Controlled Data Movement

Summary of a case study on muthub.org

Read the full case study on muthub.org →

Reviewed by Muthu · Initiative · Last verified Oct 18, 2026 · Drafted Oct 17, 2026 by seed-import/1.0 · Re-check by Oct 17, 2027 · 1 source

Show in graph · Markdown

Overview

A configuration-driven, secure data movement pattern built at USAA to move 25B+ records a day, then carried to Wells Fargo as a bank-wide framework for analytics and AI.¹

Organization: USAA and Wells Fargo. Period: 2020 – 2024.

Sources

1. Controlled Data Movement · published Oct 16, 2026

See also

• Agent-first data architecture: five principles - Data platforms built for people asking questions will strain when the main consumer is software taking actions. Five principles for designing data platforms where agents are first-class users, and why an open lakehouse helps.

Footnotes

1. Controlled Data Movement, muthub.org case study, revised 2026-10-16. ↩