Businesses looking to add machine learning to mobile or web products need more than model development alone. The companies below combine ML, data science, software engineering, and app development, with different strengths across fintech, healthcare, retail, enterprise software, and other sectors.
1. Itexus
Itexus develops custom software, web and mobile applications, and machine learning solutions for clients across the UK and other international markets. The company is headquartered in the United States and has development offices in Europe, while its published market coverage includes the UK. Its ML work includes predictive analytics, fraud detection, credit scoring, portfolio analytics, recommendation engines, and other AI capabilities.
For app projects, Itexus works with native and cross-platform technologies including Swift, Kotlin, Flutter, and React Native. Its portfolio also includes AI-based financial data analytics and mobile applications, making the company particularly relevant to regulated products and data-heavy applications.
Key Facts
- Best for: Fintech and enterprise applications with ML requirements
- Core services: Machine learning app development, mobile app development, AI consulting, custom software development
- Specialization: Fintech software and data-intensive applications
- Industries: Fintech, healthcare, retail, hospitality, education
- Location: United States, with development offices in Europe and UK market coverage
Contact Information
- Website: itexus.com
- Email: [email protected]
- Address: 8, The Green, STE road, Dover, DE 19901
- Facebook: www.facebook.com/itexus
- Instagram: www.instagram.com/itexus.soft
- LinkedIn: www.linkedin.com/company/itexus-fintech-software
- Twitter: x.com/ItexusSoft
2. A-listware
A-listware combines software engineering, mobile application development, data science, and machine learning. Its technology offering covers iOS, Android, React Native, Flutter, Python, TensorFlow, Keras, Scikit-learn, OpenCV, and other ML-related technologies. The company also provides AI and ML services such as predictive analytics, personalization engines, demand forecasting, speech recognition, and computer vision.
For UK customers, A-listware provides mobile and software development services and has a UK address in St. Leonards-on-Sea. Its published UK work includes enterprise mobile applications where AI and machine learning can be integrated with existing business systems.
Key Facts
- Best for: Businesses combining mobile development with ML or data engineering
- Core services: Mobile apps, custom software, AI/ML, data science, computer vision
- Specialization: Dedicated development teams and data-driven software
- Industries: Healthcare, travel, logistics, professional services, retail
- Location: St. Leonards-on-Sea, UK
Contact Information
- Website: a-listware.com
- Email: [email protected]
- Phone: +44 (0)142 439 01 40
- Address: St. Leonards-On-Sea, TN37 7TA, UK
- Facebook: www.facebook.com/alistware
- LinkedIn: www.linkedin.com/company/a-listware
3. Magora
Magora is a London-based software development company that works across mobile applications, web products, and AI and machine learning. Its current AI and ML practice covers deep learning models, RAG pipelines, AI agents, fine-tuned open-source models, and integrations with major AI platforms. The company also develops native iOS, Android, and cross-platform applications.
The combination of product discovery, mobile engineering, and ML makes Magora relevant to businesses that want machine learning incorporated into a complete digital product rather than delivered as an isolated model. The company states that it has been operating in London since 2010 and is headquartered in Shoreditch.
Key Facts
- Best for: UK businesses building mobile products with AI or ML features
- Core services: Mobile apps, custom software, AI and ML, product discovery
- Specialization: Digital product development
- Industries: Enterprise and consumer products
- Location: London, UK
Contact Information
- Website: magora.co.uk
- Email: [email protected]
- Phone: +44 20 7183 5820
- Address: Unit 4.01, 4th Floor, The Tea Building, 56 Shoreditch High St, London E1 6JJ
- LinkedIn: www.linkedin.com/company/magora
4. Apadmi
Apadmi is a UK mobile product company with a data science and analytics practice focused specifically on mobile products. Its services include predictive analytics and machine learning for use cases such as churn prediction, demand forecasting, anomaly detection, segmentation, and personalization.
