Fine tuning and custom models in financial services software: 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.
13 products from 11 vendors in the Vederca registry mention fine tuning and custom models 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 fine tuning and custom models
| Product | Vendor | Category | HQ country | On record as |
|---|---|---|---|---|
| Financial Data | AlphaSense | AI | United States | Mentioned on its own pages |
| Voice | Boost.ai | CRM and customer experience | Norway | Mentioned on its own pages |
| Private Deployments | Cohere | AI | Canada | Mentioned on its own pages |
| Transaction Monitoring | ComplyAdvantage | Financial crime and fraud | United Kingdom | Mentioned on its own pages |
| H2O Enterprise h2oGPTe | H2O.ai | AI | United States | Mentioned on its own pages |
| Hyperscience Hypercell | Hyperscience | Automation and workflow | United States | Mentioned on its own pages |
| Vibe | Mistral AI | AI | France | Mentioned on its own pages |
| Promon Shield for Web | Promon | Cybersecurity | Norway | Mentioned on its own pages |
| Transaction Monitoring | SymphonyAI | Financial crime and fraud | United States | Mentioned on its own pages |
| Business AI Cloud | Uniphore | AI | United States | Mentioned on its own pages |
| Knowledge Layer | Uniphore | AI | United States | Mentioned on its own pages |
| Model Layer | Uniphore | AI | United States | Mentioned on its own pages |
| Varonis Concierge | Varonis | Cybersecurity | United States | Mentioned on its own pages |
The categories they fall in
- AI (7 products)
- Cybersecurity (2 products)
- Financial crime and fraud (2 products)
- Automation and workflow (1 product)
- CRM and customer experience (1 product)
Questions people ask
Which vendors have fine tuning and custom models in financial services software?
11 vendors in the Vederca registry have products whose own public text mentions fine tuning and custom models, among them AlphaSense, Boost.ai, Cohere, ComplyAdvantage, H2O.ai, Hyperscience. 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 fine tuning and custom models?
13 products from 11 vendors, as of 2026-10-13, in 5 categories, most in AI (7).
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
- AI vendors for banks, insurers and wealth managers: the whole list by use case.
- How to run an AI market scan: separating mention from confirmation, and the governance questions.
- AI companies serving banks and insurers: the category's vendor list.
Other AI capabilities
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- AI agents and assistants in financial services software: which vendors mention it (2026) (113)
- Conversational AI in financial services software: which vendors mention it (2026) (25)
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- Predictive models and scoring in financial services software: which vendors mention it (2026) (51)
- AI search and summarisation in financial services software: which vendors mention it (2026) (25)
- Machine learning in data and analytics platforms for financial services: which vendors mention it (2026) (16)
- AI agents and language models in data and analytics platforms for financial services: which vendors mention it (2026) (14)
- Chatbots and AI agents in cRM and customer experience software for financial services: which vendors mention it (2026) (35)
- Machine learning models in aML, KYC and fraud detection software: which vendors mention it (2026) (41)
- AI agents in automation and workflow software: which vendors mention it (2026) (5)
Shortlisting fine tuning and custom models 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.