# Transformance ClearMatch: how AI models rank it, September 2026

Finance AI Recommendation Index, September 2026 Edition. Named in 4 judge labels across 1 categories by 4 of 12 models. Page: https://finance-ai-index.com/vendors/transformance-clearmatch/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Cash application | 0% | 29 | 0% | 4 |

## What the models said for it

- "Transformance ClearMatch uses vision language models... improves match rates from around 85% to 95%+ within 90 days, with 4 to 8 week deployment versus 3 to 6 months for incumbents" (Claude Haiku 4.5, Cash application)

## Record

- Method: https://finance-ai-index.com/methodology/
- Raw judge labels and full responses: https://finance-ai-index.com/data/
- License: CC BY 4.0. Cite as Finance AI Recommendation Index, September 2026 Edition, finance-ai-index.com.