Jurnii
AI-Driven UX Intelligence Platform
Jurnii is an enterprise-grade SaaS platform that delivers automated UX intelligence for web and mobile experiences. The platform leverages AI to analyze screenshots, recordings, and design artifacts, generating rich UX audit reports across Performance, Journey, Usability, and Perception dimensions.
What started as a proof of concept quickly evolved into a funded, revenue-generating product after stakeholders were impressed by the depth and clarity of the AI-generated reports. The platform is now actively used by clients and generates significant business value.
The platform offers two core products: - Analysis Product – Generates detailed UX audit reports for websites, supporting both Expert Reports (in-depth single-site analysis) and Competitor Reports (comparative benchmarking across multiple sites) - Customer 360 (C360) – Aggregates and visualizes promotional content and marketing campaigns through automated scraping and rich analytics dashboards
Tech Stack
Project Gallery
UX audit reports overview with analysis status
Intelligent search to execute rich UX reports on any website
Overall UX score with detailed breakdown
Performance metrics and optimization recommendations
User journey mapping and flow analysis
Usability heuristics and accessibility insights
Brand perception and visual design analysis
C360 product for promotional content aggregation
Key Responsibilities
- Led end-to-end development as Full Stack Developer, owning frontend architecture, report UX, AI workflows, and production rollouts
- Designed and built the entire frontend using Next.js 14 (App Router) with focus on performance and accessibility
- Created highly interactive UX audit reports with tab-based layouts, visual comparisons, and annotation workflows
- Optimized report rendering and data pipelines, reducing report load time from ~30 seconds to under 2 seconds
- Built an AI-powered Report Assistant chatbot using RAG, LangGraph, and PostgreSQL vector extensions
- Developed advanced AI workflows for industry onboarding, journey discovery, and heuristic generation
- Implemented automated journey execution using browser automation and screenshots
- Integrated Stripe subscriptions and billing with plan-based feature access
- Built notification systems and internal automation using Windmill flows
- Managed production data migration, user account creation, and report reassignment in live environments
Key Achievements
- Played key role in evolving product from POC to funded, revenue-generating SaaS platform
- Reduced UX audit time from weeks to hours by automating analysis through AI-powered workflows
- Improved report load times from 16s to ~2s through optimization
- Designed modular LangGraph architecture enabling parallel execution of 4 assessment categories
- Built scalable competitor benchmarking system processing multiple websites simultaneously
- Achieved type-safe end-to-end development with Zod validation and GraphQL codegen
- Implemented real-time collaboration features for team annotations using Liveblocks
