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AI for Regulated Industries

AI Development UK

We build AI systems for industries where compliance isn't optional - shipping, oil & gas, energy, and manufacturing. Predictive maintenance, computer vision, and intelligent automation with full audit trails built in.

Most AI agencies build demos. We build systems that survive regulatory scrutiny, integrate with industrial control systems, and deliver measurable value in safety-critical environments. From AI agents and LLM-powered automation to machine learning, we put autonomous intelligence to work where it actually matters.

AI Development and Machine Learning Solutions UK
15+
Years Experience
100+
Projects Delivered

AI Solutions That Deliver Real Business Value

We don't build AI for AI's sake. Every solution we create solves a specific business problem - whether that's automating repetitive tasks, extracting insights from data, or creating intelligent customer experiences.

  • Machine Learning Models - Predictive analytics, classification, and pattern recognition
  • Natural Language Processing - Chatbots, document analysis, sentiment analysis
  • Computer Vision - Image recognition, quality inspection, object detection
  • Intelligent Automation - AI-powered process automation and decision support
  • AI Agents & Copilots - Autonomous agents and LLM copilots that plan, decide, and take action
Machine Learning Development UK
AI Development Process

From Concept to Production

AI projects fail when they stay in the lab. Our approach takes you from initial concept through to production-ready systems that integrate with your existing infrastructure and deliver measurable ROI.

1

Discovery & Data Assessment

We evaluate your data, understand your goals, and identify the best AI approach

2

Proof of Concept

Build a working prototype to validate the approach and demonstrate value

3

Production Development

Scale the solution for production with proper MLOps and monitoring

4

Integration & Optimisation

Connect with your systems and continuously improve model performance

AI Agents and Agentic Automation

AI agents are the fastest-moving frontier in artificial intelligence: autonomous systems that reason, plan, and act across your tools and data, not just answer questions. We design and build custom AI agents that complete real work end to end, from monitoring operations and triaging alerts to processing documents and orchestrating multi-step workflows.

Built for regulated environments, our agentic AI keeps a human in the loop where it counts, with full audit trails, guardrails, and explainable decisions. Whether you need a single task-focused agent or a coordinated team of agents, we connect them to LLMs and your existing systems so automation goes deeper than ever before.

AI agents and agentic automation orchestrating workflows for a UK business

AI for High-Regulation Sectors

We specialise in industries where AI must be auditable, compliant, and integrated with existing industrial infrastructure.

Maritime & Shipping

Vessel performance monitoring, route optimisation under IMO regulations, predictive maintenance for critical systems

Oil & Gas

Safety anomaly detection, environmental compliance, predictive maintenance on critical equipment, COMAH compliance

Energy & Electrical

Grid management, demand forecasting, automated compliance reporting, equipment lifecycle optimisation

Manufacturing

Computer vision quality inspection, production optimisation, predictive maintenance, ISO compliance automation

Petrochemicals

Process optimisation, safety monitoring, environmental tracking, integration with SCADA and DCS systems

Logistics & Supply Chain

Route optimisation, demand prediction, warehouse automation, customs and compliance documentation

Frequently Asked Questions

Common questions about AI development in the UK

We specialise in AI for shipping, oil & gas, energy, and manufacturing. Our services include predictive maintenance, computer vision for quality inspection, NLP for compliance reporting, anomaly detection for operational safety, and intelligent automation that integrates with SCADA, ERP, and industrial control systems. Every system includes audit trails and explainable outputs.
A proof of concept or pilot project typically costs £15,000-£40,000 and takes 4-8 weeks. Production AI systems with full compliance documentation range from £50,000-£200,000+ depending on complexity and integration scope. Based in the North East, our rates are 20-40% lower than London AI consultancies.
We build AI with compliance by design — audit trails, explainable outputs, and documented decision logic from day one. We work within the EU AI Act, ISO 42001, and industry-specific regulations like IMO standards for maritime, COMAH for hazardous sites, and IEC 61511 for safety instrumented systems.
A proof of concept can be delivered in 4-8 weeks. Production-ready systems typically take 3-6 months. Complex enterprise AI with regulatory compliance documentation may take 6-12 months. We always recommend starting with a focused pilot to prove value before committing to full-scale implementation.
Yes - industrial system integration is one of our core strengths. We build AI that connects with SCADA, ERP, MES, historian databases, and legacy control systems. In regulated industries you can't rip and replace, so our AI plugs into your existing infrastructure and enhances it with predictive and intelligent capabilities.
Yes. We build custom AI agents and agentic AI systems that reason, plan, and take action across your tools, automating multi-step workflows, monitoring operations, and handling tasks end to end. For regulated environments we add guardrails, human-in-the-loop approval, and full audit trails so autonomous AI stays safe and accountable.
Absolutely. We integrate large language models (LLMs) such as GPT, Claude, and open-source models into your products and internal tools, building copilots, conversational AI, and document intelligence. Using retrieval-augmented generation (RAG) we ground them in your own data, and where data sensitivity demands it we deploy private, on-premise LLMs.

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