Founder profile

Ian Millar
Founder & PrincipalApplied AI & Technology
Technology architecture. Applied AI. Rapid product development.
Ian brings together domain expertise, technology architecture and applied AI to turn operational problems into working software, learning platforms and new technology products.
Experience grounded in the work.
His experience includes healthcare technology work with Health Futures and specialist knowledge of mobile devices, telecommunications records and digital evidence. Across these areas, his focus is on connecting technical understanding with the needs of the people using the systems and information.
Through Switch On, now operating as Sideband Applied Technology, that work is expanding into software, learning systems and in-house product development. Sideband brings those disciplines together: understand the operating problem, design the approach and build something that can be put to use.
Applied AI. Architecture first.
Ian’s current focus is AI-assisted development: using AI in technical research, architecture exploration, prototyping and software development. The aim is to shorten the cycle from an operational question to a working version that people can examine, challenge and test.
Architecture gives that process direction. It defines how the system fits together, what information it needs and how it will be used. AI helps develop and explore the implementation; it does not replace domain knowledge or technical judgement.
Rapid prototyping makes ideas tangible early. Moving beyond a prototype still calls for validation, security review, documentation and a practical plan for operating the system.
Building products in house.
EchoTrace Academy puts this approach into practice. Developed in house through Sideband, it is an online, self-serve learning platform in development for law enforcement and investigators working with mobile phone, carrier, cloud and app evidence. The work connects learning-platform architecture, software development and structured, case-based technical education.
Ian’s broader EchoTrace work explores software, sensing concepts and the interpretation of specialized technical data. These initiatives remain in research and development. Together with Sideband’s client work, they reflect a hands-on approach to applied technology: use domain expertise to identify a need, then research, design and develop the systems to address it.