August 2025
This project involved building a smart assistant that interprets high-level project ideas and automatically generates detailed, developer-ready roadmap items. The AI engine integrates seamlessly into a web-based dashboard, allowing users to refine, prioritize, and organize tasks dynamically. The platform emphasizes clarity, speed, and actionable insights, enabling teams to accelerate product planning and reduce ambiguity in early-stage development.
KaruSystems OÜ
AI-Powered Roadmap Generation: Automatically converts high-level project ideas into detailed roadmap items and tasks.
User Story Creation: Generates structured user stories from natural language input, supporting agile workflows.
MVP & Scope Estimation: Estimates development effort and suggests MVP features based on user priorities.
Interactive Dashboard: Allows drag-and-drop organization, task editing, and progress tracking with real-time AI suggestions.
Collaboration & Feedback Integration: Supports team collaboration by providing AI-generated recommendations and refinements for shared projects.
Next.js & TypeScript: Built a responsive, dynamic web interface with App Router and interactive components.
Tailwind CSS & Framer Motion: Used for modern UI design, animations, and drag-and-drop interactions.
OpenAI API: Integrated AI models for natural language understanding, task generation, and effort estimation.
PostgreSQL & Prisma: Managed structured project data, tasks, and AI-generated content persistently.
A key challenge was ensuring the AI-generated roadmap items were accurate, actionable, and aligned with user intent. Balancing AI suggestions with human edits required careful interface design and feedback mechanisms. Integrating AI responses in real time without compromising dashboard performance deepened my expertise in asynchronous web interactions, data modeling, and frontend-backend integration.
The project resulted in an intelligent, interactive project management assistant that reduces the friction of planning and accelerates product development. By combining AI-powered insights with a clean, intuitive interface, the tool allows teams to move from idea to actionable roadmap items faster, fostering collaboration, clarity, and efficient project execution.
© 2025 /Arthur Tousch
