Published in 2026. This report examines developments from 2024–2026.
Executive summary
An evergreen landscape report of 14 verified AI companies in Finance covered on Brel Digital, grounded in company profile sources already on file rather than market-size forecasts. Companies referenced: Affirm, Akoya, Alloy, Blend, Brex, Enova International, Featurespace, Feedzai, Figure, Happen Bank, HighRadius, Mitek Systems, nCino, Nova Credit.
Methodology
This report is generated from published Brel Digital company profiles in the Finance sector. Each cited company has an official or supporting URL on file. The report does not invent funding amounts, customer logos, revenue figures, or unaudited performance claims. Coverage reflects Brel’s editorial inventory as of 2026-07-12.
Sector coverage on Brel
Brel currently tracks at least 14 published companies in Finance with official sources on file for this report sample. The sample below is alphabetical and is not a ranking.
Company examples
- Affirm — Affirm makes an AI-driven credit decision at the exact moment a shopper checks out, at a volume — tens of millions of purchases — that makes it one of the more visible…
- Akoya — Akoya is a bank-owned alternative to aggregator-run data pipes like Plaid, and its ownership structure — a consortium of the institutions whose customer data it moves — is itself a useful case…
- Alloy — Alloy shows how banks and fintechs stitch together multiple identity, credit, and fraud data vendors into one decisioning workflow — a practical, orchestration-focused layer that sits beneath many single-model AI underwriting products…
- Blend — Blend digitized the mortgage application process used by many of the largest U.S. banks, and its 2025–2026 divestiture of the Title365 title-insurance unit it once acquired is a useful case study in…
- Brex — Brex is a useful marker of how AI is being applied to business spend management rather than consumer credit, and its 2026 acquisition by Capital One is a live example of a…
- Enova International — Enova is a two-decade-old, publicly traded example of Machine Learning applied to non-prime consumer and small-business lending at scale, with financial disclosures that let outside observers track how a large alternative-lending book…
- Featurespace — Featurespace's ARIC Risk Hub helped popularize adaptive Behavioral Analytics in card and payments Fraud Detection, and its acquisition by Visa — rather than a rival payments network or bank — is a…
- Feedzai — Feedzai represents the shift from point fraud tools toward unified financial-crime platforms, relevant for readers tracking how large banks and payment processors consolidate previously separate AI risk systems into a single stack.
Linked founders
Founder profiles in this sector include: Edward H. West, Misha Esipov, Vishal Marria, Eric Glyman, Soups Ranjan, Johnny Ayers.
Linked products
Verified product records include: Alloy platform, Upstart marketplace, Zest Automated Machine Learning (ZAML), Plaid API, Quantexa platform, HighRadius platform.
Linked technologies
Most frequent technology tags among sampled companies: Financial Intelligence, Fraud Detection, Machine Learning, Predictive Analytics, Automation, Identity Intelligence.
Linked use cases
Most frequent use-case tags among sampled companies: Credit Underwriting, Payments Infrastructure, Fraud Detection, Workflow Automation, Identity Verification, Ambient Scribing.
Limitations
This landscape is limited to companies already published on Brel Digital and does not claim to be a complete market map. Figures such as valuation, ARR, or detection rates are omitted unless independently verified on the cited company sources.
Conclusion
Readers evaluating AI vendors in Finance should start from the linked company, product, founder, and technology pages and confirm current details against each company’s official materials.