The company connects its data science work directly to mobile product development. This is useful for businesses that already have an app and want to use behavioral data for recommendations, personalization, retention, or other product improvements. Apadmi also publishes material on applying AI and ML to mobile UX, fraud detection, and retail applications.
Key Facts
- Best for: Mobile products that need predictive analytics and personalization
- Core services: Mobile development, data science, predictive analytics, machine learning
- Specialization: Data-driven mobile experiences
- Industries: Retail, financial services, transport, consumer services
- Location: London, UK
Contact Information
- Website: www.apadmi.com
- Email: [email protected]
- Phone:+44 (0)208 050 1945
- Address: Hamilton House, Mabledon Place, London, United Kingdom, WC1H9BB
- LinkedIn: www.linkedin.com/company/apadmi-ltd
- Instagram: www.instagram.com/apadmi
5. Stakk
Stakk focuses on mobile app development and has published material covering AI and machine learning in software and application development. Its ML-related work includes predictive analytics, personalization, behavioral analysis, recommendations, and other intelligent application features.
The company is particularly relevant when machine learning needs to operate inside a mobile product. Its published UK market information identifies Stakk as a London mobile app company with experience building applications and integrating AI-powered capabilities into mobile experiences.
Key Facts
- Best for: Mobile-first products requiring ML features
- Core services: Mobile app development, AI and ML, software development
- Specialization: AI-enabled mobile applications
- Industries: Finance, healthcare, marketing, consumer applications
- Location: London, UK
Contact Information
- Website: stakk.co.uk
- Email: [email protected]
- Phone: +44 20 3314 4040
- Address: 37 Lombard Street, 6th Floor, London, EC3V 9BQ, GB
- LinkedIn: www.linkedin.com/company/stakk
- Instagram: www.instagram.com/stakkhq
6. Tiksom
Tiksom is headquartered in Manchester and offers both AI/ML software development and mobile application development. Its technology stack includes Python, data science, machine learning, React, and other web and mobile technologies. The company also works on custom software, enterprise development, DevOps, and product engineering.
Its portfolio includes mobile projects built with React Native and applications involving connected devices and real-time data. This combination can be relevant for products where machine learning needs to work alongside mobile interfaces, APIs, IoT infrastructure, or existing business software.
Key Facts
- Best for: UK businesses combining ML with custom mobile or enterprise software
- Core services: AI/ML, mobile apps, custom software, DevOps
- Specialization: Product engineering and digital transformation
- Industries: Fintech, healthcare, education, travel, ecommerce
- Location: Manchester, UK
Contact Information
- Website: tiksom.co.uk
- Email: [email protected]
- Phone: +44 (0) 161 604 9631
- Address: 651 Mauldeth Road West, Chorlton, Manchester, M21 7SA, UK
- LinkedIn: www.linkedin.com/company/tiksomlimited
- Instagram: www.instagram.com/tiksomlimited
- Facebook: www.facebook.com/tiksomlimited
7. Pixelfield
Pixelfield provides machine learning development focused on classical ML rather than treating every problem as a generative AI use case. Its published services cover prediction, classification, anomaly detection, forecasting, and recommendation systems, with an emphasis on taking models into production.
The company positions its work around business metrics, data quality, and ongoing model performance. That makes it relevant to teams that already know the business problem they want ML to solve and need help turning available data into a production application or decision-making system.
Key Facts
- Best for: Predictive and analytical ML applications
- Core services: Machine learning, analytics, prediction, recommendation systems
- Specialization: Classical ML and production deployment
- Industries: Data-driven businesses and operational teams
- Location: London, UK market
Contact Information
- Website: pixelfield.eu
- Email: [email protected]
- Phone: +44 7810 724425
- Address: Spaces City Road, Epworth House, 25, City Road England, EC1Y 1AA
- LinkedIn: www.linkedin.com/company/pixelfield
- Instagram: www.instagram.com/pixelfield
- Twitter: x.com/hellopixelfield
8. Emvigo
Emvigo is a software and AI company included among current UK machine learning providers, with services covering custom ML development, predictive analytics, NLP, computer vision, and ML integration. Its published work also includes mobile product development with machine learning components.
