AI experts for strategy, architecture, R&D and complex delivery
Work with AI architects, ML and LLM engineers, data scientists and researchers on strategy, architecture, R&D and critical delivery. We can review a decision, prove an approach, or work alongside your team until the problem is solved.
Where specialist AI expertise helps
Bring experts in when the problem is technically uncertain, cross-functional or costly to get wrong. The engagement starts with a decision or technical question, not a request for generic AI transformation.
01
AI Strategy & Prioritisation
Turn business objectives into a small portfolio of AI opportunities. We assess value, feasibility, data, risk and operating cost before recommending what to pursue, postpone or test.
02
Architecture & Design Review
Review model, data, integration, security and deployment choices before they become expensive to change. We document assumptions, trade-offs and decisions for the delivery team.
Use experts where uncertainty is expensive
Sometimes the right deliverable is not a large project. It may be a benchmark, architecture decision, prototype, technical review or a short period of senior engineering support that removes a critical unknown.
03
R&D & Prototyping
Test novel or uncertain approaches with working code, representative data and measurable acceptance criteria before committing to production engineering.
04
Embedded Expert Support
Add a senior AI specialist to work with your product or engineering team on a defined technical problem, with clear ownership, concrete outputs and knowledge transfer.
What good AI advisory looks like
Advice is useful when it changes a decision and survives contact with the real system. We combine analysis with technical evidence, and make assumptions and trade-offs explicit.
Recommendations should be tied to evidence: system constraints, representative data, benchmarks, prototypes or documented risk — not to a preferred vendor or model.
Evidence before recommendation
Benchmark → prototype → decision
Recommendations should be tied to evidence: system constraints, representative data, benchmarks, prototypes or documented risk — not to a preferred vendor or model.
Evidence before recommendation
Benchmark → prototype → decision
Independent
of one model
We compare model families, providers and deployment patterns against the requirements instead of treating one platform as the default answer.
When a question is technical, we go hands-on: inspect the architecture, run experiments, review code or build a prototype rather than stopping at a slide deck.
When a question is technical, we go hands-on: inspect the architecture, run experiments, review code or build a prototype rather than stopping at a slide deck.
Recommendations include assumptions, trade-offs, risks and open questions so your team can revisit the decision when the technology or business context changes.
Knowledge
stays with your team
Deliverables can include architecture decisions, evaluation sets, benchmark results, prototypes, code and operating guidance — not just presentation material.
Recommendations include assumptions, trade-offs, risks and open questions so your team can revisit the decision when the technology or business context changes.
AI expertise we can bring to the problem
The team can range from one specialist to a cross-functional group. We match the expertise to the decision, then keep the engagement scoped around concrete outputs.
AI Strategy & Use-Case Portfolio
Prioritise AI initiatives by business value, technical feasibility, data readiness, risk and operating cost; define what must be proven before investment increases.
AI Architecture & Solution Design
Design or review model, data, retrieval, integration, identity, deployment and observability patterns for production AI systems.
Model & Provider Evaluation
Build representative evaluation sets, compare commercial and open-weight models, and benchmark quality, latency, privacy constraints and cost for the target workload.
AI R&D & Technical Prototyping
Explore uncertain technical approaches with experiments and working prototypes, then document what was learned and what productionisation would require.
AI Agents & Agentic Systems
Design agents and assistants with retrieval, tools, permissions, evaluation and failure handling; decide when an agent is useful and when simpler automation is better.
Explore AI Agent Factory →
ML, Forecasting & Computer Vision
Bring specialists for predictive models, recommendations, anomaly detection, time series and visual AI, including data design, evaluation and productionisation.
Embedded Experts & Knowledge Transfer
Work alongside your engineers or product team on a defined challenge, leave behind reusable code, decisions and practices, and reduce dependence on external expertise over time.
AI Governance, Security & Risk
Define model and provider policies, data boundaries, permissions, approval gates, evidence and operating controls for AI systems and AI-assisted development.
