QuantumLight
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Quantum Light Capital is a venture capital firm that uses a data-driven system called Aleph, which tracks venture-backed companies since the 1990s to identify success patterns. The firm applies a systematic investment and growth approach and shares a growth playbook derived from building Revolut with founders.
Also known as Quantum Light · Quantum Light Capital
Founders & leadership
Investors · 3
Company profile
researched Aug 2026QuantumLight describes itself as a systematic venture capital and growth equity firm. Its investment process is built around a proprietary AI system called Aleph, which the firm says tracks the entire universe of venture-backed companies since the 1990s in order to identify robust and stable patterns associated with outsized outcomes. The firm states that Aleph draws on more than 10 billion data points covering 700,000 venture-backed companies, and it presents its performance against industry benchmarks on the basis of average multiple on money across 2014-2019 vintages.
Alongside capital, QuantumLight offers a "Scale-up Operating System", a set of practices it characterises as a battle-tested system for scaling technology businesses. This material is derived from the systematic approach that Nik used in building Revolut, and the firm says it is sharing that growth playbook with a new generation of founders. Figures cited for Revolut on the firm's site include a $45bn valuation, more than $4bn in revenue, over 60 million users and operations in 39 countries.
Business model
The firm deploys capital into technology companies as a venture capital and growth equity investor, selecting targets through the Aleph AI system, and supplements investment with an operational scale-up programme and growth playbook made available to founders.
▸Full profile — market position, technology, go-to-market
Market position
Presents itself as the first truly systematic venture capital and growth equity firm, and reports its returns relative to industry benchmarks measured as average MoM across 2014-2019 vintages.
QuantumLight positions itself as a systematic investor rather than a judgement-led one, combining algorithmic company selection through Aleph with an operating system for scaling derived from the building of Revolut.
Technology
Aleph is a proprietary AI system used for company selection. It tracks venture-backed companies globally going back to the 1990s, spanning more than 10 billion data points and 700,000 companies, and is used to identify recurring success patterns intended to surface prospective 10x outcomes.
Go-to-market
Direct investment in technology companies, with the growth playbook and scale-up operating system used as a value-add offering to portfolio founders.
Founders of venture-backed technology companies at venture and growth-equity stages.
Compiled by commissioned research from 1 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.
▸Research sources · 1
primary sources listed
- QuantumLightquantumlightcapital.com · web
1 public sources were cited for this profile; the first-party ones are listed here.
Frequently asked questions
- What does QuantumLight do?
- QuantumLight is a venture capital and growth equity firm investing via Aleph, its proprietary AI company-selection system.
- Who founded QuantumLight?
- QuantumLight was founded by Nik Storonsky.
- Who are QuantumLight's investors?
- QuantumLight's investors include Light Ray, Raison, Samos Investments.