One question. Binary test. "Was a human member of the team able to personally review the specific facts of my specific situation?" A minimalist, human-first protocol for demanding individual scrutiny over automated decisions and institutional actions. Calm templates, open-source Python toolkit, and an optional Sovereign Personal Vault.

We're Disability Watch, a team of independent journalists writing about disabled issues, for disabled people. This is our website!

See where you stand. Mirror is a local-first personal sovereignty toolkit that adapts to any user, any situation, any institution. Tell it what happened in your own words — it maps your rights, generates the one question that matters, and gives you the next step. Built on the Burgess Principle. MIT licensed.

AI-powered Reasonable Adjustment Companion grounded in The Burgess Principle. Privacy-first tool for generating legally-grounded messages for ADHD, autism & hidden disabilities under Equality Act 2010 / ADA.

Press release on legal warnings issued to Universities UK, Advance HE, GuildHE for fiduciary breaches and governance failures in UK higher education sector.

Open-source AI governance framework for UK HR/recruitment AI providers. UK GDPR, DPA 2018, Data (Use and Access) Act 2025, Equality Act 2010. CC BY 4.0.

Proxy discrimination auditing for insurance pricing — FCA EP25/2, Consumer Duty, bias metrics