# Napier AI: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 12 judge labels across 1 category by 9 of 14 models. Page: https://www.gane.ai/index/finance/vendors/napier-ai

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AML and transaction monitoring](https://www.gane.ai/index/finance/tax/aml-and-transaction-monitoring/index.md) | 0% | 18 | 0% | 12 |

## What the models said for it

- "needing fast API integration, low false positives and real-time alerting: Unit21, Flagright, Hawk AI, Napier AI, DataVisor, ComplyAdvantage." (Muse Glimmer 30B, AML monitoring)
- "Napier AI is an AML transaction monitoring and client screening platform used by banks, payment firms, and regulated fintechs" (Claude Haiku 4.5, AML monitoring)
- "Choose Napier AI when replacing legacy monitoring while retaining private-cloud or on-premises flexibility." (Perplexity Sonar, AML monitoring)
- "Napier AI is designed for FinTechs and mid-sized institutions prioritizing innovation and flexibility" (Claude Haiku 4.5, AML monitoring)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 3 | 0 | 0 | 3 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Napier AI, from 28 of the 28 answers that named it (only the models that return a source list).

### Domains cited

- bureau.id: 17
- github.com: 15
- knowyourcustomer.com: 15
- fraudio.com: 13
- fraud.net: 11
- salv.com: 11
- fintechspecs.com: 10
- g2.com: 8
- guideflow.com: 8
- shuftipro.com: 8

### Pages cited

- https://bureau.id/resources/blog/transaction-monitoring-software: 17
- https://knowyourcustomer.com/insights/best-aml-compliance-software-platforms: 15
- https://github.com/ishandutta2007/Awesome-AML-Transaction-Monitoring: 13
- https://fintechspecs.com/blog/best-aml-transaction-monitoring-software-fintech: 10
- https://salv.com/blog/best-aml-software: 10
- https://guideflow.com/blog/aml-software: 8
- https://a-us.storyblok.com/f/1012896/x/98c3bbb564/aml-transaction-monitoring-solutions-2024.pdf: 7
- https://cside.com/blog/best-transaction-monitoring-software: 7

## In its own words

What Napier AI's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: AI powered Anti-Money Laundering platform to combat evolving threats; next generation anti-money laundering and financial crime compliance software (https://napier.ai/)
- For: financial institutions, insurance, and wealth and asset management firms (https://napier.ai/)
- Certifications: ISO 27001, SOC 2 Type II
- Customers named: Banco do Brasil, Starling, BCS Global Markets

## What it publishes

Every page napier.ai exposes, read 2026-10-05: 639 addresses. By kind, pages and the last 90 days:

- blog: 542 pages, 17 in the last 90 days, latest 2026-10-05
- case study: 19 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 5 pages, 0 in the last 90 days, latest 2025-01-22
- conference or event: 4 pages, 0 in the last 90 days, latest 2026-06-15
- report or ebook: 9 pages, 0 in the last 90 days, latest 2025-01-22
- glossary or explainer: 14 pages, 0 in the last 90 days, latest 2025-01-22
- podcast or video: 14 pages, 0 in the last 90 days, latest 2025-11-20
- news or press: 1 pages, 0 in the last 90 days, latest undated
- Recent: 2026-10-05 blog: Shadow ai financial services governance https://www.napier.ai/post/shadow-ai-financial-services-governance
- Recent: 2026-09-28 blog: Transparency trust myth of ai opacity https://www.napier.ai/post/transparency-trust-myth-of-ai-opacity
- Recent: 2026-09-28 blog: Saltbank napier partner https://www.napier.ai/post/saltbank-napier-partner
- Recent: 2026-09-21 blog: Napier ai and delta capita partner https://www.napier.ai/post/napier-ai-and-delta-capita-partner
- Recent: 2026-09-21 blog: Fca supercharged sandbox https://www.napier.ai/post/fca-supercharged-sandbox
- Recent: 2026-09-21 blog: How aml regulations are changing around the world https://www.napier.ai/post/how-aml-regulations-are-changing-around-the-world

## Record

- Method: https://www.gane.ai/index/finance/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/finance.