Projects & Innovation
Pioneering AI-powered solutions and cutting-edge research that transform software engineering, regulatory compliance, and enterprise AI adoption.
Working products, running in production.
These aren't concepts or prototypes. They're working products, built by our UK team, running in production environments today.
RegTech AI Reporting
Banks spend weeks preparing regulatory submissions. Our platform cuts that to hours. It reads your trading data, understands which regulations apply — MiFID II, EMIR, SFTR, Dodd-Frank — and prepares submission-ready reports with full audit trails.
The system uses RAG frameworks to stay current with regulatory changes, so your compliance team isn't chasing amendments across multiple jurisdictions. Everything is validated before it leaves your network.
See how it works →NL2SQL Analytics
Your analysts shouldn't need to wait for engineering to pull a report. With NL2SQL, anyone on the team types a question in plain English and gets an answer — the platform writes the SQL, validates it, and returns results in seconds.
Built for banks and regulated industries where data can't leave the building. Runs entirely on-premise with 12-point security guardrails, schema whitelisting, and a full audit trail.
Explore the platform →AccountIQ
Accounting software that runs on your machine, not someone else's cloud. AccountIQ handles invoicing, expense tracking, VAT calculations, and financial reporting — with an AI assistant that understands your books and answers questions about your numbers in plain English.
Designed for small businesses and freelancers who want proper accounting tools without the monthly subscription fees or the worry of sensitive financial data sitting on third-party servers.
Learn more →CAR Analytics
An AI-powered analytics platform for the automotive sector. CAR Analytics ingests vehicle data, market trends, and operational metrics to surface insights that would take a team of analysts weeks to piece together manually.
From fleet performance dashboards to predictive maintenance alerts, the platform gives automotive businesses a single place to understand what's happening across their operations — and what's likely to happen next.
Request access →Advancing AI technology.
Our multidisciplinary research teams are pushing the boundaries of what's possible with artificial intelligence, focusing on practical applications that drive real-world impact while maintaining the highest standards of safety, ethics, and compliance.
LLM Research & Innovation
Exploring capabilities, limitations, and optimal usage patterns of Large Language Models across diverse enterprise applications.
- Advanced prompt engineering and optimization techniques
- Context window utilization and memory management
- Fine-tuning strategies for domain-specific applications
- Multi-model orchestration and ensemble approaches
- Performance benchmarking and evaluation frameworks
Compliance & Privacy
Developing robust frameworks and solutions to address critical compliance and privacy challenges in AI implementation.
- GDPR and data protection compliance for AI systems
- Privacy-preserving AI techniques and architectures
- Regulatory reporting automation (MiFID II, EMIR, SFTR)
- Audit trails and explainability frameworks
- Secure data handling and anonymization methods
Cutting-Edge AI Advancements
Exploring and implementing the latest breakthroughs in artificial intelligence, from retrieval-augmented generation to multimodal AI.
- RAG (Retrieval-Augmented Generation) optimization
- Vector database and semantic search innovations
- Multimodal AI systems (text, image, code integration)
- Real-time AI inference and edge deployment
- AI model compression and optimization techniques
Agentic AI Workflows
Building autonomous AI agents capable of complex reasoning, decision-making, and task execution across enterprise workflows.
- Multi-agent system architectures and coordination
- Tool use and function calling for AI agents
- Hierarchical task planning and execution
- Agent collaboration and knowledge sharing
- Autonomous workflow optimization and learning
AI Policy Advisory
Providing strategic guidance on responsible AI adoption, governance frameworks, and policy development for sustainable AI implementation.
- AI governance frameworks and best practices
- Ethical AI guidelines and implementation
- Risk assessment and mitigation strategies
- AI adoption roadmaps and change management
- Organizational AI literacy and training programs
Enterprise AI Integration
Seamlessly integrating AI capabilities into existing enterprise systems, ensuring scalability, reliability, and alignment with business objectives.
- Legacy system modernization with AI
- MLOps and AI infrastructure deployment
- API design and microservices architecture
- Monitoring, observability, and maintenance
- Performance optimization and cost management
Built for regulated, data-intensive industries.
Our research and solutions are specifically tailored to address the unique challenges and opportunities in highly regulated, data-intensive industries where AI can deliver transformative value.
Financial Services
Revolutionizing financial operations with AI-powered solutions for regulatory compliance, risk management, trading operations, and customer service while maintaining the highest security and compliance standards.
- Automated regulatory reporting (MiFID II, EMIR, SFTR, Dodd-Frank)
- Real-time fraud detection and prevention
- AI-powered risk assessment and portfolio optimization
- Intelligent trading data analysis and labeling
- Customer service automation and personalization
- Anti-money laundering (AML) and KYC automation
- Credit scoring and loan processing optimization
Healthcare & Life Sciences
Advancing healthcare delivery and medical research through responsible AI implementation that prioritizes patient privacy, data security, and regulatory compliance while improving outcomes and operational efficiency.
- Clinical decision support systems and diagnostics
- HIPAA-compliant AI implementations
- Medical imaging analysis and interpretation
- Drug discovery and development acceleration
- Patient data privacy and anonymization
- Healthcare operations optimization
- Clinical trial matching and recruitment
Shape the future of AI with us.
Whether you're looking to collaborate on research, implement AI solutions in your organization, or join our team of innovators, we're here to help you navigate the AI landscape with confidence and expertise.
RegTech AI Solutions
HealthCare
Precision AI
Community