The company has worked across healthcare, fintech, ecommerce, and wellness. One published example involves a mobile application and ecommerce platform incorporating ML-based genetic analysis and face-age detection, showing how its machine learning capabilities can be integrated into consumer-facing applications rather than kept separate from the product.
Key Facts
- Best for: SMEs and scale-ups developing ML-enabled products
- Core services: ML development, predictive analytics, NLP, computer vision, app development
- Specialization: Business-focused machine learning
- Industries: Healthcare, fintech, ecommerce, wellness
- Location: UK and India
Contact Information
- Website: emvigotech.com
- Email: [email protected]
- Phone: +44 (0) 78248 28960
- Address: Unit 12a, Building 2, Canonbury Yard, 190 New North Road, Islington, London, NI 7BJ, United Kingdom
- LinkedIn: www.linkedin.com/company/emvigo-technologies-pvt-ltd
- Facebook: www.facebook.com/emvigotechnologies
- Twitter: x.com/Emvigo
9. N-iX
N-iX is a global software engineering company with machine learning and enterprise AI capabilities serving the UK market. Its ML work covers model development, deep learning, data pipelines, and machine learning infrastructure. The company is particularly suited to larger projects where ML needs to connect with broader enterprise systems and data environments.
Its broader engineering capabilities allow ML development to sit alongside custom software engineering, cloud work, and data infrastructure. This makes it a potential fit for enterprises that need more than an isolated prototype and require a larger engineering team around the machine learning component.
Key Facts
- Best for: Enterprise machine learning infrastructure
- Core services: Machine learning, AI, software engineering, data infrastructure
- Specialization: Enterprise-scale ML systems
- Industries: Manufacturing, fintech, telecommunications, enterprise services
- Location: Global, with UK market presence
Contact Information
- Website: www.n-ix.com/contacts
- Email: [email protected]
- Phone: +442037407669
- Address: London EC3A 7BA, 6 Bevis Marks
- LinkedIn: www.linkedin.com/company/n-ix
- Facebook: www.facebook.com/N.iX.Company
- Twitter: x.com/N_iX_Global
10. Digica
Digica is a UK technology company with a focus on AI, deep learning, computer vision, and software engineering. Current UK market research identifies its Nottingham operation as particularly relevant to projects involving computer vision, neural networks, predictive maintenance, and other research-intensive ML applications.
Its combination of commercial software development and applied machine learning makes the company a candidate for technically demanding products. Projects involving industrial data, visual inspection, connected assets, or other complex ML applications can benefit from having software engineering and model development handled within the same engagement.
Key Facts
- Best for: Deep learning and computer vision projects
- Core services: AI, machine learning, software engineering, computer vision
- Specialization: Applied ML and R&D-heavy projects
- Industries: Industrial and technology sectors
- Location: Manchester, UK
Contact Information
- Website: digica.com
- Email: [email protected]
- Phone: +44 (0) 208 126 1156
- Address: Office NN, The ClassRooms, Stanley Square, Sale, Manchester, M33 7ZZ United Kingdom
- LinkedIn: www.linkedin.com/company/digicasolutions
- Twitter: x.com/digica_ai
11. Transparity
Transparity is a UK technology company with a strong Microsoft and Azure focus. Current UK machine learning listings identify the company with Azure ML and MLOps capabilities, making it relevant to organisations already working within the Microsoft cloud ecosystem.
For businesses developing ML-enabled applications, cloud infrastructure is often as important as the model itself. Azure-based data pipelines, model deployment, monitoring, and application integration can form part of a broader implementation, particularly for organisations with existing Microsoft environments.