Explore AI Governance →AI expertise across 13 countries
Our global network brings together AI specialists, research scientists, data and machine learning engineers, data scientists, and experienced technology leaders. It also includes PhD researchers, AI consultants, and strategists who combine deep technical expertise with practical business insight. This allows us to assemble the right multidisciplinary team for each challenge, from applied research and product development to enterprise-scale AI transformation.
Talk to us
Bulgaria
Our Expertise: Machine learning research, computer vision, robotics, Bulgarian-language LLMs, trustworthy AI, cybersecurity, data engineering, and sovereign AI infrastructure.
University Partnerships: Sofia University through INSAIT and the Technical University of Sofia for applied engineering, automation, and robotics initiatives. INSAIT operates as a specialised AI and computer-science unit of Sofia University.
Collaborations: AI Cluster Bulgaria and the INSAIT Research and Education Foundation, supporting ecosystem development, research collaboration, talent, and AI innovation.
University Partnerships: Sofia University through INSAIT and the Technical University of Sofia for applied engineering, automation, and robotics initiatives. INSAIT operates as a specialised AI and computer-science unit of Sofia University.
Collaborations: AI Cluster Bulgaria and the INSAIT Research and Education Foundation, supporting ecosystem development, research collaboration, talent, and AI innovation.
Ukraine
Our Expertise: Computer vision, NLP and LLMs, autonomous systems, defence and dual-use AI, cybersecurity, agritech, enterprise AI, and privately hosted models.
University Partnerships: Igor Sikorsky Kyiv Polytechnic Institute through its Department of Artificial Intelligence.
Collaborations: Ukraine IT Association.
University Partnerships: Igor Sikorsky Kyiv Polytechnic Institute through its Department of Artificial Intelligence.
Collaborations: Ukraine IT Association.
Poland
Our Expertise: Computer vision, NLP and LLMs, explainable and trustworthy AI, industrial automation, biomedical AI, predictive analytics, and autonomous systems.
University Partnerships: Warsaw University of Technology and AGH University of Krakow, including their centres dedicated to credible, explainable, and applied artificial intelligence.
Collaborations: IDEAS Research Institute, with a focus on AI research, education, technology transfer, governance, and public awareness.
University Partnerships: Warsaw University of Technology and AGH University of Krakow, including their centres dedicated to credible, explainable, and applied artificial intelligence.
Collaborations: IDEAS Research Institute, with a focus on AI research, education, technology transfer, governance, and public awareness.
Romania
Our Expertise: Computer vision, NLP, intelligent agents, embedded AI, industrial automation, automotive systems, signal processing, and enterprise AI.
University Partnerships: POLITEHNICA Bucharest and the Technical University of Cluj-Napoca, whose AI ecosystem includes research in multi-agent systems, NLP, image processing, robotics, and intelligent systems.
Collaborations: Romanian Association for Artificial Intelligence and the Romanian Hub for Artificial Intelligence, which support research, education, innovation, and technology transfer.
University Partnerships: POLITEHNICA Bucharest and the Technical University of Cluj-Napoca, whose AI ecosystem includes research in multi-agent systems, NLP, image processing, robotics, and intelligent systems.
Collaborations: Romanian Association for Artificial Intelligence and the Romanian Hub for Artificial Intelligence, which support research, education, innovation, and technology transfer.
United Kingdom
Our Expertise: Advanced machine learning, foundation models, AI agents, computer vision, AI safety, responsible AI, healthcare, climate intelligence, and enterprise AI strategy.
University Partnerships: University of Liverpool and University of Cambridge, including their interdisciplinary research in applied, human-centred, trustworthy, and ethical AI.
Collaborations: The Alan Turing Institute and the Centre for the Governance of AI, particularly around applied research, AI governance, safety, policy, and responsible deployment.
University Partnerships: University of Liverpool and University of Cambridge, including their interdisciplinary research in applied, human-centred, trustworthy, and ethical AI.
Collaborations: The Alan Turing Institute and the Centre for the Governance of AI, particularly around applied research, AI governance, safety, policy, and responsible deployment.
Egypt
Our Expertise: Arabic NLP, conversational AI, document intelligence, medical computer vision, fintech, telecommunications analytics, smart-city solutions, and GenAI.
