Data and AI Engineering

Unlock the Full Potential of Your Data with Scalable Solutions

Inference Group’s data and AI engineering services are designed to create robust, scalable, and efficient systems that empower organisations to harness real-time insights, enabling smarter decisions and sustainable value delivery.

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Data Engineering Services

Creating robust, scalable and efficient data solutions that empower organisations to harness the full potential of your data.

Integration

Our expert data engineers integrate data from a variety of internal and external sources, ensuring seamless data flow. Using tools like Databricks and Azure Data Factory, we enable efficient pipeline management, real-time ingestion, and orchestration, providing a solid foundation for analytics and AI.

Management

Data integrity and security are at the heart of our engineering processes. We utilise leading tools such as Purview and Collibra to ensure data quality, governance, and metadata management. By maintaining data lineage throughout build and deployment, we ensure full compliance with regulatory requirements while safeguarding your organisation’s data assets.

Virtualisation

Our focus on data virtualisation over traditional migrations ensures real-time access to data without physically moving it. Using technologies such as Azure Databricks and Spark tools, we enable efficient analytics and AI processes while maintaining governance, security, and agility for your organisation.

Machine Learning and AI Engineering

Bringing machine learning and AI solutions to production and scaling them effectively is critical to achieving value from your AI investments.

Throughout our engineering services, we ensure effective model governance, lineage, and compliance, delivering reliable, scalable AI solutions that align with regulatory standards and your organisational goals. By working closely with your teams, we ensure that every solution is tailored to deliver sustainable value and meet your evolving business needs.

MLOps

Our MLOps engineers specialise in tools like Azure Kubernetes Service, Azure Machine Learning, and Azure DevOps to automate model deployment, monitoring, and management. Integrated with CI/CD pipelines, our solutions ensure continuous performance tracking and compliance with the latest standards.

AIOps

By managing infrastructure, scaling AI solutions, and optimising resources, our AIOps services integrate seamlessly with cloud-based AI tools, open-source models like Llama, and external GenAI capabilities such as OpenAI.

Data Science

Using tools like Azure Databricks, Azure Synapse Analytics, and Azure Data Factory, we design end-to-end pipelines for data ingestion, model training, and deployment. These pipelines ensure integration with business applications and reliable AI-driven insights.

Why Inference Group

We act boldly, embracing innovation to deliver transformative AI solutions that create lasting value. Collaboration and transparency are at the heart of our approach, enabling us to work seamlessly as one unified team with our clients.

Proven Track Record

With extensive experience delivering AI at scale across industries, our team has a history of successfully implementing transformative solutions for leading organisations.

Regulatory Expertise

We ensure every solution meets cross-sector regulatory requirements, giving you confidence in compliance while achieving your business objectives.

Collaborative & Transparent

Our open, results-driven approach ensures seamless collaboration and transparency, building trust and delivering real value from start to finish.

Outcome-Focused Solutions

We prioritise operational success over prototypes, embedding practical, scalable AI systems that generate measurable business impact.

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Let's Talk

Driven by a passion for innovation and a commitment to excellence, our founders have paved the way for a new era in data and artificial intelligence solutions.

Book a call today so we can answer your questions on AI then take time to understand the goals and objectives of your business.

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