AI Research · Regulatory Intelligence · Advisory
We combine deep technical research in neural networks and efficient inference with regulatory expertise across the EU AI Act, copyright and technology policy.
Get in TouchWhat We Do
Original research in spiking neural networks, SNN-LLM hybrid architectures, and efficient inference. Active work on ternary and binary quantisation, neuromorphic computing pathways, and next-generation model architectures.
Analysis and advisory on AI regulation, copyright, child safety, and technology policy. Our team combines technical depth with formal legal training, and we contribute to public-sector advisory work on national security and emerging technology.
Technical due diligence and market analysis for AI and deep-tech investments. We evaluate claims at the architecture level, not just the pitch deck.
Business model development, funding strategy, and international market entry for technology startups. Practical expertise in UKEF eligibility, Horizon Europe consortium routes, and investor screening.
Structured training on AI fundamentals, governance, and the EU AI Act Article 4 compliance obligation. Designed for boards, legal teams, and operational staff who need to understand AI systems without a computer science degree.
Current Research
Autonomous research combining spiking neural networks with large language models, exploring neuromorphic pathways toward more efficient and biologically plausible AI systems.
Ternary and binary quantisation for production LLM deployment. Multiplane ternary systems and economic modelling of CPU vs GPU cost structures for 1-bit inference.
Deep learning approaches to speech enhancement, phoneme recognition, speaker identification, and sentiment analysis. Research published at IJCNN, Interspeech, ICASSP, and in Knowledge-Based Systems.
Publications & Intellectual Property
An examination of AI's impact on the labour market, employment structures, and the policy frameworks needed to manage technological displacement.
Thriving in the Age of Civilisations Greatest Disruption. A multi-author exploration of how organisations and societies can adapt to AI-driven transformation.
Regular long-form analysis published on LinkedIn covering AI copyright, the EU AI Act, child safety regulation, and the intersection of law and emerging technology. Written for legal and technology practitioners.
Training
Our expert-led training course equips your team with the essential knowledge to comply with the EU AI Act's Article 4 obligation. A one-hour, focused video programme designed for compliance teams, HR departments, boards, and government agencies.
Contact
Whether you need technical due diligence on an AI investment, regulatory advisory on the EU AI Act, or want to discuss research collaboration, we'd be glad to hear from you.
info@researchmatic.com