Spend where it causes growth, and keep the customers you win
Fintech partners we work with
Three causal levers on lifetime value
Precision channel ROI
Agents with causal reasoning
Optimized pathways
Every recommendation explains its evidence, so specialists build skill as they use AI.
Results with fintech partners
Americor
7% better retention, higher-LTV leads and faster settlements.
Challenge
Poor lead-channel ROI, churn from weak lifecycle tracking, slow settlements, and unclear impact of interventions such as social-media groups.
Approach
Causal AI for lead-channel ROI, predictive lifecycle and loss/momentum models, a SaaS app for real-time insights, and optimized settlement sequences.
Result
7% better retention, higher LTV from quality leads, faster debt settlement and better evaluation of interventions.
JG Wentworth
Actionable insights on channel ROI and marketing mix, plus a roadmap for an MLOps system to raise conversions.
Challenge
High-ROI channels were hard to identify, the media mix was inefficient and lead-conversion tracking was weak.
Approach
Lead-channel ROI analysis, media-mix models, efficacy evaluations and an MLOps system for tracking lead conversions.
Result
Actionable insights on channel ROI and marketing mix, plus a roadmap for an advanced MLOps system to raise conversions.
Find the channels that cause your growth
We'll start with a causal read of your last year of spend and conversions.
Book a working session