University Partnerships: Cairo University and Nile University, including its programmes in machine learning, computer vision, NLP, recommendation systems, and intelligent systems.
Collaborations: Egypt’s National Council for Artificial Intelligence and the MENA Observatory for Responsible AI community, particularly around governance, education, and responsible adoption.
University Partnerships: Cairo University and Nile University, including its programmes in machine learning, computer vision, NLP, recommendation systems, and intelligent systems.
Collaborations: Egypt’s National Council for Artificial Intelligence and the MENA Observatory for Responsible AI community, particularly around governance, education, and responsible adoption.
India
Our Expertise: GenAI, multilingual NLP and speech technologies, computer vision, enterprise AI, MLOps, data engineering, healthcare, agriculture, manufacturing analytics, and responsible AI.
University Partnerships: IIT Madras through the Wadhwani School of Data Science and Artificial Intelligence, and IIIT Hyderabad through its AI, computer-vision, language-technology, and intelligent-systems centres.
Collaborations: IndiaAI Mission and NASSCOM’s AI, responsible-technology, and FutureSkills communities, particularly around datasets, compute infrastructure, skills development, safe AI, and applied innovation.
University Partnerships: IIT Madras through the Wadhwani School of Data Science and Artificial Intelligence, and IIIT Hyderabad through its AI, computer-vision, language-technology, and intelligent-systems centres.
Collaborations: IndiaAI Mission and NASSCOM’s AI, responsible-technology, and FutureSkills communities, particularly around datasets, compute infrastructure, skills development, safe AI, and applied innovation.
Morocco
Our Expertise: Arabic- and French-language NLP, multilingual GenAI, computer vision, smart agriculture, Industry 4.0, sustainability, robotics, and responsible AI.
University Partnerships: Mohammed VI Polytechnic University through AI Movement, and ENSIAS at Mohammed V University in Rabat.
Collaborations: Moroccan Society of Artificial Intelligence and AI Movement, which connects academic research, education, public institutions, and the wider Moroccan AI ecosystem.
University Partnerships: Mohammed VI Polytechnic University through AI Movement, and ENSIAS at Mohammed V University in Rabat.
Collaborations: Moroccan Society of Artificial Intelligence and AI Movement, which connects academic research, education, public institutions, and the wider Moroccan AI ecosystem.
Portugal
Our Expertise: AI product engineering, GenAI, intelligent agents, NLP, computer vision, robotics, anomaly detection, data platforms, and responsible AI.
University Partnerships: Instituto Superior Técnico and the University of Porto, including their AI, computer-science, data-science, and engineering programmes.
Collaborations: Associação Portuguesa para a Inteligência Artificial and INESC-ID, a nonprofit research institute working across computer science, AI, and engineering.
University Partnerships: Instituto Superior Técnico and the University of Porto, including their AI, computer-science, data-science, and engineering programmes.
Collaborations: Associação Portuguesa para a Inteligência Artificial and INESC-ID, a nonprofit research institute working across computer science, AI, and engineering.
Spain
Our Expertise: Computer vision, GenAI, foundation models, healthcare AI, smart cities, industrial analytics, accelerated computing, and responsible AI.
University Partnerships: Universitat Politècnica de Catalunya–BarcelonaTech and Universidad Politécnica de Madrid. UPC provides education and research across machine learning, NLP, autonomous agents, robotics, and computer vision.
Collaborations: Asociación Española para la Inteligencia Artificial and ELLIS Alicante, a nonprofit research foundation focused on human-centric and responsible AI.
University Partnerships: Universitat Politècnica de Catalunya–BarcelonaTech and Universidad Politécnica de Madrid. UPC provides education and research across machine learning, NLP, autonomous agents, robotics, and computer vision.
Collaborations: Asociación Española para la Inteligencia Artificial and ELLIS Alicante, a nonprofit research foundation focused on human-centric and responsible AI.
Colombia
Our Expertise: GenAI, Spanish-language NLP, biomedical computer vision, predictive analytics, fintech, healthtech, and AI for biodiversity and environmental protection.
University Partnerships: Universidad de los Andes through its CINFONIA AI research centre, and Universidad EAFIT.
