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WorkingMouse installs Mac Mini AI hub at Hydrobiology, enabling private, in-house AI with Local AI for secure, scalable, and tailored environmental data analysis.

Jidoka, the principle of “automation with a human touch” popularised by Toyota, is being reimagined for software and AI. Dr Eban Escott showed how humans and machines working together can make automation more reliable, adaptable, and effective.

David Burkett interviewed the WorkingMouse AI R&D team to prove a 32 GB Unified‑Memory Mac Mini can run fast, privacy‑safe open‑weight AI for five users, with concurrency solved via an O Lama backend, while the team plans a company AI survey, will tap new Open AI/Google models on HuggingFace, and will soon scale experiments with an arriving Mac Studio.

Curious about AI at work? Our AI Reference Guide breaks down essential terms and concepts behind Large Language Models (LLMs)—including training, inference, RAG, and hardware requirements—to help teams adopt AI safely, locally, and productively. Ideal for business and IT leaders evaluating AI in enterprise settings.

Modernising legacy systems starts with Discovery—understanding what exists, capturing real business needs (not just assumptions), and identifying risks early. At WorkingMouse, this means engaging SMEs, modelling requirements with traceability, and focusing on like-for-like modernisation to reduce risk before optimisation. Discovery sets the foundation for successful delivery by aligning goals, compliance, and technical feasibility right from the start.

WorkingMouse tackles estimation with a structured, evolving process grounded in real-world data, team experience, and open communication. Discover how we turn uncertainty into clarity.

Cloud migration unlocks scalability, security & cost savings, but choosing the right approach is key. Explore strategies like rehosting, refactoring & SSO to modernise apps, overcome challenges like technical debt & ensure a smooth transition. Get expert insights to future-proof your business


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