Key Facts
- Best for: Microsoft and Azure-based ML projects
- Core services: Azure, machine learning, MLOps, cloud services
- Specialization: Microsoft cloud and enterprise technology
- Industries: Enterprise organisations and regulated businesses
- Location: London, UK
Contact Information
- Website: www.transparity.com
- Email: [email protected]
- Phone: 01202 139256
- Address: 2 Kingdom Street, Paddington Central, London W2 6BD
- LinkedIn: www.linkedin.com/company/transparity
12. Mind Foundry
Mind Foundry is an Oxford-based AI company founded by AI and machine learning researchers from the University of Oxford. Its work focuses on applied machine learning for high-stakes environments, including systems that process multimodal sensor data and support decision-making under uncertainty.
The company is more specialized than a general-purpose app development agency. Its strengths are relevant to applications where model performance, explainability, deployment, and responsible AI are central requirements. Mind Foundry also develops solutions for infrastructure, defence, and national security use cases.
Key Facts
- Best for: High-stakes machine learning applications
- Core services: Applied ML, responsible AI, decision-support systems
- Specialization: Sensor data, probabilistic modelling, high-stakes AI
- Industries: Defence, infrastructure, national security
- Location: Oxford, UK
Contact Information
- Website: www.mindfoundry.ai
- Email: [email protected]
- Phone: +44 1865 538 371
- Address: Ewert House, Ewert Place, Oxford, OX2 7DD, UK
- LinkedIn: www.linkedin.com/company/mind-foundry
13. Simform
Simform is a software development company offering custom software, mobile application development, AI development, and machine learning services to UK clients. Current UK listings identify machine learning as one of its focus areas, alongside computer vision, recommendation systems, NLP, and conversational AI.
The company can therefore fit projects where machine learning is one component of a broader mobile or software platform. Its service mix includes mobile app development and enterprise application modernization, which can be useful when an existing product needs new ML functionality rather than being rebuilt entirely.
Key Facts
- Best for: Custom software and mobile applications with ML components
- Core services: Mobile apps, custom software, AI, machine learning, cloud
- Specialization: Full-cycle software development
- Industries: Enterprise and technology businesses
- Location: Serves the UK, including London and Manchester
Contact Information
- Website: www.simform.com
- LinkedIn: www.linkedin.com/company/simform
- Facebook: www.facebook.com/simform
- Twitter: x.com/simform
14. Techgropse
Techgropse provides mobile app development and AI development services and is listed among current machine learning providers serving Manchester and the wider UK market. Its published service mix includes mobile applications, AI integration, NLP, recommendation systems, cognitive computing, robotics, and machine learning.
The company is a relevant option for projects where ML functionality needs to be embedded into a consumer or business application. Its focus on mobile development makes it particularly suitable when the application itself is the primary product and machine learning supports features such as recommendations, automation, intelligent interaction, or data-driven personalisation.
Key Facts
- Best for: Mobile applications with integrated AI and ML features
- Core services: Mobile app development, AI, machine learning, custom software
- Specialization: AI-enabled mobile applications
- Industries: Consumer and business applications
- Location: Serves Manchester and the UK market
Contact Information
- Website: www.techgropse.co.uk
- Email: [email protected]
- Phone: +1 267 327 4760
- Address: Ste 2025, 125 Deansgate, Manchester M3 2BY, UK
- LinkedIn: www.linkedin.com/company/techgropse
- Instagram: www.instagram.com/techgropse
- Facebook: www.facebook.com/techgropse
- Twitter: x.com/techgropse
Conclusion
The UK has a broad range of machine learning app development companies with experience in AI-powered mobile applications, predictive analytics, computer vision, natural language processing, and intelligent automation. The right choice depends on the project’s scope, from integrating ML features into existing mobile apps to building custom AI solutions, recommendation systems, and data-driven platforms. Companies such as Itexus, A-listware, and other providers in the comparison cover different areas of machine learning and mobile app development, so it is useful to compare their ML expertise, mobile capabilities, industry experience, UK presence, and ability to support the required integrations before selecting a development partner.