# Tangoe TEM: how AI models rank it, October 2026

Finance AI Recommendation Index, October 2026 Edition. Named in 2 judge labels across 1 categories by 2 of 14 models. Page: https://finance-ai-index.com/vendors/tangoe-tem/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Telecom expense management | 0% | 88 | 100% | 2 |

## And against it

- "the TEM vendor that comes up most often in cautionary discussions is Tangoe / Tangoe TEM" (Muse Glimmer 30B, Telecom expense mgmt)
- "exercise caution with these commonly criticized ones... Slow invoice uploads (up to 3 weeks, delaying payments), poor customer service" (Grok 4.1 Fast, Telecom expense mgmt)

## 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, October 2026 Edition, finance-ai-index.com.