Collaborations: Ruta N Medellín and CINFONIA’s responsible-AI research community, particularly for applied research, innovation programmes, and AI initiatives with social impact.
University Partnerships: Universidad de los Andes through its CINFONIA AI research centre, and Universidad EAFIT.
Collaborations: Ruta N Medellín and CINFONIA’s responsible-AI research community, particularly for applied research, innovation programmes, and AI initiatives with social impact.
Mexico
Our Expertise: Enterprise AI, GenAI, computer vision, predictive analytics, industrial AI, healthcare solutions, and environmental applications.
University Partnerships: National Autonomous University of Mexico (UNAM) and Tecnológico de Monterrey, including their intelligent-systems, applied-AI, and responsible-AI initiatives.
Collaborations: Sociedad Mexicana de Inteligencia Artificial (SMIA) and the broader AI research and responsible-innovation community coordinated through UNAM’s AI initiatives.
University Partnerships: National Autonomous University of Mexico (UNAM) and Tecnológico de Monterrey, including their intelligent-systems, applied-AI, and responsible-AI initiatives.
Collaborations: Sociedad Mexicana de Inteligencia Artificial (SMIA) and the broader AI research and responsible-innovation community coordinated through UNAM’s AI initiatives.
Brazil
Our Expertise: Portuguese-language NLP and LLMs, computer vision, industrial AI, healthcare, agriculture, energy analytics, environmental intelligence, and predictive modelling.
University Partnerships: University of São Paulo through C4AI, and the University of Campinas through its AI, data-science, and applied-research centres.
Collaborations: Sociedade Brasileira de Computação and its Artificial Intelligence Commission, as well as FAPESP-supported AI and digital-transformation research communities.
University Partnerships: University of São Paulo through C4AI, and the University of Campinas through its AI, data-science, and applied-research centres.
Collaborations: Sociedade Brasileira de Computação and its Artificial Intelligence Commission, as well as FAPESP-supported AI and digital-transformation research communities.
AI expertise across 13 countries
Our global network brings together AI specialists, research scientists, data and machine learning engineers, data scientists, and experienced technology leaders. It also includes PhD researchers, AI consultants, and strategists who combine deep technical expertise with practical business insight. This allows us to assemble the right multidisciplinary team for each challenge, from applied research and product development to enterprise-scale AI transformation.
Talk to us
Bulgaria
Our Expertise: Machine learning research, computer vision, robotics, Bulgarian-language LLMs, trustworthy AI, cybersecurity, data engineering, and sovereign AI infrastructure.
University Partnerships: Sofia University through INSAIT and the Technical University of Sofia for applied engineering, automation, and robotics initiatives. INSAIT operates as a specialised AI and computer-science unit of Sofia University.
Collaborations: AI Cluster Bulgaria and the INSAIT Research and Education Foundation, supporting ecosystem development, research collaboration, talent, and AI innovation.
University Partnerships: Sofia University through INSAIT and the Technical University of Sofia for applied engineering, automation, and robotics initiatives. INSAIT operates as a specialised AI and computer-science unit of Sofia University.
Collaborations: AI Cluster Bulgaria and the INSAIT Research and Education Foundation, supporting ecosystem development, research collaboration, talent, and AI innovation.
Ukraine
Our Expertise: Computer vision, NLP and LLMs, autonomous systems, defence and dual-use AI, cybersecurity, agritech, enterprise AI, and privately hosted models.
University Partnerships: Igor Sikorsky Kyiv Polytechnic Institute through its Department of Artificial Intelligence.
Collaborations: Ukraine IT Association.
University Partnerships: Igor Sikorsky Kyiv Polytechnic Institute through its Department of Artificial Intelligence.
Collaborations: Ukraine IT Association.
Poland
Our Expertise: Computer vision, NLP and LLMs, explainable and trustworthy AI, industrial automation, biomedical AI, predictive analytics, and autonomous systems.
University Partnerships: Warsaw University of Technology and AGH University of Krakow, including their centres dedicated to credible, explainable, and applied artificial intelligence.
