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Insights

Thinking about
emotional intelligence.

Analysis, methodology and perspective on emotional AI in financial services — from the team building EchoDepth.

Compliance

FCA Consumer Duty: Why Vulnerability Detection Needs to Be Real-Time

How real-time emotional intelligence closes the gap between FCA Consumer Duty requirements and what compliance teams can actually deliver.

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Technology

Why Sentiment Analysis Fails for Financial Services

Keyword-based sentiment reads words. It cannot read people. Here is why financial services needs physiological signal analysis.

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Collections

Voice-Based Vulnerability Detection in Debt Collections

Most collections interactions happen by phone. Voice prosody analysis detects vulnerability signals that text-based systems will never see.

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ROI

The ROI of Emotional Intelligence in Financial Services

How a UK bank handling 50,000 vulnerable cases per year can generate £467,000 in annual savings through real-time emotional risk assessment.

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Case Study

UK Lender: Reducing Complaint Escalation with Real-Time Vulnerability Detection

How a mid-tier UK lender used EchoDepth to reduce FCA complaint escalations and document Consumer Duty compliance.

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EchoDepthfor Financial Services

Emotional intelligence for FCA-regulated firms. Cavefish, Cardiff, Wales.

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