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The platform

The Equity Engine.

The UK patient experience data platform for regulated healthcare.

One product. One dataset. Three layers. Six ways to buy it.
6,000
UK participants (as of July 2026)
8
Social factors profiled at sign-up
6
Regulatory frameworks the outputs are formatted for
Fixed
Scope, duration and deliverables. No open-ended discovery.
UK
Panel live in the UK. Launching in France, Germany, Spain and Italy in 2027.

The Equity Engine captures how people actually live with a condition, use a device, or receive a treatment, from a 6,000-strong UK panel recruited through community partners, and turns that data into the specific evidence artefact a regulator, HTA body, NHS procurement team, or NIHR grant reviewer is now asking for.

It is not a survey tool, a recruitment platform, or a consultancy. It is a dataset that produces a defined set of submission-ready deliverables.

Participants, community partners, and the analytical platform that turns the data into a submission-ready file.

01
Participant layer
6,000 UK adults and carers

Every participant is recruited through a UK community partner and completes a Social Determinants of Health profile at sign-up. Every downstream output can therefore be stratified by the subgroups regulators, HTA bodies and NHS procurement now ask about.

AgeEthnicityFirst languageIncomeGeographyDisabilityCaring responsibilitiesHealth literacy
02
Community layer
Long-term, trust-based relationships with community partners

Charities, faith organisations, disease-specific groups and health-innovation networks who co-design outputs and stay engaged across projects. Not drop-in, drop-out recruitment. Every partner signs a memorandum of understanding, receives a share of sponsor engagement fees, and holds veto power on any output that identifies their community. This is why our sample over-indexes on the exact populations pivotal trials systematically miss.

Ongoing partnershipsSigned MOUsFee shareOutput veto
03
Platform layer
Multimodal capture, AI-analysed and synthesised

Traditional research designs miss most of what people actually experience. We capture across modalities: video diaries, voice notes, longitudinal surveys, focus groups, patient councils and lived-experience narratives. Every modality is analysed and synthesised by our AI pipeline into evidence files pre-formatted for the specific framework you are submitting to. No re-formatting, no bespoke deliverables, no scope creep.

Video diariesVoice notesSurveysFocus groupsPatient councilsNarrativesAI synthesis
Outputs, pre-formatted for

Not a digital panel. Not a CRO. Not an eCOA platform.

You can hire a digital-first panel provider to send you people. You can hire a CRO to enrol them at sites. You can hire an eCOA vendor to collect data on them. None of them produce the subgroup and lived-experience evidence a regulator, HTA body or NHS procurement team now asks about first.

Digital panel providers Traditional recruitment CROs eCOA / ePRO platforms The Equity Engine
Sampling frame Digital-first panel aggregation Site-based, opportunistic Sponsor-provided Community-partner MOUs; over-indexed on populations pivotal trials miss
Subgroup evidence Not produced Not produced Not produced Produced by default, stratified by 8 social factors
Submission-ready outputs No No Data only Pre-formatted for JCA, ESF, DTAC, PMS, INCLUDE
Pricing Per-recruit variable Time-and-materials Per-trial licence Fixed scope, fixed price, fixed duration
Community accountability None None None Community-partner veto on output release; revenue share

One platform, three buyers, six fixed-price engagements.

Tier 1

Pharma & biotech

For pharma medical-affairs, market-access and HEOR teams running a JCA or NICE submission, planning a PMCF, or standing up a patient council.

Tier 2

Medical devices & digital health

For SaMD, digital-health and medical-device manufacturers preparing for NHS procurement, NICE ESF, DTAC or defending a live approval.

Tier 3

Academic, NIHR & non-profit

For academic Principal Investigators writing grants or running NIHR-funded studies that must satisfy INCLUDE. Non-profit access is free by application.

The layer regulators, buyers and community partners all inspect first.

Consented at every stage

Every participant re-consents on a use-case-specific schema, at NIHR guide rates.

Community-partnered

Recruited through named community organisations under signed MOU. Not through a digital panel aggregator.

Independently governed

Trust & Ethics Board: lay chair, clinical ethicist, DPO, two community-partner representatives with veto over any identifying output.

UK-anchored

Data stays in UK jurisdiction. Every output auditable to raw response level.

Read the Trust & Ethics page →

Not sure which engagement you need?

Take the Regulatory Readiness Scorecard. Twenty questions, six domains, a plain-English diagnosis of the regulatory clauses you are exposed under, and the specific fixed-price engagement that closes each gap.

Take the Scorecard →