Terry Scott · Founder / operator / systems builder
I lead healthcare operations and build AI systems. The work starts with the constraint: what must happen, what can go wrong, what evidence matters, and where human judgment belongs.
SPD Cert Prep Live learning systemAIxDesign Voice Illustrative product film · Public preview01 / Why operations comes first
Healthcare operations makes vague thinking expensive. Work crosses people, tools, shifts, and handoffs. A useful system has to respect controls, preserve evidence, surface exceptions, and leave consequential judgment with a person.
That operating discipline is the foundation of AI by Design. The goal is not to make AI look impressive. It is to make responsibility clearer and execution more reliable.
02 / Selected systems
One live product, one public preview, and one available course—each labeled by maturity, role, and access rather than presented as equivalent proof.
A career-focused platform for sterile-processing professionals, with readiness assessment, adaptive practice, AI tutoring, learning games, progress tracking, and career tools.
A preview of an agent designed to accept meaningful work by voice, continue after the conversation ends, and return with a result.
Practical education in assigning narrow roles, supplying real context, scheduling recurring work, and reviewing the output before action.
03 / Principles for trustworthy systems
Trust is designed into the workflow. It does not arrive because a model sounds confident.
A system begins with a real responsibility, constraint, and owner—not a model looking for a use case.
Permissions, review points, and boundaries should be clear enough for an operator to inspect.
Important output should show its inputs, state, and next action instead of asking for blind trust.
The system needs to know when to stop, surface uncertainty, and hand judgment back to a person.
04 / Diagnose → Design → Build → Run
We diagnose the bottleneck, design the operating model, build the leanest useful version, then run and refine it against the work.
