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AI accelerators and processors

13 records Generated from this page's data. Click a name to open its panel on the Chips and hardware page. Records resting on one source are tagged "one source".
RecordWhat it isPlaceLinksConfidence
AMD (as investor)Investors and funds · also on Investors, Big tech in the UKThe US chip company; an investor in Recursive Superintelligence and, through AMD Ventures, CuspAI.tech.eu/2026/05/13/recursive-superintelligence-e · tech.eu/2026/07/20/jeff-bezos-and-sovereign-ai-b · gov.uk/government/news/britain-powers-ahead-on-a · gov.uk/government/news/a-decisive-shift-to-powerone source
CallosumCompanies · also on Software and toolsBuilds software that matches each AI task to the best mix of chips and computers to run it.AI compute orchestration
Profile
Founded
2026 (UKTN roundup, 2026-08-21)
Founders
Jascha Achterberg — co-founder; Danyal Akarca — co-founder (both Cambridge-trained scientists who met during their PhDs)
Hq
London (England: London)
What it does
Systems software for mixed ("heterogeneous") computing: it sends each AI task to the cheapest suitable model and chip, and lets different AI models work together across different chip types.
Products
systems-level software for heterogeneous AI compute — 2026
Partnerships
Advanced Research and Invention Agency (ARIA) — investor — 2026-02
Rounds found
2026-02-26 — round (stage not stated) — 10.25m USD (7.5m GBP) — Plural — ARIA, angels; 2026-04-17 — UK Sovereign AI Fund names Callosum as its first investment (amount not stated); 2026-08-20 — Seed — 100m USD (73.5m GBP) — Atomico — Plural, DCVC, UK Sovereign AI Fund, angels (already DEAL-X-031 / DEAL-INV-002 / DEAL-SW-049 — three ids for one round)
Status now
Active; London systems-software company that raised a 100m USD seed in August 2026, the UK Sovereign AI Fund's first investment.
Confidence
single_source (all trade; no primary page opened)

Round 6 deep profile (30 Oct 2026), as the researchers wrote it; sources are listed in the record panel.

LondonCompanies House · uktech.news/funding/uk-tech-funding-roundup-this · find-and-update.company-information.service.gov. · gov.uk/government/publications/uk-ai-hardware-pl · gov.uk/government/news/ai-firms-pioneering-drug-one source
Codasip UKCompaniesCustom RISC-V processor IP and CheriBSD/CHERI-RISC-V secure processor cores, with a major engineering hub in Bristol.Bristol—one source
HyperCIMCompaniesFounded Dec 2023; fabless compute-in-memory (CIM) AI inference accelerator startup eliminating the von Neumann bottleneck.London/EssexCompanies Houseone source
MignonCompaniesChipStart UK cohort 1 start-up designing more energy-efficient chips for running AI models on devices.siliconcatalyst.uk/helping-parkinsons-patients-a · siliconcatalyst.uk/sicuk-companiesone source
Normal Computing UKCompaniesUK arm of Normal Computing; ARIA Scaling Compute team building "thermodynamic computing" units for AI hardware.aria.org.uk/insights/a-deep-dive-on-scaling-comp · eenewseurope.com/en/66m-for-uk-ai-hardware-projeverified
Rain AI UKCompaniesUK team of US AI-chip firm Rain AI; two ARIA Scaling Compute projects on energy-minimising learning and resistive-network compute. active (see Gaps)aria.org.uk/insights/a-deep-dive-on-scaling-comp · eenewseurope.com/en/66m-for-uk-ai-hardware-projeverified
RED SemiconductorCompaniesFabless start-up that has designed the VISC (Vector+RISC) processor, pitched at efficient edge AI; ChipStart UK cohort 1.siliconcatalyst.uk/portfolio-companiesone source
RigpaCompaniesEdinburgh start-up developing a neuromorphic AI chip; ChipStart UK cohort 2.Edinburgheenewseurope.com/en/11-chip-companies-for-secondone source
Secqai LtdCompanies · also on Start-upsDeveloping a neuromorphic computing unit for ultra-low-power AI, funded under the AI for Decarbonisation programme. active (DESNZ grant)Londongov.uk/government/publications/artificial-intellone source
SignaloidCompaniesCambridge company in ARIA's Scaling Compute programme working on a CMOS digital "thermodynamic" AI hardware accelerator for linear algebra.Cambridgeeenewseurope.com/en/66m-for-uk-ai-hardware-proje · aria.org.uk/insights/a-deep-dive-on-scaling-compverified
Snowcap ComputeCompaniesDeveloping superconducting cryogenic AI inference processors using niobium titanium nitride for ultra-low-energy data-centre AI inference (led by ex-Arm CEO Simon Segars).Cambridge/US—one source
VyperCoreCompaniesFounded by Russell Haggar and Ed Nutting; developing hardware-accelerated memory-management and garbage-collection processor technology that speeds up general-purpose and AI data-centre workloads by up to 5x while guaranteeing memory safety (£4M+ seed led by Octopus Ventures).Bristol / Cambridge—one source

Tile photo: Gigabyte GTX 1660 Ti graphics card (51993493927), Chi Ho Chan from Hong Kong, CC BY 2.0 (Wikimedia Commons).