Which large banks have the most AI use cases in production?

Which of the large banks have the most AI use cases in production?

Each row quotes one record from bank profiles via the AI index; the “On this site” link opens the bank's own page or sub-page with every source. Banks absent from the table have nothing matching on the record this site holds.

How is this ranked?

Data: the AI disclosure index (/banks/ai-index): eight components of the public record on AI (independent coverage, use cases in production, a named platform, own disclosures, moves in the last twelve months, numbers, leaders, use cases described), each a percentile rank, applied to all 141 profiles for this component.

Rule: Score = the raw value of the "inProduction" component (not its percentile). Listed from 3; ties by index score, then assets.

Counts: 136 of 141 profiled banks qualify; the table shows the top 40; 80 distinct sources cited in the table. Data checked 2026-10-28; ranking template updated 2026-10-30.

What are the caveats?

Counts are of distinct, sourced entries on the profile; a bank may run more than it has described.

Banks absent from the table have nothing matching on the record this site holds, which is not evidence that they do nothing. Each row links the bank's own page, where every entry carries its sources.