# Emotion Logic > Voice\-based emotion analysis for insurance fraud detection and claims validation ## At a glance | Field | Value | | --- | --- | | Category | Claims Technology | | Type | Solutions Provider | | Region | EMEA | | Headquarters | Kadima-Zoran, Israel | | Founded | 2022 | | Stage | Startup | | Employees | 1-10 | | Funding | 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. **Key features:** - Web\-based audio analysis dashboard - API documentation with Postman sample collections - Open\-source library samples for developer integration - Docker support for private cloud or on\-premise deployment *Target users:* Technical teams integrating voice analysis into carrier workflows ## Category & focus - Subcategories: Fraud Detection, Claims Automation, Risk Scoring - Insurance verticals: P&C Personal, P&C Commercial, Life & Annuity - Target customers: Carriers, TPAs ## Notable customers - Insurance carriers and claims departments \(specific organizations not publicly disclosed\) ## Links - Website: - Directory profile: - Blog: - Apptone: - Feelgpt: - Linkedin: - Insurance page: - Platform / docs: --- *Last updated: 2026\-06\-25*