Skip to content
METRIC OAK

New: the 3-week Data Platform Assessment: fixed fee, priced roadmap. See what's included →

Financial services · Databricks

XP Inc.: Driving $66M in incremental revenue with predictive, privacy-first customer acquisition

Public case study · not a Metric Oak engagement

In incremental revenue from performance media optimization
$38M
In incremental revenue from AI-powered audience segmentation
$28M
Improvement in lead qualification
62.5%

What happened

The story in brief

One of Latin America's largest investment platforms wanted marketing spend to work harder. Using Databricks for media optimization and AI-driven audience segmentation, it generated tens of millions in incremental revenue.

See the full financial services benchmark

Planning something similar?

AI-ready data

Governed, retrievable data for GenAI, RAG and agents. Senior engineers, fixed scope, measured results.

  • Financial services · Databricks

    ABN AMRO

    10x

    Faster time to market: use cases deployed in 2 months

  • Financial services · Databricks

    Addepar

    5x

    Faster pipeline development, accelerating client onboarding

  • Financial services · Databricks

    AME Digital

    90%

    Accuracy in fraud prevention models

Related insights

Frequently asked questions

What results did XP Inc. report?

XP Inc. reported $38M in incremental revenue from performance media optimization; $28M in incremental revenue from AI-powered audience segmentation; 62.5% improvement in lead qualification, according to its customer story published by Databricks.

Which platform and technologies did XP Inc. use?

XP Inc. used Databricks, including MLflow, Genie, Delta Sharing, Secure Data Sharing, Hightouch.

How do these results compare with other financial services programs?

See our financial services benchmark for median cost reductions and speed-ups across published results in the industry.

Source

Customer story published by Databricks: Driving $66M in incremental revenue with predictive, privacy-first customer acquisition (opens databricks.com in a new tab) on databricks.com. Figures as published, retrieved 27 October 2026. The summary above is Metric Oak's own. This is not a Metric Oak engagement.

Have 30 minutes? Get a senior architect’s view of your data platform.

No sales deck. You talk to the engineer who would lead the work.

Book an architecture review