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Cavefish
Four Claims. Four Proof Points.

The only UK-built
emotional risk
infrastructure for
enterprise.

EchoDepth quantifies emotional risk before execution — forecasting trust, credibility and resistance before high-stakes decisions are made. UK-built. ICO registered. 14 cultural cohorts. Full governance layer. Below, we prove each claim.

01 — UK-built02 — ICO registered03 — 14 cultural cohorts04 — Full governance layer

ICO ZB915633 · 44 FACS AUs · 14 cohorts · 6 countries · 13 awards

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01UK-built

Sovereign by design, not by registration

EchoDepth is built, trained and operated in Cardiff, Wales. Not a US product with a UK data centre. Not a subsidiary with a local wrapper. The methodology, the cultural calibration work, the governance architecture — all developed here. This matters in defence procurement, NHS deployment, and any context where supply chain provenance is assessed.

About Cavefish →
Evidence
HQ15 Neptune Court, Cardiff CF24 5PJ
FoundedSeptember 2023, Wales
BackingWelsh Government · Media Cymru · AI Wales CIC
PresentedITEC 2026, ExCeL London · ECSO Cyber Solution Days
CoverageThe Daily Telegraph, Research Live, Authority Magazine
02ICO registered

Verifiable. Not claimed.

ICO registration ZB915633 is publicly verifiable at ico.org.uk in under 60 seconds. Most AI vendors claim GDPR compliance. Few are ICO registered as a data controller. Fewer still have documented their Legitimate Interests Assessment and DPIA as public-facing documents. Ours are. Because in a regulated procurement context, claims without evidence are not claims — they're liability.

Governance framework →
Evidence
ICO registrationZB915633 — verifiable at ico.org.uk
LIA on fileLIA-ED-SPORT-001 · January 2026
DPIA on fileDPIA-ED-SPORT-001 · January 2026
DPAProvided as standard for every enterprise deployment
SandboxFCA Regulatory Sandbox participant
0314 cultural cohorts

Bias is a methodology failure, not an edge case

The FACS Action Unit framework is universal. The display rules that govern how cultures express and suppress emotion are not. Uncalibrated emotion AI produces systematically different accuracy rates across populations — which in a regulated context is a legal risk, not just a performance issue. EchoDepth's calibration across 14 cohorts in 6 countries means the threshold for AU6+AU12 (genuine smile) is not the same for a Korean delegate and a Brazilian executive.

Methodology detail →
Evidence
Cohorts14 distinct cultural calibration cohorts
Countries6 countries of primary calibration
AUs tracked44 FACS Action Units per frame
FrameworkEkman & Friesen FACS — peer-reviewed gold standard
Equality ActOutputs audited for demographic consistency
04Full governance layer

Built for the procurement process, not around it

Enterprise AI procurement in regulated industries — financial services, legal, defence, healthcare — requires documentation that most AI vendors generate retrospectively when asked. EchoDepth generates it as a standard output of every deployment: DPA, DPIA, LIA, consent architecture, audit trail, and sector-specific governance notes. The governance layer is not a compliance add-on. It is the product.

Security & compliance →
Evidence
DPAUK GDPR Article 28 compliant — standard for all deployments
DPIADeployment-specific — not a template
Audit trailTimestamped, reproducible, structured for regulatory review
Consent archExplicit consent frameworks — deployment-specific
Human reviewAll outputs are evidence for human decision-makers

The free analysis tests all four claims in practice.

Submit one piece of content — video, audio, script or transcript. Receive a full EchoDepth scored report within 5 working days. No credit card. No commitment. The governance documentation comes with it.

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RelatedEmotional Risk Intelligence →EchoDepth Platform →Investors →Proof & Methodology →