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HASTE-3D

Care that works for everyonewho walks in, or logs on.

HASTE-3D is building AI triage for NHS urgent care. This is our pledge to build it fairly: with women and Black communities at the table from the start, and with the evidence to prove it.

Diversity, Equity and Inclusion pledge. Last reviewed October 2026.

Our pledge

We pledge to build health technology that is fair by design, tested on the people it serves, shaped by the communities it affects, and held to account in public. We will not treat equality as a statement on a website. We will treat it as a standard our technology, our workplace and our partnerships must meet.

The HASTE-3D founder [Bridget Oliseneku]On behalf of HASTE-3D

Why this matters in urgent care

Triage decides who is seen first. If a triage system is less accurate for some people, the harm is immediate. These are the gaps we are designing against.

Devices can read darker skin less accurately

An independent UK review of equity in medical devices found that pulse oximeters can overestimate oxygen levels in people with darker skin, which can delay treatment.

Source: Independent review of equity in medical devices, UK Government, 2024

Black women face higher risk in maternity care

National maternity reviews have repeatedly found that Black women in the UK are several times more likely to die during pregnancy or shortly after birth than white women.

Source: MBRRACE-UK confidential enquiry reports

Women's symptoms are more often missed

Women have long been under-represented in clinical research. Conditions such as heart attack can present differently in women, and are more likely to be overlooked when the evidence behind a tool reflects men.

Source: widely documented gender data gap in clinical research

What we commit to

Specific promises, not slogans. Each one is something you can hold us to, and each is linked to the reporting set out below.

Women

Women use urgent care differently, are under-represented in the evidence behind it, and too often go unheard.

  • Evidence that includes women

    We will test and report how our technology performs for women separately from men at every stage of validation, including pregnancy, the menopause transition, and conditions where women's symptoms are more likely to be missed or dismissed.

  • Women at the table

    We will aim for balanced gender representation among our clinical advisers, our Health Advisory Board and the people who make decisions about our product, and we will publish our progress.

  • Fair pay, stated openly

    We will set pay bands before we recruit, show them in job adverts, and review pay and progression for gender gaps as soon as we have the numbers to do so meaningfully.

  • Work that fits around life

    We work flexibly and remotely. We will support carers, parents and anyone returning after a career break, including career changers, with fair parental leave and a genuine route back into work.

  • Safe to speak up

    We have zero tolerance for sexual harassment and sexism. Anyone can raise a concern with an independent person outside the company, and no one will be penalised for doing so.

  • Backing women-led businesses

    We will actively look for women-led suppliers and partners, including women-founded health technology companies and women's health organisations.

Black communities

Trust in healthcare is earned, not assumed. We want Black patients, clinicians and colleagues to find something built with them, not about them.

  • Built with, not for

    We will co-design with Black patients, carers, clinicians and community organisations, including Black African, Black Caribbean and Black British people. We will pay fairly for time and expertise, and we will not expect anyone to educate us for free.

  • Works for every skin tone

    Wherever our technology relies on skin colour, images or sensors, we will test it across skin tones and ethnic groups, publish the results, and fix gaps before we say it is ready. We will not rely on devices that are known to underperform on darker skin without correcting for it.

  • Every name, accent and language

    We will test how our system understands different accents, dialects, names and languages, so that no one gets worse triage because of how they speak or what they are called.

  • An equal chance to join and lead

    We will recruit openly and fairly, shortlist on skills and potential, advertise through varied networks, and offer sponsorship and mentoring, not just a welcome.

  • Respect every day

    We have zero tolerance for racism, including the small, everyday kind. We will name it when we see it, act on it, and protect anyone who reports it.

  • Honest about the facts

    We will name health inequalities plainly because they are real. We will never use them as marketing.

Everyone

Fairness has to hold across every group, and it has to be built in, not added later.

  • Protected by law, and more

    We will meet our duties under the Equality Act 2010 for all nine protected characteristics, and work to the spirit of the NHS Equality Delivery System with our NHS partners.

  • Fairness checks before release

    We will carry out an equality and health inequalities assessment before each major release of our technology, and act on what it finds.

  • Accessible by default

    We aim to meet WCAG 2.2 AA on our website and products, use plain language, and make reasonable adjustments willingly for disabled and neurodivergent people.

  • Open to challenge

    Anyone can tell us where we are falling short. We will respond respectfully, act on what we learn, and say what we changed.

Where we are today

HASTE-3D is a small, founder-led company, and we are at the start of this work. We would rather make commitments we can keep than claims we cannot back up. Where we do not yet have data, we will say so.

How we will report

We will publish a plain-language DEI report every year, starting with what we set out to do and what happened. Because we are a small team, we will report on actions and outcomes, and we will group figures so that no individual can be identified.

What we will measure and publish
AreaWhat we will trackReported
Fairness of our technologyPerformance by sex, age, ethnicity, skin tone and language, wherever data allows, with gaps and fixes describedAnnual report
Voices in designRange of patients, clinicians and community organisations involved, and what we paid for their timeAnnual report
Balance in decision-makingGender and ethnic balance of our advisory board and decision-making groups, shown in aggregateAnnual report
Pay and opportunityPay bands in adverts, and our review of pay and progression for gender and ethnicity gapsAnnual report
Speaking upConcerns raised, how they were handled and how long they took, anonymisedAnnual report
AccessibilityResults of our accessibility checks against WCAG 2.2 AA, and what we are fixingAnnual report, and after major site changes

Talk to us

If we are getting something wrong, we want to know. If you would like to help shape what we build, we would like to hear from you.

  • Women, Black patients, carers and clinicians who would like to join our design and feedback groups. We pay for your time.
  • Community organisations and charities who work with the people we serve.
  • Anyone who wants to raise a concern, in confidence.
Email us about DEI