Literal Labs Secures £4.6m Seed Investment Led by Northern Gritstone

Deal News | Jun 02, 2025 | Business Cloud

Literal Labs Secures £4.6m Seed Investment Led by Northern Gritstone

Northern Gritstone has spearheaded a £4.6 million seed investment into Literal Labs, a Newcastle University AI spinout company. Led by ex-Arm executive Noel Hurley and co-founded by Dr. Alex Yakovlev and Dr. Rishad Shafik, Literal Labs utilizes the Tsetlin machine approach to develop AI models that are faster, more explainable, and considerably more energy-efficient than traditional neural networks. The company's technology claims to achieve inferencing up to 54 times faster while consuming 52 times less energy compared to conventional methods. This investment is Northern Gritstone's first engagement with Newcastle University, renowned for its cutting-edge technology research. The seed round also saw participation from Mercuri, Sure Valley Ventures, Cambridge Future Tech SPV, and several angel investors. Literal Labs plans to use the funding to expedite product development and bring its first product to market within the year. CEO of Northern Gritstone, Duncan Johnson, expressed enthusiasm for supporting Literal Labs at a time when AI's efficiency is under increasing scrutiny.

Sectors

  • Artificial Intelligence
  • Venture Capital

Geography

  • United Kingdom – The investment and the company, Literal Labs, are based in the UK, specifically Newcastle University.

Industry

  • Artificial Intelligence – Literal Labs operates in the AI sector, particularly focusing on developing energy-efficient AI models using logic-based techniques.
  • Venture Capital – Northern Gritstone's investment in Literal Labs highlights the role of venture capital in funding technology startups.

Financials

  • £4.6 million – The total seed investment amount led by Northern Gritstone into Literal Labs.

Participants

NameRoleTypeDescription
Literal LabsTarget CompanyCompanyA Newcastle-based startup developing energy-efficient AI models using the Tsetlin machine.
Northern GritstoneInvestorCompanyA venture capital firm leading the seed investment into Literal Labs.
Noel HurleyCEOPersonThe ex-Arm executive leading Literal Labs.
Dr. Alex YakovlevCo-FounderPersonCo-founder of Literal Labs, working on AI model development.
Dr. Rishad ShafikCo-FounderPersonCo-founder of Literal Labs, focusing on AI applications and energy efficiency.
MercuriInvestorCompanyParticipant in the seed funding round for Literal Labs.
Sure Valley VenturesInvestorCompanyParticipant in the seed funding round for Literal Labs.
Cambridge Future Tech SPVInvestorCompanyParticipant in the seed funding round for Literal Labs.