Governance

Shared standards. Separate responsibilities. Visible limits.

Lyceum Labs connects three programmes through methods and public commitments—not through a shared profile of a child, family, school or professional.

Programme boundaries

Data stays with its purpose

Parent tools, school partnership work and public-data research have different users, lawful purposes and risks. A relationship with one programme does not grant access to another.

Public record

Claims keep their receipts

Sources, dates, maturity labels, limitations and corrections travel with the work so that a polished interface cannot quietly turn uncertainty into authority.

Human accountability

Support does not become silent automation

Products may organise evidence, surface patterns and prepare drafts. Consequential judgements remain attributable to a person with the context and authority to make them.

What we publish

We name what is live, what is a working prototype and what remains a research finding or future direction. Research methods and corrections are published through the research programme. Product privacy and operating limits are published beside each product.

Independence and conflicts

Schools cannot pay to change their presentation in the parent product, and programme partnerships do not determine research findings. Material funding relationships or conflicts that could affect interpretation will be disclosed alongside the relevant work.