Filter by industry or by the kind of problem you want to solve — from Welsh SME operational productivity to cutting-edge academic model fine-tuning and autonomous agent development.
A Wales-based software company piloting a hosted open-weight service for coding assistants and agents — replacing overseas per-token APIs for day-to-day engineering, with usage logged per key for quality, capacity and cost benchmarking.
AI-assisted triage and reporting across an EEG pathway — identifying low-value recordings before they consume specialist capacity, while clinician oversight stays central.
A clinical-support company shortens its model-improvement cycle — reviewing and labelling low-confidence events, updating, validating and re-accepting deployment models against accuracy, latency, privacy and safety gates.
Review and documentation of potential fall events in care settings — separating direct care and escalation from evidence-gathering, investigation and paperwork, with careful false-positive/negative monitoring.
Water-monitoring SME combining sensor data, imagery and lab workflows — AI provides a preliminary assessment within minutes while laboratory confirmation continues in parallel.
Automated analysis of building energy data and drafting of tailored recommendations — letting a small consultancy serve a far larger portfolio without linear hiring.
Practice-structure document review and report preparation — AI-assisted checklists, summarisation and drafting, with professional sign-off unchanged.
Paraplanner and adviser support for advice cases — drafting, review and suitability documentation assisted by a privately hosted model that keeps client files in your control.
Adapted open-weight models fine-tuned on Welsh-language corpora to assist professional translators — post-editing suggestions, terminology consistency and audio transcription.
Differentiated learning materials and support generated around class data — growing a community school's reach without proportionally growing teacher preparation time.
High-volume data analysis SMEs running pipelines against locally hosted models — benchmarked against overseas APIs on elapsed time, cost, completion and energy, with no rate-limit stalls.
A core capability of the platform, open to new projects: computer vision inspection, time-series and sensor analytics, simulation and engineering AI — with edge units deployed on site for live validation.
Training and fine-tuning 70B+ parameter open-weight models (Llama 3.3, Qwen 2.5, DeepSeek-R1 distillations) using LoRA, QLoRA, and full parameter tuning for Celtic/Welsh bilingual NLP, medical data, and scientific domains.
Developing and evaluating collaborative multi-agent architectures (LangGraph, CrewAI, AutoGen) executing complex coding, planning, and scientific discovery tasks within a local, sandboxed environment.
Deploying quantized vision-language models and reasoning agents to our four portable NVIDIA DGX Spark units for autonomous marine, environmental, and robotic field experiments operating without internet.
Partner identities are anonymised in line with the project's case-study policy. New SME projects and academic research partners are selected on readiness, technical fit and capacity — see Get Involved.
Whether you are an SME with an operational challenge or an academic researcher seeking compute and grant collaboration across Wales and beyond, Bangor University welcomes your engagement.