Quantly
AcquiredEntrepreneur First '22London, GB · Founded 2022 · 1 known investors
Quantly builds custom generative AI systems and infrastructure for financial services firms such as banks, asset managers, and market data providers, embedding AI into their research, data, and decision workflows. It offers custom use-case development, data/infrastructure setup, strategy advisory, and analyst platforms that automate multi-step investment research.
Also known as Solon Technologies Limited
Founders & leadership
Quantly was founded in 2022 by Vladislav Stanev and Ivan Kavalerov.
Investors · 1
Company profile
researched Aug 2026Quantly, operated by Solon Technologies Limited (trading as Quantly), provides generative AI systems and supporting infrastructure for financial services organisations including banks, asset managers and fund data providers. Its stated approach combines GenAI engineering with financial domain knowledge to build production-grade systems tailored to a client's data, workflows and compliance requirements, rather than selling an off-the-shelf application. The company's site describes its offering across four service lines: custom AI use cases (from individual use cases to end-to-end systems, with knowledge transfer and hand-off), GenAI data and infrastructure foundations deployed in the client's own environment, GenAI strategy and technical architecture advisory, and high-touch delivery through workshops, training and embedded engineering work.
The product side centres on a modular technology stack the company calls its "Table of AI Elements," spanning workflow and agent orchestration, an LLM/AI gateway, interface and integration layers, observability and governance, and data source integration and readiness. Agent capabilities listed include multi-step and graph-based workflow execution, batch "research at scale," workflow and cross-agent context management, autonomous triggers from feeds, databases and webhooks, human-in-the-loop review, multi-agent coordination and routing, and role-based agents intended to institutionalise firm knowledge and processes. Two client examples are published: AI agents for FE fundinfo that answer questions over millions of internal data points inside Microsoft Teams, and an end-to-end AI analyst platform that merges internal and external data so investment teams can automate multi-step research workflows, with outputs delivered via email or Teams and support for any LLM stack.
As stated on its own website, Quantly has joined FE fundinfo, a financial data company connecting the investment industry — the same organisation featured in its first published case study.
Business model
Quantly sells enterprise engagements to financial institutions rather than a purely self-serve product: custom AI use-case design and build, deployment of GenAI data pipelines and core infrastructure inside client environments, strategy and architecture advisory, and workshops, training and embedded delivery. It also provides an analyst platform product delivered to client investment teams. The sources do not disclose pricing or contract structures.
Traction
Publicly evidenced traction is limited to two case studies (AI agents deployed for FE fundinfo inside Microsoft Teams, and an end-to-end AI analyst platform for an investment client) and a testimonial from the CTO of Causeway Capital, described as managing $67B in assets. No revenue, customer count or usage metrics are disclosed in the sources.
Latest developments
Quantly's website announces that the company has joined FE fundinfo, a financial data company connecting the investment industry, directing readers to fefundinfo.com for more information. FE fundinfo was previously a named client in Quantly's published case study on AI agents for fund data discovery.
▸Full profile — market position, technology, go-to-market, history, risks & controversies
Market position
The company presents itself as a specialist GenAI build partner for financial institutions, referencing banks and asset managers as clients and publishing a testimonial from the CTO of Causeway Capital. It has since joined FE fundinfo. The available sources do not provide independent market share, ranking or revenue data.
Quantly positions itself against two alternatives. Versus off-the-shelf GenAI vendors, it argues generic tools fail firms' workflow, data and security standards and that custom systems give clients control over IP, data and workflow fit without lock-in. Versus traditional consultancies, it describes itself as AI-native and outcome-focused, with a team of former analysts, AI engineers and PhDs, and emphasises deployment in the client's own environment plus knowledge transfer to in-house teams.
Technology
The company describes a modular architecture comprising workflow and agent orchestration, an LLM and AI gateway layer, interface and integration layers, observability and governance, and data source integration/readiness. Agent features include multi-step and graph-based workflow execution, batch research processing, workflow and cross-agent context management, autonomous triggers from feeds, databases and webhooks, human-in-the-loop steps, multi-agent coordination and routing, agent management (system prompts, context, sources, tools) and role-based agents. The platform is described as LLM-agnostic and integrates with third-party and internal data sources, Microsoft Teams and email, and with clients' existing agentic systems via API.
Go-to-market
Direct enterprise sales and partnership-style engagements with financial institutions, supported by published client case studies, a testimonial from a named asset manager CTO, an interactive demo of the analyst platform on the website, a "Let's Talk" contact call to action, and thought-leadership blog content on AI adoption strategy in finance.
Financial services institutions, specifically banks, asset managers, investment teams and fund data/technology providers. Named or referenced users include FE fundinfo and Causeway Capital.
History
The website's terms of use identify the operating entity as Solon Technologies Limited, trading as Quantly, and describe the site as covering the company's consulting activities and its AI-powered research and analytics platform. Quantly published client work with FE fundinfo and an investment-team analyst platform, and subsequently announced on its site that it has joined FE fundinfo.
Risks & controversies
No controversies appear in the sources. Sources 4 through 7 concern unrelated companies (StreamElements, Khoros, Apostrophe, Convoy, Quill, Bench and others) and were disregarded. The available material is almost entirely first-party (Quantly's own website), so claims about capabilities and client outcomes are not independently verified, and no terms, date or confirmation from the acquirer are available for the FE fundinfo transaction.
Compiled by commissioned research from 8 cited public sources — announcements, filings, and press listed under research sources below.
Key figures
latest reportedCompany-reported or press-reported figures, each dated to when it was claimed — not independently audited.
Timeline · 3
launches, deals, and filingsQuantly's website announces that the company has joined FE fundinfo, a financial data company serving the investment industry. No transaction terms, structure, or date are disclosed.
Case study describing a partnership in which Quantly deployed AI agents for FE fundinfo that surface answers from millions of internal data points directly within Microsoft Teams.
Quantly delivered an analyst platform combining a client's internal and external data sources so investment teams can automate multi-step research workflows; features include deep research queries, an AI analyst assistant, data integrations, LLM-agnostic operation, and output delivery via email or Microsoft Teams.
Dated company events from announcements, filings, and press; legal rows summarize public dockets and regulator releases.
▸Research sources · 8
primary sources listed
- Quantlyquantly-ai.com · web
8 public sources were cited for this profile; the first-party ones are listed here.
Frequently asked questions
- What does Quantly do?
- Quantly builds custom generative AI systems for banks and asset managers; it has joined financial data provider FE fundinfo.
- Who founded Quantly?
- Quantly was founded by Vladislav Stanev, Ivan Kavalerov in 2022.
- Who are Quantly's investors?
- Quantly's investors include Entrepreneur First.
- Where is Quantly headquartered?
- Quantly is headquartered in London, GB.