
Product Releases
Track the evolution of ExecReps.ai as we continuously improve our platform and AI models to help you master executive communication skills.
Version Tracks
Platform Version
UI, API, database, and integration improvements
Model Version
AI algorithms, scoring systems, and assessment logic
Enterprise Security Hardening
Comprehensive security hardening across CI/CD pipeline, production infrastructure, and compliance posture. Automated SAST scanning on every pull request, Content-Security-Policy headers, live DAST monitoring, and Supabase RLS policy fixes.
Key Highlights
- CI/CD SAST pipeline with Semgrep static analysis, dependency audit, and Gitleaks secrets detection on every PR
- Content-Security-Policy headers enforced across all pages
- Aikido DAST integration with continuous monitoring on production domain
- /security page with full technical architecture for enterprise security reviews
- Supabase Row-Level Security policy fixes eliminating recursion and tightening blog permission scoping
- Feature flags admin UI for controlled feature rollouts
Enterprise Team Management
Full-depth team management for enterprise organizations. Nested team hierarchies, bulk member onboarding, skill intelligence analytics, team reporting with shareable links, and engagement heatmaps — all in a consolidated single-page admin experience.
Key Highlights
- Nested teams and sub-team hierarchy with unlimited depth creation and member management
- Bulk member invitations via multi-email tag input and CSV import with template download
- Team Skill Intelligence analytics surfacing skill gaps and growth opportunities across the organization
- Team reporting with admin nudges and shareable progress links
- Collapsible member roster accordion with team engagement heatmap visualization
- Consolidated single-page team admin with horizontal tab navigation
- Role definitions with tooltip descriptions and granular permission controls
The Lab — Interactive Research Tools & Content Intelligence
Rebranded blog to "The Lab" — positioning ExecReps as a research authority alongside Gong Labs and Google Labs. Three interactive calculators backed by verified academic research, plus blog categories and search for 13+ published articles.
Key Highlights
- Three interactive calculators: Communication Waste, Meeting Tax, and Coaching ROI with verified research citations
- Blog rebranded to "The Lab" across navigation, footer, and sitemap
- Blog categories (Engineering, Voice, Science, Business Case, Onboarding) with text search and series collections
- Communication Waste Calculator powered by Grammarly research (7.47 hrs/week per knowledge worker)
- Meeting Tax Calculator citing Microsoft (57% of work time in meetings) and Atlassian (72% meetings ineffective)
- Coaching ROI Calculator backed by ICF (700% median ROI) and American University (788% ROI)
Team Discovery, Switching & Consolidation
Domain-based team discovery at signup, multi-team membership with sidebar switcher, join request workflow, admin consolidation dashboard with duplicate detection, XSS protection, feature flag controlled.
Key Highlights
- Domain-based team discovery during signup
- Multi-team membership with instant sidebar team switcher
- Join request workflow with admin approval and pending banners
- Admin consolidation dashboard with domain overview and duplicate detection (red badges)
- XSS protection, timing-safe token comparisons, comprehensive error handling
- Feature flag controlled: team_discovery_enabled, multi_team_enabled
Personalisation Engine — Adaptive Workout Recommendations
Netflix-style personalisation engine. Five-factor scoring algorithm (content relevance, difficulty match, skill gaps, recency, diversity). No LLM — pure algorithmic intelligence built on EdTech research.
Key Highlights
- Five-factor recommendation algorithm
- 'Recommended for You' banner with 2-3 personalised workouts and explanations
- Enhanced onboarding: Challenge Picker + Confidence Slider
- Retrofit survey modal for existing users
- Skill taxonomy: 141 freeform skills → 8 validated psychometric dimensions
- Cold start solution using industry/role/seniority profiles
Science Communication & Research Transparency
5 published blog posts and science page updates explaining research methodology.
Key Highlights
- Five blog posts: communication science, voice assessment, dual-axis scoring, skill taxonomy, PE design philosophy
- 'Workout Personalisation Science' section on /science page
- Blog platform with SEO, Open Graph, structured data
- Cross-linked content architecture
- Cited research: Bayesian Knowledge Tracing, Spaced Repetition, ZPD, IRT
Executive Performance Score (EPS) System
Launched the Executive Performance Score (EPS) — a unified, standardized metric that combines content quality (EIS) and delivery quality (VPS) into a single comprehensive measure of executive communication performance. The system uses population-normalized scoring to ensure fair comparisons across different workouts and difficulty levels, with historical backfill providing accurate performance trends from day one. Enhanced profile views surface EPS alongside detailed breakdowns, while comprehensive testing infrastructure ensures reliability and accuracy.
Key Highlights
- Unified EPS metric (400-1000 scale) combining Executive Impact Score (content) and Voice Performance Score (delivery) with 60/40 weighting
- Population-normalized content scoring using z-score transformation for fair comparisons across workout difficulties
- Historical backfill of all existing submissions with EPS calculations for accurate performance trends and progress tracking
- Enhanced profile experience with EPS score cards, historical charts, and detailed performance breakdowns
- Comprehensive testing suite with data integrity validation, performance benchmarks, and automated CI enforcement
- EPS-informed archetype classification that considers both content quality and delivery effectiveness
Voice Performance Score & Communication Archetypes
Introduced a proprietary Voice Performance Score (VPS) algorithm that analyzes communication patterns across four dimensions: Command, Eloquence, Engagement, and Consistency. The system now classifies users into eight distinct communication archetypes (Analyst, Commander, Diplomat, Maverick, Mentor, Practitioner, Storyteller, Visionary) based on their speaking patterns, providing personalized insights into communication style.
