Fundraising Fox

BMLL

Cambridge, GB · Founded 2014 · 130 employees on LinkedIn · 4 known investors

BMLL provides historical market data, analytics, and research capabilities to financial institutions and market infrastructure firms, enabling them to integrate insights into existing workflows for better decision-making across global capital markets.

Also known as BMLL Technologies

Founders & leadership

PHPaul Humphrey
Paul HumphreyinCEO

Investors · 4

Company profile

researched Aug 2026

BMLL provides historical order book market data and analytics for capital markets participants. Its offering covers Level 1, Level 2 and Level 3 data from more than 140 trading venues, delivered in a harmonised, normalised and analytics-ready form, with nanosecond-precision timestamps and pre-engineered analytics described as AI-ready.

The product line comprises three components: BMLL Data Lab, a scalable Python research sandbox; BMLL Data Feed, which delivers market data and analytics; and BMLL Vantage, a no-code visual application. Market data coverage spans equities and ETFs, futures, options and prediction markets. The company positions these products as an alternative to firms building and maintaining their own cloud or on-premise data infrastructure for sourcing, normalising and storing fragmented exchange feeds.

Business model

BMLL licenses access to its historical market data and analytics through data products and applications (Data Lab, Data Feed and Vantage), with prospective users invited to start a trial or contact the sales team. It also operates a partner programme and a Client Product Advisory Board.

Traction

The company publishes client case studies and awards, and convenes a Client Product Advisory Board with named member representation.

Full profile — market position, technology, go-to-market, geography

Market position

BMLL presents itself as a provider of the global trading data foundation for capital markets, addressing the gap between raw exchange feeds and research-ready datasets, with products designed by quants.

Technology

Harmonised and normalised historical order book data at Level 1, 2 and 3 with nanosecond-precision timestamps, covering more than 140 venues, supplied with pre-engineered analytics in an analytics-ready, AI-ready environment. Delivery mechanisms include a scalable Python research sandbox, a data feed and a no-code visual application, removing the need for clients to run their own cloud or on-premise market data infrastructure.

Go-to-market

Direct engagement via product trials and sales contact on the company website, supported by case studies, press releases, industry reports, market insights, webinars and events, plus a partner network and a client product advisory board.

Systematic trading firms, asset managers, commodity trading advisors (CTAs), investment banks and brokers, exchanges and trading venues, ETF issuers, independent software vendors (ISVs) and regulators.

Geography

Coverage spans global trading data, including international exchanges across equities and ETFs, futures, options and prediction markets, from more than 140 venues.

Compiled by commissioned research from 1 cited public sources — announcements, filings, and press listed under research sources below.

Key figures

latest reported
Trading venues coveredJan 2025140 venues

Company-reported or press-reported figures, each dated to when it was claimed — not independently audited.

Research sources · 1

primary sources listed
  • BMLLbmlltech.com · web

1 public sources were cited for this profile; the first-party ones are listed here.

Frequently asked questions

What does BMLL do?
BMLL supplies harmonised historical Level 1, 2 and 3 order book market data and analytics across 140+ trading venues.
Who are BMLL's investors?
BMLL's investors include Nordic Capital, Snowflake Ventures, QVentures, Samos Investments.
Where is BMLL headquartered?
BMLL is headquartered in Cambridge, GB.