Two arms. One standard.
An AI infrastructure consultancy and a software-development studio — for professionals who want the leverage of AI without becoming a software company.
AI made building software easy. Making it production-ready — trustworthy, secure, compliant, and maintainable — is the hard part. Marginalia advises on the AI infrastructure you should build, then builds and maintains it to that bar. So you stay in your practice instead of accidentally running a development shop.
AI Infrastructure Consultancy
Strategy and architecture for the systems, data, and agentic workflows your operation should run on — plus the production-readiness judgment a non-engineer can't supply.
Software Development Studio
We build it, ship it under our own developer identity, and maintain it to a production standard — trustworthy, compliant, and built to last.