Compliance & safety tools
Instant-answer field tools for OSHA regulations, safety standards, and compliance documents that crews need in the moment, not after a PDF search.
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AI utility systems
Compliance intelligence
Document-to-decision
Hui Gauci,
M.D.
I build fast, practical AI tools for document-heavy workflows where speed, accuracy, and trust matter more than hype.
Current work
What gets distributed from here
Three categories of non-medical utility systems. Each is built for a specific operational audience with a specific document-bottleneck problem.
White-label utility tools
Practical tools that newsletter owners, niche trainers, or community operators can offer to their audience. Revenue-share model. You own the relationship.
Discuss fit →Document-to-decision engines
Retrieval and classification systems for teams buried in manuals, SOPs, bid documents, standards, and operational rules that change without warning.
Start a conversation →Get in touch
Signals and contact
Cold outreach works better when the sending domain belongs to a real operating base. Below is what makes this one real.
Named person, real credential
Hui Gauci, M.D. — physician-trained systems builder. Not an agency, not an AI persona.
Specific work categories
Each offer above maps to a specific operational problem and audience type. No vague "innovation" language.
Verifiable presence
LinkedIn profile confirms identity and professional history. No anonymous outreach.
Separated domains by use case
Medical billing is on its own domain. This hub stays narrow so the story stays believable.
Contact
Let's see if there's a fit
If something on this page maps to a workflow problem you're sitting on, reach out directly. No forms, no qualification calls.