Why this is genuinely hard
The information isn't secret. It's published. It's just scattered across dozens of college websites, buried in PDFs, written in regulatory language, and different in every province and state — and none of it is expressed in a form that answers the only question the physician actually has: given my degree, my training, and my exams, what do I personally have to do next?
So people ask strangers on forums. And they lose months pursuing a route that was never viable for their credentials.
What the system does
- Captures credentials once — degree, country of training, postgraduate experience, exams already completed.
- Matches against encoded jurisdictional rule sets rather than searching text.
- Maps exam requirements to that specific profile.
- Applies supervision logic — which, per the physician who built this with us, is the real bottleneck in practice, not the exams everyone worries about.
- Returns a pathway, not an article.
- Handles documents with consent-based retention.
The model this proves
MedPathways is the clearest example of one of the two ways we work: a credentialed expert has a real insight and no way to build it. Dr. Yousuf held the clinical and regulatory knowledge. We came in as technical co-founder and built the system that scales it. Not a vendor engagement — a partnership, structured accordingly.
If you're a domain expert sitting on something you can't build, that's the shape of the conversation.
Same pattern, third industry
Look at Root Skills and Welend and you'll see the same skeleton: the expensive, defensible part is the encoded domain logic, not the interface over it. Developmental research for childcare. Underwriting criteria for mortgages. Jurisdictional rules for licensing. Three unrelated industries, one architecture.
That's also why generic automation tools disappoint. They can move your data. They can't hold your rules.
Claim discipline: MedPathways is launched. Signup, conversion and outcome figures are not yet published, and nothing on this page should be read as claiming them. What's described here is what the system does.