{
 "source": "Cledara SaaS Market Data",
 "page": "https://data.cledara.com/startups/united-kingdom/ai-platforms-and-model-ops",
 "updated": "2026-10-21",
 "publicationId": "bd84a6d72cf2279f6c257823503956716d74bc7f01e40240035cc5edd4746478",
 "contentModified": "2026-10-21T12:18:18.932Z",
 "exportVersion": 2,
 "observationThrough": "2026-10",
 "license": "https://creativecommons.org/licenses/by-nc/4.0/",
 "columns": [
  "rank",
  "product",
  "category",
  "subcategory",
  "founded_year",
  "employee_range",
  "funding_range",
  "hq",
  "canonical_city",
  "canonical_region",
  "country_code",
  "city_id",
  "rank_change_12m_activity",
  "url",
  "global_spend_share_pct",
  "global_activity_rank",
  "observation_month",
  "ranking_basis",
  "description"
 ],
 "rows": [
  {
   "rank": 1,
   "product": "Requesty",
   "category": "AI Platforms & Model Ops",
   "subcategory": "AI Platform",
   "founded_year": 2023,
   "employee_range": "2-10 employees",
   "funding_range": "$1M - $5M",
   "hq": "London",
   "canonical_city": "London",
   "canonical_region": null,
   "country_code": "GB",
   "city_id": "GB:_:london",
   "rank_change_12m_activity": null,
   "url": "https://requesty.ai/",
   "global_spend_share_pct": 0.00413029636209775,
   "global_activity_rank": 701,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Requesty provides an API platform that routes requests to multiple large-language-model providers through a single interface. It enables customers to manage usage, logging, performance, and data handling across LLMs."
  },
  {
   "rank": 2,
   "product": "V7",
   "category": "AI Platforms & Model Ops",
   "subcategory": "ML Ops & Model Training",
   "founded_year": 2018,
   "employee_range": "51-200 employees",
   "funding_range": "$25M - $50M",
   "hq": "London, England",
   "canonical_city": "London",
   "canonical_region": null,
   "country_code": "GB",
   "city_id": "GB:_:london",
   "rank_change_12m_activity": 301,
   "url": "https://v7labs.com/",
   "global_spend_share_pct": 0.0027458044292518026,
   "global_activity_rank": 1357,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "V7 is an AI Training Data platform that allows you to label and annotate data and automate data pipelines."
  },
  {
   "rank": 3,
   "product": "Agemo AI ",
   "category": "AI Platforms & Model Ops",
   "subcategory": "AI Agents & Automation",
   "founded_year": 2024,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "London",
   "canonical_city": "London",
   "canonical_region": null,
   "country_code": "GB",
   "city_id": "GB:_:london",
   "rank_change_12m_activity": null,
   "url": "https://agemo.ai/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Agemo AI develops an AI-platform that converts natural language descriptions into production-ready software tools. The company offers access to its platform via a web interface to enable non-technical users to build and deploy software automations."
  },
  {
   "rank": 4,
   "product": "atla",
   "category": "AI Platforms & Model Ops",
   "subcategory": "ML Ops & Model Training",
   "founded_year": 2023,
   "employee_range": "2-10 employees",
   "funding_range": "$5M - $10M",
   "hq": "London",
   "canonical_city": "London",
   "canonical_region": null,
   "country_code": "GB",
   "city_id": "GB:_:london",
   "rank_change_12m_activity": null,
   "url": "https://atla-ai.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "atla is a platform dedicated to the evaluation and testing of generative AI applications. It provides tools that enable developers to conduct fast and accurate evaluations of AI model outputs, helping them to ship reliable and safe AI applications more quickly."
  },
  {
   "rank": 5,
   "product": "Chalkie",
   "category": "AI Platforms & Model Ops",
   "subcategory": "Other",
   "founded_year": 2024,
   "employee_range": "2-10 employees",
   "funding_range": "$1M - $5M",
   "hq": "london",
   "canonical_city": "London",
   "canonical_region": null,
   "country_code": "GB",
   "city_id": "GB:_:london",
   "rank_change_12m_activity": null,
   "url": "https://chalkie.ai/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Chalkie is an AI-powered platform designed to assist educators in quickly generating curriculum-aligned lesson plans, slideshows, worksheets, and class activities. It allows teachers to customize and differentiate instructional materials based on state standards, individual student learning needs, or existing resource files."
  },
  {
   "rank": 6,
   "product": "Doubleword",
   "category": "AI Platforms & Model Ops",
   "subcategory": "ML Ops & Model Training",
   "founded_year": 2021,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "London",
   "canonical_city": "London",
   "canonical_region": null,
   "country_code": "GB",
   "city_id": "GB:_:london",
   "rank_change_12m_activity": null,
   "url": "https://doubleword.ai/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Doubleword is an enterprise AI platform that helps organizations deploy, manage, and secure large language models and generative AI applications within their own infrastructure. It provides tooling for model serving, governance, and integration for production AI use cases."
