What you will learn.
The hardest place to ship an LLM system is not on stage at a conference; it is at a regulated financial institution, a healthcare system, or a government agency. The technical work is roughly the same. The political and procedural work — auditability, model risk reviews, lineage, PII boundaries, vendor management — is what determines whether anything ever ships.
This six-week course is the only Solutech program dedicated to the regulated-industry context. We cover model risk management as a working practice, the documentation that holds up to internal audit and external regulator review, PII handling and minimization, audit-grade logging and lineage, vendor and provider management under risk-controlled procurement, and a working method for getting a project across the finish line inside an organization that is rightly cautious. The capstone is a complete model risk dossier for a system of your choice.
This course is taught by a distinguished engineer who has shipped AI systems inside one of the largest banks in the world. It does not promise to make your regulator happy; it teaches you how to be the engineer who can.