What QuantumLight does

QuantumLight is a London-based systematic venture capital and growth equity firm founded in 2025 by Nik Storonsky, the founder and CEO of Revolut. The firm positions itself as the first truly systematic VC, using a proprietary AI system called Aleph to analyze more than 10 billion data points across 700,000+ VC-backed companies since the 1990s and identify founders with the highest probability of producing 10x outcomes. Aleph underpins a self-described 2x outperformance versus the top-quartile VC benchmark across 2014-2019 vintages. The firm closed its debut fund at $250 million in May 2025 and has since deployed capital into AI infrastructure (Black Forest Labs, ElevenLabs, Exa, Factory.ai, Tsuga), fintech and crypto (Mesh, NG.CASH, ARQ, Aspora, Campfire), energy (Fuse Energy at a $5 billion valuation), healthtech (Function Health, Berry Street, Anterior, Deepscribe), and enterprise SaaS (Aikido Security, HockeyStack, Blockaid, Builder.io).

The business follows standard VC fund economics: capital is sourced from limited partners, and the firm earns revenue through management fees on committed capital and carried interest on realized exits. QuantumLight does not publicly disclose revenue, and its debut fund is too young to have generated carry. The GTM motion is sales-led, combining AI-driven founder sourcing with direct outreach, supplemented by thought-leadership content including a public Playbooks Library authored by Storonsky and team, plus earned media coverage in Forbes and other outlets that lend credibility through Storonsky's personal track record building Revolut to a $45 billion valuation with $4 billion+ revenue and 60 million+ users across 39 countries.

QuantumLight is registered as Quantum Light Management Ltd in England and Wales, with a team of 11-50 employees. Leadership pairs Storonsky (Founder) with Ilya Kondrashov as CEO (previously co-founder of B2B fintech Kriya, which processed £30 billion+ in payments) and Andrew Stepanov as Chief of AI overseeing Aleph. The investment team comprises four Partners and a Principal. The firm is regulated by the UK Financial Conduct Authority via its appointed representative Langham Hall Fund Management LLP.

Name

QuantumLight

Legal name

Quantum Light Management Ltd

Website

https://quantumlightcapital.com

Company type

Private

Founded year

2018

Operating status

Operating

Headcount range

11–50 employees

Short description

QuantumLight is a London-based systematic venture capital firm founded in 2025 by Revolut's Nik Storonsky, using its proprietary Aleph AI system to identify and invest in outlier tech founders across early and growth stages globally.

Ownership category

akta.pro rank

Headquarters

HQ city

London

HQ country

United Kingdom

HQ region

Europe

Offices1 record

Markets served

GTM type

B2B

Offering type

Services

Cost components

Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure

Revenue model

1. Venture Capital Returns: Returns generated through capital appreciation and exits from portfolio companies. The fund closed at $250 million in May 2025 as a systematic VC firm.

Go-to-market motion1 record

Distribution channels1 record

Marketing channels3 records

Core offering

QuantumLight is a systematic venture capital and growth equity firm that deploys capital into early-stage and growth-stage technology companies identified through its proprietary AI system, Aleph, which tracks 10+ billion data points across 700,000+ VC-backed companies since the 1990s. Portfolio founders receive access to a Scale-up Operating System of battle-tested operational playbooks and growth playbooks derived from Revolut's scaling journey, combined with direct involvement from founder Nik Storonsky.

Product overview

QuantumLight operates as a systematic venture capital and growth equity firm rather than a traditional product company. The core offering centers on Aleph, a proprietary AI system that analyzes 10+ billion data points across 700,000+ VC-backed companies to identify success patterns. The Scale-up Operating System provides foundational frameworks for scaling tech businesses, complemented by a comprehensive Playbooks Library covering hiring, performance management, company management, and go-to-market strategies. These components work together to support portfolio founders in their scaling journey.

Differentiator

Problem solved

Functional benefit

Products and services

• Aleph AI System Proprietary AI system that tracks the entire universe of venture-backed companies since the 1990s, identifying robust and stable success patterns to find the next 10x companies. It is QuantumLight's core data engine for systematic venture capital investing.
• Scale-up Operating System Battle-tested system for scaling successful tech businesses, providing foundational frameworks and playbooks for founders to scale regardless of sector, built from the Revolut growth playbook. Designed as a portfolio support offering for QuantumLight's early- and growth-stage technology founders.
• Playbooks Library Collection of actionable playbooks covering hiring, performance management, company management, and B2B go-to-market topics, distilling best practices from Revolut's growth journey. Made publicly available on the QuantumLight website to engage founders and surface the firm's operational expertise.

Quantifiable outcome

• 2x higher performance vs top quartile VC benchmark (2014-2019 vintages)

Segments1 record

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Feature1 record

Scale indicators4 records

Recent moves6 records

Expansion highlights5 records

Direct peers

• SignalFire: US-based early- and growth-stage VC that pioneered AI-driven portfolio tracking and sourcing via its 'Beacon' platform. Directly comparable to QuantumLight as a data-first systematic VC investing in tech outliers.
• EQT Ventures: European VC arm of EQT using its proprietary 'Motherbrain' AI platform for deal sourcing and tracking. Closest European analog to QuantumLight's Aleph-led systematic approach.
• Tribe Capital: Data-driven VC applying quantitative product and growth metrics to identify outlier startups. Mirrors QuantumLight's bet that systematic analysis can outperform traditional VC sourcing.
• Atomico: London-headquartered VC founded by Skype founder Niklas Zennström that leverages founder operating experience in its playbook. Closest founder-led European peer to QuantumLight's Storonsky-led model.

Broad incumbents

• General Catalyst: Large US/global VC with deep founder relationships and operational value-add programs (e.g., Customer Value, Formation). Co-invested with QuantumLight on Tsuga and competes for the same AI infrastructure rounds.
• Andreessen Horowitz: US tech VC operating a multi-fund platform with proprietary content, operating partners, and concentrated AI exposure. Competes with QuantumLight in growth-stage AI rounds like NG.CASH.
• Index Ventures: Established US/European VC with strong SaaS, fintech, and AI portfolios. Comparable as a founder-friendly growth-stage investor competing for similar outlier AI deals.
• Lightspeed Venture Partners: Global multi-stage VC with deep AI, fintech, and enterprise software portfolios. Comparable as a larger player bidding into the same growth-stage rounds QuantumLight targets.

Regional players

• Balderton Capital: Leading European early-stage VC that co-led Fuse Energy's round with QuantumLight. Comparable as a Europe-focused tech investor competing for the same UK and EU seed/Series A deal flow.

Others

• Lowercarbon Capital: Climate-tech-focused VC that co-led Fuse Energy with QuantumLight. Comparable as a thematic, founder-led fund co-investing in the same climate/energy opportunities.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights6 records

Customer concentration

Revenue estimate

Valuation estimate

Number of profiles

Profiles8 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments44 records

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about QuantumLight