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Modernising with Jidoka
Local AI in Action

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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

IT consulting in 2025 is driven by trends like AI integration, edge computing, and quantum advancements, helping businesses streamline operations, enhance security, and adopt sustainable practices. By staying ahead of these innovations, consultants empower organisations to remain competitive, adapt to challenges, and leverage emerging technologies for growth.

Governments are modernising outdated IT systems to meet public demand for efficient, secure digital services. Challenges include legacy systems, data security, user-focused design, and budget limits. Solutions involve cloud adoption, improved cybersecurity, and phased, cost-effective upgrades, as shown in partnerships like Queensland TMR and NSW Police. By embracing agile methods and expert collaboration, governments can enhance service delivery, security, and citizen satisfaction.


Learn about our process and solutions:   Government solutions Government solutions   capability statement capability statement


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