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MLOps, deployment and inference
13 records Generated from this page's data. Click a name to open its panel on the Software and tools page. Records resting on one source are tagged "one source".| Record | What it is | Place | Links | Confidence |
|---|---|---|---|---|
| BoltzbitCompanies | London start-up whose platform lets businesses build AI models without writing code.machine-learning platforms | London (registered office) (NW1 3AD) | Companies House · uktech.news/ai/boltzbit-seed-funding-20220316 · find-and-update.company-information.service.gov. · find-and-update.company-information.service.gov. | verified |
| CallosumCompanies · also on Chips and hardware | Builds software that matches each AI task to the best mix of chips and computers to run it.AI compute orchestrationProfile
Round 6 deep profile (30 Oct 2026), as the researchers wrote it; sources are listed in the record panel. | London | Companies 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 |
| Canonical (AI and MLOps products)Companies | London-dated publisher of Ubuntu that ships Charmed Kubeflow and other open-source tools for training and serving AI models.open-source MLOps stackKey facts Charmed Kubeflow certified under NVIDIA DGX-Ready Software (2023-03-21); Charmed Kubeflow 1.9 GA with NVIDIA NIM and Triton serving (2024-08-01); Ubuntu certified on Qualcomm Dragonwing IQ-8275 edge AI kit (2026-09-08) | London (dateline) | canonical.com/blog/scale-enterprise-ai-with-cano · canonical.com/blog/kubeflow-1-9-ga | one source |
| InephanyCompanies | Software that optimises how large language models are trained, to cut training costs.machine-learning infrastructure | London (WC2B 6NH) | Companies House · uktech.news/ai/inephany-raises-1-7m-to-optimise- · find-and-update.company-information.service.gov. · find-and-update.company-information.service.gov. | verified |
| LocaiCompanies | Makes software that runs AI on a company's or user's own devices instead of in the cloud, to make costs fixed.on-device AI inference | Cardiff (CF11 6BH) | Companies House · uktech.news/ai/locai-raises-1m-to-develop-its-of · find-and-update.company-information.service.gov. · find-and-update.company-information.service.gov. | verified |
| Luffy AICompanies | Develops neural-network technology designed to give more AI capability per watt of power used. | digicatapult.org.uk/about/press-releases/post/la | one source | |
| mlopCompanies | Open-source experiment-tracking platform for teams training machine-learning models.ML experiment trackingKey facts Team size 2 (YC profile, 2026-10); YC Spring 2025 batch; GitHub org mlop-ai | London | ycombinator.com/companies/mlop | one source |
| NorthflankCompanies | London developer platform that runs apps, databases and GPU AI workloads on its cloud or a customer's own cloud.developer platform with GPUsKey facts 35,000+ developers, 1m+ container deployments a month (2024 review); 18+ GPU types incl. NVIDIA H100, H200, B200, GB300 (product page, 2026-10); customers named: Sentry, Writer, Weights, Chai Discovery | London | northflank.com/blog/northflank-raises-22m-to-mak · northflank.com/blog/northflank-2024-pr-merged-ap | one source |
| PlexeCompanies | Open-source agent that turns a written problem description into a trained ML model served behind an API.prompt-to-model agentKey facts Team size 2 (YC profile, 2026-10); YC Spring 2025 batch; launch post created 2025-05-21 | London | ycombinator.com/companies/plexe · ycombinator.com/launches/NZ7-plexe-build-ml-mode | one source |
| RunLocal AICompanies | AI agents that tune models to run on in-vehicle and robot chips such as NVIDIA Orin and Qualcomm.edge inference optimisationKey facts Team size 3 (YC profile, 2026-10); YC Summer 2024 batch; investors named: Y Combinator, 468 Capital | London | ycombinator.com/companies/runlocal-ai | one source |
| SeldonCompanies | Made software for putting machine-learning models into live use, serving their answers and monitoring them; bought by US firm TrueFoundry in 2026. acquiredMLOpsProfile
Round 6 deep profile (30 Oct 2026), as the researchers wrote it; sources are listed in the record panel. | London (EC4N 6EU, liquidator's address) | Companies House · truefoundry.com/ar/press-room/truefoundry-acquir · sdxcentral.com/news/truefoundry-snaps-up-seldon- · find-and-update.company-information.service.gov. · uktech.news/ai/seldon-series-b-funding-20230316 | verified |
| SmallSparkCompanies | Software for running low-power AI on embedded devices: deploying, managing and tuning machine-learning models at the edge. | Cardiff (—) | cloud.google.com/blog/topics/startups/announcing | one source |
| UnifyCompanies | Started with a router sending each prompt to the best LLM provider; now building models that keep learning.LLM routing; continual learningKey facts Team size 3 (YC profile, 2026-10); YC Winter 2023 batch | London | ycombinator.com/companies/unify | one source |