The decisions, trade-offs and evidence behind Heyrafiki, written by the People building it.

A useful matching system needs feedback without turning private Care into training data. A second Session offers one useful signal, provided its limits stay visible.

Practitioners and private rooms are both unevenly distributed. Many suitable rooms also sit unused during the hours People need Care.

Task-shifting is the best-evidenced answer we have to a shortage of Clinicians. It also leaves one problem unsolved, and that problem is not a clinical one.

Heyrafiki publishes its API description, SDK source, developer tools and conformance evidence while the Platform stays private. That boundary gives integrators something concrete to inspect without exposing private Care systems.

Public APIs and SDKs make integration inspectable. Private safety, fraud and verification controls prevent that openness from becoming an operating manual for abuse.

Iris turns a wall of Practitioner profiles into a shortlist a Person can understand. Here is what she filters, what she explains and where her authority ends.

A useful Self-Assessment names what it measures, how it is scored, who it was studied with and what the result can support. Each Heyrafiki Check keeps that evidence beside the questions.