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Cavefish
Proof & Methodology

The EchoDepth Measurement Framework

FACS standard. 44 Action Units. 14 cultural cohorts across 6 countries.

Frame-by-Frame Emotion Timeline

EchoDepth analyses every frame of a video recording — generating a delivery timeline that maps communication quality, credibility signals and engagement patterns across the full content. Outputs include a scored timeline and a radar chart of signal distribution.

  • Communication signal scores per frame
  • Radar chart of signal distribution
  • Peak risk moment identification
  • Scrubable timeline — click to any second
EchoDepth video analysis — communication signal timeline with radar chart and per-frame scores
EchoDepth communication transcript — words colour-coded by credibility and engagement signal

Emotion Mapped to Every Word

EchoDepth's transcript layer colour-codes every word by the emotional state detected at that moment. This reveals which specific content triggered which emotional response — making it possible to re-engineer communications at the word level.

The transcript layer is available on video analysis sessions and provides the evidential foundation for coaching, editing and communications optimisation.

Built on Validated Science

FACS Standard

The Facial Action Coding System is the gold standard for delivery signal measurement. EchoDepth implements 44 Action Units — significantly more granular than broad sentiment classification.

Communication Depth Model

Multi-dimensional delivery quality mapping. EchoDepth outputs go beyond positive/negative sentiment to provide the full communication signal picture.

Cultural Calibration

Communication signals are culturally modulated. EchoDepth is calibrated across 14 cohorts in 6 countries — preventing the cultural bias that invalidates many AI analysis tools.

EchoDepth by the Numbers

44
FACS Action Units
14
Cultural Cohorts
6
Countries
13+
Awards Won
Depth
Analysis Model
FACS
Industry Standard

All EchoDepth Use Cases

finance

Shareholder Presentation Analysis

Cannot predict investor emotional reaction

Investor Trust ScoreCredibility Signal Map
finance

Earnings Call Analysis

Emotional signals missed in live delivery

Credibility TimelineStress Signal Map
sales

Sales Demo Analysis

Buyer confidence unclear during demos

Buyer Engagement ScoreObjection Signal Map
sales

Discovery Call Analysis

Weak qualification signals in early sales conversations

Congruence ScoreInterest Signal Map
defence

Airport Screening Analysis

Threat signals missed by existing screening processes

Behavioural Risk ScoreAction Unit Pattern Map
defence

Border Security Analysis

Behavioural risk undetected by document-based processes

Risk Signal ScoreEmotional State Classification
leadership

Executive Communication Analysis

Low trust in leadership communications

Trust Signal ScoreCredibility Consistency Rating
leadership

Transformation Messaging Analysis

Change initiatives fail due to undetected resistance

Resistance Signal MapTrust Gap Analysis
hr

Interview Analysis

Unconscious bias and weak signals in interview assessment

Candidate Stress ProfileInterviewer Consistency Score
hr

Toxic Behaviour Detection

Hidden culture risks undetected until too late

Culture Risk ScoreInteraction Pattern Flags
insight

Campaign Testing

Unclear audience emotional reaction to campaign content

Emotional Response CurvePeak Engagement Moments
insight

Message Testing

Messaging lacks clarity and emotional resonance

Trust Score by VariantClarity Signal
finance

Investor Confidence Scoring

Investor confidence is not measurable before markets move

Investor Confidence ScoreConviction Signal Map
finance

Customer Vulnerability Detection

Vulnerability signals in customer interactions go undetected and undocumented

Vulnerability Signal ScoreDistress Flag (real-time)
leadership

Board Presentation Analysis

Board decisions lack genuine alignment

Board Alignment ScoreConviction Signal per Director
Related:EchoDepth Overview →How It Works →FACS Explained →What Is Decision Intelligence? →Emotional AI Glossary →Governance & GDPR →Security →Compare EchoDepth →What Is a Trust Score? →What Is a Credibility Signal? →

13 Awards — Every One Listed

We list every award individually because aggregate claims without evidence are meaningless. If you're doing due diligence, these are verifiable.

🏆 2024
IoD Director of the Year — Technology
Institute of Directors Wales
🏆 2024
European Cyber Security Organisation (ECSO)
🏆 2024
Cardiff Life Awards — Digital Business of the Year
Cardiff Life
🏆 2024
Martech Breakthrough Award — AI Innovation
Martech Breakthrough
🏆 2024
UK Tech Awards — AI & Machine Learning
UK Tech Awards
🏆 2024
UK FinTech Awards — Best Use of AI
UK FinTech Awards
🏆 2024
FinTech Wales Award — Innovation
FinTech Wales
🏆 2024
EBA Day Award — Emotional AI Category
European Banking Association
🏆 2024
UK Chamber of Commerce — Digital Innovation
British Chambers of Commerce
🏆 2025
ITEC Conference
🏆 2025
AI Wales Recognition Award
AI Wales
🏆 2025
Media Cymru / Transport for Wales
🏆 2025
Business News Wales — Technology Company of the Year
Business News Wales

Awards without URLs were received in physical or non-digital ceremonies. Jonathan Prescott's LinkedIn profile contains further verification. Verify on LinkedIn →

See the Methodology Applied to Your Context

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Methodology questions

How accurate is EchoDepth?

EchoDepth uses the FACS standard — 44 Action Units calibrated across 14 cultural cohorts in 6 countries. It measures observable delivery signals in content, not self-reported sentiment or keyword matching. The methodology has been validated in peer-reviewed literature across multiple cultural and professional contexts.

Has EchoDepth been independently validated?

EchoDepth is built on the FACS standard, originally developed by Paul Ekman and Wallace Friesen at UCSF. The underlying Action Unit framework has been validated in hundreds of peer-reviewed studies. EchoDepth's implementation has been tested in the FCA Regulatory Sandbox and has won 13 industry awards across independent evaluation programmes.

What is the FACS standard?

The Facial Action Coding System (FACS) is a comprehensive taxonomy of human facial movements. It defines 44 Action Units — discrete movements of specific facial muscle groups — validated as delivery indicators across cultures. FACS is the most widely validated framework for objective communication signal analysis in the peer-reviewed literature.