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Machine Discovery

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Machine learning technology to accelerate compute-intensive optimisation and simulation tasks

Oxford, United KingdomFounded 2019Semiconductors
Valuation $25–50M Last recorded · 2026
Revenue <$1M Latest reported FY
Headcount <100 Current team size
Total funding $10–50M Disclosed equity funding
Unlock exact values This page shows ranges. Dealroom has the exact numbers for Machine Discovery and the history behind them.

About Machine Discovery

Machine Discovery is a cutting-edge startup that operates in the artificial intelligence (AI) and machine learning sector. The company has recently secured a funding round of £4.5M, indicating strong investor confidence in its business model and future prospects.

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The company's primary offering is a proprietary neural network technology platform that accelerates complex calculations. This technology is unique in its ability to deliver high accuracy results with minimal data input. This is a significant advantage in the AI sector, where data is often the most expensive and time-consuming aspect of operations.

Machine Discovery's platform is designed to serve clients who require fast, accurate prediction and optimisation capabilities. This could include businesses in industries such as finance, logistics, healthcare, and more, where making accurate predictions and optimising processes can lead to significant cost savings and efficiency improvements.

The company's business model is likely based on a software-as-a-service (SaaS) model, where clients pay a subscription fee to access the platform and its capabilities. This model is common in the tech industry and provides a steady stream of recurring revenue.

In summary, Machine Discovery is a promising AI startup with a unique technology platform that can deliver high-quality prediction and optimisation results with minimal data input. The company operates in a growing market and has a scalable business model that could lead to significant growth in the future.

Source: Dealroom company data

At a glance

Status
Operational
Founded
2019
Headquarters
Oxford, United Kingdom
Employees
20
Open positions
None listed
Dealroom signal
71.8/100
Sector
Semiconductors, Developer Tools, Core AI, Spinout, Space Tech, ESA, ESA SME, Future of Computing
Technology
Artificial Intelligence, Hardware, Deep Tech, Machine Learning
Business model
Manufacturing, SaaS
Client focus
b2b

Funding history

4 recorded events

Company financing events and reported valuations.

Deal typeDateAmountValuationInvestorsSource
EARLY VC✓Equity / VC Jul 2026 $9.2M $37M Foresight Group · Business Growth Fund · IP Group ↗
EARLY VC✓Equity / VC Sep 2023 $5.9M $24M Future Planet Capital · Foresight WAE Technology Fund · East Innovate · Business Growth Fund ↗
Showing the latest 2 of 4 recorded eventsBook a demo for the full funding history →

Financials

Revenue over time

Revenue, earnings and other financial measures where available. Years marked “E” are estimates.

YearRevenueGrowth
2026
2025
2024
2023
2022
2021 —
Company filings, research estimates and Dealroom dataBook a demo for the full financial model →

Growth signals

Machine Discovery website traffic

Latest recorded traffic for Machine Discovery is 5.9K monthly website visits, up 11700% over the last three months. Machine Discovery's team grew 5.3% over the past year.

Latest monthly visits5.9K 3-month web change+11700% 1-year team growth+5.3%
Summary metrics are public; monthly history is available with a demoCompare with peers →

Similar companies

Closest operating peers by Dealroom taxonomy

Company identity and context are open; selected comparison metrics preview what is available on the platform.

Showing 8 of the closest matchesCompare every metric →

Investments and acquisitions

Capital deployed

Recent portfolio relationships for companies that also act as investors or acquirers.

Investors

14 investors on the cap table

From Dealroom's funding and investor records, grouped by the round each investor first entered.

Series A8 investors entered at this stage

  • Foresight Group
  • Williams Advanced Engineering
  • Future Planet Capital
  • Foresight WAE Technology Fund
  • East Innovate
  • Business Growth Fund
  • Oxford Technology
  • IP Group

Other known investors6 additional known investors

  • Oxford University Innovation
  • University of Oxford
  • Bill Yost
  • OUI Startup Incubator
  • Parkwalk Advisors
  • University of Bristol Enterprise Fund
Team profiled 8 named & role-tagged
Founders Hidden — book a demo/100 quality score
Key operators 5 quality Hidden — book a demo/100
Potential founders Hidden — book a demo likely future founders
Startup mafia Hidden — book a demo alumni-founded startups
Talent movements Hidden — book a demo in · Hidden — book a demo out past 12 months

Source: Dealroom Talent Intelligence.

Global footprint

Workforce and web traffic by country
Workforce by country
2 countries with
team presence
🇬🇧 United Kingdom87.5%
🇺🇸 United States12.5%
2 countries shown

Market sentiment

Posts on X, past 7 days

An AI-synthesised read of the highest-engagement posts about Machine Discovery on X, ranked by likes and reposts, corporate channels excluded.

Reading the room on X — pulling top posts and synthesizing themes…

Source: X recent search ranked by engagement (likes + retweets) · Synthesis by Claude · Cached for 1 hour

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