  },
  {
   "rank": 7,
   "product": "Fancy",
   "category": "AI Platforms & Model Ops",
   "subcategory": "AI Development Tools",
   "founded_year": 2020,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "London",
   "canonical_city": "London",
   "canonical_region": null,
   "country_code": "GB",
   "city_id": "GB:_:london",
   "rank_change_12m_activity": null,
   "url": "https://fancyapp.live/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null
  },
  {
   "rank": 8,
   "product": "Humanloop",
   "category": "AI Platforms & Model Ops",
   "subcategory": "ML Ops & Model Training",
   "founded_year": 2020,
   "employee_range": "11-50 employees",
   "funding_range": "$1M - $5M",
   "hq": "London",
   "canonical_city": "London",
   "canonical_region": null,
   "country_code": "GB",
   "city_id": "GB:_:london",
   "rank_change_12m_activity": null,
   "url": "https://humanloop.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Humanloop is a platform that assists developers in building applications using large language models, primarily focusing on data labeling and annotation for machine learning tasks."
  },
  {
   "rank": 9,
   "product": "Neuphonic",
   "category": "AI Platforms & Model Ops",
   "subcategory": "LLM Providers & APIs",
   "founded_year": 2024,
   "employee_range": "2-10 employees",
   "funding_range": "$1M - $5M",
   "hq": "London",
   "canonical_city": "London",
   "canonical_region": null,
   "country_code": "GB",
   "city_id": "GB:_:london",
   "rank_change_12m_activity": null,
   "url": "https://neuphonic.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Neuphonic provides real-time voice AI services such as text-to-speech, voice cloning, and programmable voice agents through an API. The platform is used by developers and enterprises that require low-latency, natural-sounding voices for support, sales, and conversational AI applications."
  },
  {
   "rank": 10,
   "product": "Polaron",
   "category": "AI Platforms & Model Ops",
   "subcategory": "AI Development Tools",
   "founded_year": 2023,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "London",
   "canonical_city": "London",
   "canonical_region": null,
   "country_code": "GB",
   "city_id": "GB:_:london",
   "rank_change_12m_activity": null,
   "url": "https://polaron.ai/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Polaron is a platform that uses artificial-intelligence and microstructural image data to accelerate the design and optimisation of advanced materials. It converts image-based data into 3D representations and uses AI-driven optimisation to reduce the time, cost, and number of prototypes needed for new material development. "
  },
  {
   "rank": 11,
   "product": "Speechmatics",
   "category": "AI Platforms & Model Ops",
   "subcategory": "LLM Providers & APIs",
   "founded_year": 2006,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Cambridge",
   "canonical_city": "Cambridge",
   "canonical_region": null,
   "country_code": "GB",
   "city_id": "GB:_:cambridge",
   "rank_change_12m_activity": null,
   "url": "https://speechmatics.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null
  },
  {
   "rank": 12,
   "product": "Stability AI",
   "category": "AI Platforms & Model Ops",
   "subcategory": "AI Platform",
   "founded_year": 2020,
   "employee_range": "51-200 employees",
   "funding_range": "$100M - $250M",
   "hq": "London, England",
   "canonical_city": "London",
   "canonical_region": null,
   "country_code": "GB",
   "city_id": "GB:_:london",
   "rank_change_12m_activity": null,
   "url": "https://stability.ai/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Stability AI is a company specializing in generative AI models such as Stable Diffusion for text-to-image generation, video, audio, and 3D content creation. Their models are open-access, promoting innovation across various applications."
  },
  {
   "rank": 13,
   "product": "thymia",
   "category": "AI Platforms & Model Ops",
   "subcategory": "AI Development Tools",
   "founded_year": 2020,
   "employee_range": "11-50 employees",
   "funding_range": "$1M - $5M",
   "hq": "London, England",
   "canonical_city": "London",
   "canonical_region": null,
   "country_code": "GB",
   "city_id": "GB:_:london",
   "rank_change_12m_activity": null,
   "url": "https://thymia.ai/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "thymia develops tools that capture voice, video, and behavioural data to generate digital mental health biomarkers for assessing mental health conditions, symptoms and wellbeing. Its products include a wellness-suite (Helios) and a clinical-assessment suite (Apollo, currently investigational), with APIs and plugins enabling embedding of its activities and media-data models. "
  },
  {
   "rank": 14,
   "product": "Trubrics",
   "category": "AI Platforms & Model Ops",
   "subcategory": "ML Ops & Model Training",
   "founded_year": 2021,
   "employee_range": "2-10 employees",
   "funding_range": "Under $1M",
   "hq": "London",
   "canonical_city": "London",
   "canonical_region": null,
   "country_code": "GB",
   "city_id": "GB:_:london",
   "rank_change_12m_activity": null,
   "url": "https://trubrics.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Trubrics is a platform that collects user feedback on machine learning models through in-app widgets and dashboards. It helps teams track model performance, monitor user trust, and manage feedback data."
  },
  {
   "rank": 15,
   "product": "Voicify",
   "category": "AI Platforms & Model Ops",
   "subcategory": "AI Assistants & Copilots",
   "founded_year": 2018,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "London",
   "canonical_city": "London",
   "canonical_region": null,
   "country_code": "GB",
   "city_id": "GB:_:london",
   "rank_change_12m_activity": null,
   "url": "https://voicify.ai/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Voicify is a platform that empowers users to create AI-driven voice experiences in seconds."
  }
 ]
}