Emotion Logic

Voice-based emotion analysis for insurance fraud detection and claims validation

Claims Technology Startup Bootstrapped

Overview

Emotion Logic is a voice analysis solutions provider for insurance carriers and claims departments. Spun off from Israeli research firm Nemesysco in March 2022, the company applies Layered Voice Analysis (LVA) -- a vocal bio-marker extraction technology developed over more than 20 years -- to detect fraud, validate claims, and assess risk from spoken audio during customer interactions such as FNOL calls and claims interviews.

The company delivers its technology through two primary products: AppTone, a mobile voice questionnaire platform for at-scale claims validation and fraud scoring, and FeelGPT, a report-generation tool that converts recorded conversations into structured emotional intelligence reports. Both products are accessible via the Emlo.cloud SaaS platform and through a developer REST API with Docker support for on-premise deployment.

Emotion Logic operates as a bootstrapped startup with a small team, leveraging the LVA platform developed by its parent organization. In documented insurance deployments, the AppTone product reduced false positive fraud flags by 48% compared to rule-based legacy approaches, enabling claims teams to focus review resources on genuinely high-risk cases.

Products & Services

AppTone

AppTone delivers voice-based questionnaires through mobile workflows, analyzing emotional signals in audio responses to generate fraud risk scores and claims validation indicators. Claimants or applicants respond via WhatsApp-style audio prompts from their phones; AppTone scores responses in real time.

Key Features

Mobile voice questionnaire delivery without app installation
Real-time fraud risk scoring from vocal bio-marker analysis
Fast-track routing for low-risk claims and escalation for high-risk cases
REST API for integration into claims management systems

Target Users: Claims departments, fraud teams at carriers and TPAs

FeelGPT

FeelGPT converts recorded conversations into narrative emotional intelligence reports by combining LVA acoustic analysis with automatic speech-to-text transcription and AI interpretation. It operates as a "virtual expert advisor" layer for call recordings.

Key Features

Automated report generation from recorded audio or phone calls
Combined acoustic analysis and transcript interpretation
Accessible via web platform (Emlo.cloud) or FeelGPT API
Use cases include claims call quality assurance and fraud prevention

Target Users: Claims supervisors, fraud investigators, customer care managers

Emlo Platform

Emlo.cloud is the SaaS delivery platform for Emotion Logic products, providing a web interface for audio upload and analysis, API documentation, developer sandbox, and management of AppTone and FeelGPT workflows.