Key Highlights
- VPS scoring system with 400-1000 scale measuring four core dimensions of communication effectiveness
- Eight communication archetype classifications with detailed personality profiles and visual representations
- Growth mechanics that reward improvement trajectory and submission volume
- Automatic VPS calculation after acoustic analysis completion
- Public archetype science pages explaining the methodology and research behind each communication style
Delivery Telemetrics & Mobile Experience
Enhanced the user experience by surfacing delivery metrics prominently throughout the application, making acoustic analysis results more accessible and actionable. Comprehensive mobile optimization ensures a seamless experience across all devices, with responsive layouts and touch-optimized interfaces for workout discovery and submission.
Key Highlights
- Prominent delivery metrics display with visual progress indicators for pace, clarity, and confidence
- Comprehensive submission history with detailed parameter breakdowns
- Mobile-optimized workout pages with full-width responsive layouts
- Enhanced assessment results presentation with clear content and delivery score separation
- Improved submission flow with better status messaging and error handling
Acoustic Analysis & Content-Delivery Fusion
Launched groundbreaking acoustic voice analysis powered by AssemblyAI, enabling the platform to assess not just what users say, but how they say it. The system now provides comprehensive feedback on delivery metrics including speaking pace, filler word usage, speech clarity, and confidence levels. Assessment scores now combine content quality (80%) with delivery effectiveness (20%) for holistic communication evaluation.
Key Highlights
- Real-time acoustic analysis of voice recordings measuring pace, clarity, filler words, and confidence
- Fused scoring algorithm combining content assessment with delivery metrics
- Admin tools for sample audio generation and testing
- Configurable acoustic scoring weights and feature flags for fine-tuned control
- Comprehensive delivery metrics cards showing detailed breakdowns of speaking patterns
Flexible Assessment System
Redesigned the AI assessment architecture to support profession-specific evaluation criteria through a flexible prompt template system. This enables tailored feedback for different roles and industries while maintaining consistent scoring standards. The system now supports dynamic placeholder replacement and nested JSON structures for sophisticated prompt engineering.
Key Highlights
- Profession metadata system allowing customized assessment criteria for different roles
- Global assessment prompt with profession-specific overrides
- Live prompt preview with sample data for testing and validation
- Admin UI for managing system prompts and profession templates
- Configurable assessment levels and rubric categories
Team Accounts & Business Features
Introduced comprehensive team account functionality enabling organizations to manage multiple users, track team performance, and streamline billing. Team owners gain access to powerful analytics dashboards showing usage patterns, score distributions, and individual member progress. The pilot program allows teams to evaluate the platform risk-free before committing to annual subscriptions.
Key Highlights
- Team onboarding with 14-day pilot period and seat-based annual subscriptions
- Team analytics dashboard with usage tracking, score analysis, and submission history
- Pilot management system with flexible seat limits and extension capabilities
- HubSpot CRM integration for automated deal tracking and lifecycle management
- Team submission pooling with transparent allocation and usage monitoring
Enterprise Security & Compliance
Strengthened platform security and compliance posture with comprehensive improvements to authentication, data protection, and privacy controls. Implemented row-level security policies, enhanced notification systems, and updated legal documentation to meet enterprise requirements.
Key Highlights
- Row-level security enabled across six core database tables
- Web push notifications for assessment completion with user-controlled opt-in
- Marketing email preferences with audit logging and Resend integration
- Updated privacy policy and terms of service with transparent data handling practices
- Enhanced authentication flows with improved error handling and session management
Modern Authentication Experience
Completely modernized the authentication system by migrating to Supabase SSR with PKCE flow, providing a more secure and streamlined user experience. Consolidated multiple auth pages into a unified interface, simplified password management, and improved error handling throughout the authentication journey.
Key Highlights
- Migration to @supabase/ssr with PKCE flow for enhanced security
- Unified auth page combining login and signup flows
- Magic link authentication as primary method with improved reliability
- Streamlined middleware for session management and route protection
- Enhanced TypeScript types and error boundaries for better developer experience
Voice-First Onboarding & User Experience
Transformed the new user experience with an interactive voice-first onboarding flow that immediately demonstrates the platform's value. Users complete their first workout during signup, experiencing the full assessment cycle before making any purchase decisions. Enhanced the marketing site with compelling hero sections, comparison tables, and transparent pricing.
Key Highlights
- Interactive voice-first onboarding with immediate workout experience
- Trial submissions system providing 10 free submissions to all new users
- Enhanced marketing pages with hero components, comparison tables, and social proof
- Improved workout catalog with advanced filtering by difficulty, level, and skill focus
- Workout reopening feature allowing users to retry expired exercises
Platform Foundations & Core Features
Established the foundational platform capabilities including authentication, payment processing, workout catalog, and submission workflows. Implemented Google OAuth integration, Stripe billing, and core admin tools. Built the essential infrastructure for voice recording, transcription, and AI-powered assessment delivery.
Key Highlights
- Google OAuth integration with account linking capabilities
- Stripe payment processing for submission purchases and subscriptions
- Voice recording and transcription pipeline
- AI-powered content assessment with GPT-4 integration
- Admin dashboard for user management, workout creation, and submission review
- Real-time submission balance tracking and transaction history
- Chatwoot live chat integration for customer support
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