option.
Why AI Decisioning Systems Fail
Cold start, the boomerang effect, and local maxima: why AI decisioning is still in its infancy.
How to Use Intent Data to Identify Sales-Qualified Leads
Fit tells you who might buy. Intent data tells you when. Here is how the FIRE framework combines both into a real sales-qualified lead signal.
Reverse ETL Tools Compared: Hightouch, Census, RudderStack, and Fivetran
Reverse ETL tools move data one way and stop. Here's how the leading platforms compare on coverage, pricing, and setup, and where a real-time activation loop fits.
How Do You Choose Between Building and Buying a Customer Data Platform?
Should you build or buy a customer data platform? Real cost drivers, when each option makes sense, and a third path that avoids the trade-offs entirely.