Collaborations: IDEAS Research Institute, with a focus on AI research, education, technology transfer, governance, and public awareness.
University Partnerships: Warsaw University of Technology and AGH University of Krakow, including their centres dedicated to credible, explainable, and applied artificial intelligence.
Collaborations: IDEAS Research Institute, with a focus on AI research, education, technology transfer, governance, and public awareness.
Romania
Our Expertise: Computer vision, NLP, intelligent agents, embedded AI, industrial automation, automotive systems, signal processing, and enterprise AI.
University Partnerships: POLITEHNICA Bucharest and the Technical University of Cluj-Napoca, whose AI ecosystem includes research in multi-agent systems, NLP, image processing, robotics, and intelligent systems.
Collaborations: Romanian Association for Artificial Intelligence and the Romanian Hub for Artificial Intelligence, which support research, education, innovation, and technology transfer.
University Partnerships: POLITEHNICA Bucharest and the Technical University of Cluj-Napoca, whose AI ecosystem includes research in multi-agent systems, NLP, image processing, robotics, and intelligent systems.
Collaborations: Romanian Association for Artificial Intelligence and the Romanian Hub for Artificial Intelligence, which support research, education, innovation, and technology transfer.
United Kingdom
Our Expertise: Advanced machine learning, foundation models, AI agents, computer vision, AI safety, responsible AI, healthcare, climate intelligence, and enterprise AI strategy.
University Partnerships: University of Liverpool and University of Cambridge, including their interdisciplinary research in applied, human-centred, trustworthy, and ethical AI.
Collaborations: The Alan Turing Institute and the Centre for the Governance of AI, particularly around applied research, AI governance, safety, policy, and responsible deployment.
University Partnerships: University of Liverpool and University of Cambridge, including their interdisciplinary research in applied, human-centred, trustworthy, and ethical AI.
Collaborations: The Alan Turing Institute and the Centre for the Governance of AI, particularly around applied research, AI governance, safety, policy, and responsible deployment.
Egypt
Our Expertise: Arabic NLP, conversational AI, document intelligence, medical computer vision, fintech, telecommunications analytics, smart-city solutions, and GenAI.
University Partnerships: Cairo University and Nile University, including its programmes in machine learning, computer vision, NLP, recommendation systems, and intelligent systems.
Collaborations: Egypt’s National Council for Artificial Intelligence and the MENA Observatory for Responsible AI community, particularly around governance, education, and responsible adoption.
University Partnerships: Cairo University and Nile University, including its programmes in machine learning, computer vision, NLP, recommendation systems, and intelligent systems.
Collaborations: Egypt’s National Council for Artificial Intelligence and the MENA Observatory for Responsible AI community, particularly around governance, education, and responsible adoption.
India
Our Expertise: GenAI, multilingual NLP and speech technologies, computer vision, enterprise AI, MLOps, data engineering, healthcare, agriculture, manufacturing analytics, and responsible AI.
University Partnerships: IIT Madras through the Wadhwani School of Data Science and Artificial Intelligence, and IIIT Hyderabad through its AI, computer-vision, language-technology, and intelligent-systems centres.
Collaborations: IndiaAI Mission and NASSCOM’s AI, responsible-technology, and FutureSkills communities, particularly around datasets, compute infrastructure, skills development, safe AI, and applied innovation.
University Partnerships: IIT Madras through the Wadhwani School of Data Science and Artificial Intelligence, and IIIT Hyderabad through its AI, computer-vision, language-technology, and intelligent-systems centres.
Collaborations: IndiaAI Mission and NASSCOM’s AI, responsible-technology, and FutureSkills communities, particularly around datasets, compute infrastructure, skills development, safe AI, and applied innovation.
Morocco
Our Expertise: Arabic- and French-language NLP, multilingual GenAI, computer vision, smart agriculture, Industry 4.0, sustainability, robotics, and responsible AI.
University Partnerships: Mohammed VI Polytechnic University through AI Movement, and ENSIAS at Mohammed V University in Rabat.
Collaborations: Moroccan Society of Artificial Intelligence and AI Movement, which connects academic research, education, public institutions, and the wider Moroccan AI ecosystem.
