Case studies

Verified work, labelled by maturity

We publish only verified, permission-approved case studies, each clearly labelled from concept to production. Anonymised studies are supported. We do not present pilots as production results.

Internal deploymentHealthcare & privacy infrastructure

Buyer-account PHI detection and de-identification on AWS

Octoryn Privacy Platform (Octopus Core internal platform)

Organisations that feed health-related text into AI and data workflows must find and remove Protected Health Information (PHI) before it moves downstream, and they need durable proof of what was inspected and what was released. Doing this by hand, or with a single detector, leaves gaps and produces little defensible evidence. It is also risky to send such data outside the organisation’s own cloud boundary.

Every case study is labelled by maturity: concept, prototype, pilot, internal deployment, production or completed.

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