Machine learning in data and analytics platforms for financial services: which vendors mention it (2026)

Updated 13 October 2026 · Products whose own public text names the capability, with the vendors that have confirmed it, from the Vederca registry.

16 products from 15 vendors in the Vederca registry mention machine learning in their own public text; none has yet confirmed it in the vendor portal, so each is a mention to test. A mention is the vendor's own words, never Vederca's reading of them, and never shown as a confirmation.

The products that mention machine learning

ProductVendorCategoryHQ countryOn record as
Data QualityAlationData and analyticsUnited StatesMentioned on its own pages
Nexius IntelligenceAllvue SystemsData and analyticsUnited StatesMentioned on its own pages
Data ObservabilityAtaccamaData and analyticsCanadaMentioned on its own pages
Data QualityAtaccamaData and analyticsCanadaMentioned on its own pages
FitLogicC&R SoftwareData and analyticsUnited StatesMentioned on its own pages
Stream processing with Apache FlinkConfluentData and analyticsUnited StatesMentioned on its own pages
HotjarContentsquareData and analyticsFranceMentioned on its own pages
Daloopa Add-InDaloopaData and analyticsUnited StatesMentioned on its own pages
Climate Data PackDigital Agriculture ServicesData and analyticsAustraliaMentioned on its own pages
H2O AI CloudH2O.aiData and analyticsUnited StatesMentioned on its own pages
Data Analytics and AI ServicesIDEMIA Secure TransactionsData and analyticsFranceMentioned on its own pages
Data ObservabilityMonte CarloData and analyticsUnited StatesMentioned on its own pages
Graph Data ScienceNeo4jData and analyticsUnited StatesMentioned on its own pages
Corvil AnalyticsPicoData and analyticsUnited StatesMentioned on its own pages
Qualco ML StudioQualcoData and analyticsGreeceMentioned on its own pages
SAS ViyaSASData and analyticsUnited StatesMentioned on its own pages

The categories they fall in

Questions people ask

Which vendors have machine learning in data and analytics platforms for financial services?

15 vendors in the Vederca registry have products whose own public text mentions machine learning, among them Alation, Allvue Systems, Ataccama, C&R Software, Confluent, Contentsquare. None has yet confirmed it in the vendor portal, so every entry is a mention to test in a market scan.

How many products mention machine learning?

16 products from 15 vendors, as of 2026-10-13, in 1 category, most in Data and analytics (16).

What is the difference between mentioned and confirmed?

A product mentions a capability when its own public text names it: the vendor's website or portal entry. A vendor confirms a capability by ticking it on the product in its Vederca portal. Vederca shows the two apart and never draws a confirmation from a website phrase; a market scan tests mentions with a request for information or a demonstration.

Go further

Other AI capabilities

Shortlisting machine learning vendors? Create a free procurement account to compare their products in full and ask each to confirm what it mentions.

Built by Vederca from public sources, last updated 2026-10-13.