University Partnerships: Mohammed VI Polytechnic University through AI Movement, and ENSIAS at Mohammed V University in Rabat.
Collaborations: Moroccan Society of Artificial Intelligence and AI Movement, which connects academic research, education, public institutions, and the wider Moroccan AI ecosystem.
Portugal
Our Expertise: AI product engineering, GenAI, intelligent agents, NLP, computer vision, robotics, anomaly detection, data platforms, and responsible AI.
University Partnerships: Instituto Superior Técnico and the University of Porto, including their AI, computer-science, data-science, and engineering programmes.
Collaborations: Associação Portuguesa para a Inteligência Artificial and INESC-ID, a nonprofit research institute working across computer science, AI, and engineering.
University Partnerships: Instituto Superior Técnico and the University of Porto, including their AI, computer-science, data-science, and engineering programmes.
Collaborations: Associação Portuguesa para a Inteligência Artificial and INESC-ID, a nonprofit research institute working across computer science, AI, and engineering.
Spain
Our Expertise: Computer vision, GenAI, foundation models, healthcare AI, smart cities, industrial analytics, accelerated computing, and responsible AI.
University Partnerships: Universitat Politècnica de Catalunya–BarcelonaTech and Universidad Politécnica de Madrid. UPC provides education and research across machine learning, NLP, autonomous agents, robotics, and computer vision.
Collaborations: Asociación Española para la Inteligencia Artificial and ELLIS Alicante, a nonprofit research foundation focused on human-centric and responsible AI.
University Partnerships: Universitat Politècnica de Catalunya–BarcelonaTech and Universidad Politécnica de Madrid. UPC provides education and research across machine learning, NLP, autonomous agents, robotics, and computer vision.
Collaborations: Asociación Española para la Inteligencia Artificial and ELLIS Alicante, a nonprofit research foundation focused on human-centric and responsible AI.
Colombia
Our Expertise: GenAI, Spanish-language NLP, biomedical computer vision, predictive analytics, fintech, healthtech, and AI for biodiversity and environmental protection.
University Partnerships: Universidad de los Andes through its CINFONIA AI research centre, and Universidad EAFIT.
Collaborations: Ruta N Medellín and CINFONIA’s responsible-AI research community, particularly for applied research, innovation programmes, and AI initiatives with social impact.
University Partnerships: Universidad de los Andes through its CINFONIA AI research centre, and Universidad EAFIT.
Collaborations: Ruta N Medellín and CINFONIA’s responsible-AI research community, particularly for applied research, innovation programmes, and AI initiatives with social impact.
Mexico
Our Expertise: Enterprise AI, GenAI, computer vision, predictive analytics, industrial AI, healthcare solutions, and environmental applications.
University Partnerships: National Autonomous University of Mexico (UNAM) and Tecnológico de Monterrey, including their intelligent-systems, applied-AI, and responsible-AI initiatives.
Collaborations: Sociedad Mexicana de Inteligencia Artificial (SMIA) and the broader AI research and responsible-innovation community coordinated through UNAM’s AI initiatives.
University Partnerships: National Autonomous University of Mexico (UNAM) and Tecnológico de Monterrey, including their intelligent-systems, applied-AI, and responsible-AI initiatives.
Collaborations: Sociedad Mexicana de Inteligencia Artificial (SMIA) and the broader AI research and responsible-innovation community coordinated through UNAM’s AI initiatives.
Brazil
Our Expertise: Portuguese-language NLP and LLMs, computer vision, industrial AI, healthcare, agriculture, energy analytics, environmental intelligence, and predictive modelling.
University Partnerships: University of São Paulo through C4AI, and the University of Campinas through its AI, data-science, and applied-research centres.
Collaborations: Sociedade Brasileira de Computação and its Artificial Intelligence Commission, as well as FAPESP-supported AI and digital-transformation research communities.
University Partnerships: University of São Paulo through C4AI, and the University of Campinas through its AI, data-science, and applied-research centres.
Collaborations: Sociedade Brasileira de Computação and its Artificial Intelligence Commission, as well as FAPESP-supported AI and digital-transformation research communities.
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