🧠 Inspiration:
Manuals, tutorials, and technical documentation often assume extensive prior knowledge. Whether assembling furniture, repairing a car, or pursuing a hobby, instructions can be overwhelming. StepWiseAI bridges the gap between complexity and clarity. AI that converts dense, multi-step tasks into clear, actionable instructions.
⚙️ What it does:
StepWiseAI extracts complex instructions from PDFs and supporting images, then generates simplified, step-by-step guidance. Users can also use voice commands to request details or provide additional context.
🏗️ How we built it:
-Frontend: Next.js + Tailwind CSS for a clean and intuitive UI.
-Backend: Spring Boot + Docker + OpenRouter for reliability and scalability.
-AI: ElevenLabs + Gemini + Nano Banana for data processing and presentation.
We implemented automatic hallucination detection to ensure output quality. All sensitive information is stored locally to minimize data risk.
🚧 Challenges we ran into:
-User Privacy: Balancing AI integration with strong security practices such as end-to-end encryption proved challenging. We prioritized data protection and output quality.
-Ease of Use: Voice controls and contextual assistance were integrated to simplify user interaction.
-Model Implementation: Combining multiple models for efficient data processing and user-friendly presentation required extensive optimization.
🏆 Accomplishments we’re proud of:
-Impact: Simplifies complex tasks, enabling users to create with confidence.
-Accessibility: Adaptable to a wide range of use cases.
-Security: Built with strong privacy safeguards and reliable data handling.
📚 What we learned:
-Data Integrity: Gained deeper insight into maintaining secure data workflows.
-Cutting-Edge Technology: Explored how modern AI models can be applied to real-world challenges.
-User Experience: Validated the importance of user feedback in shaping effective solutions.
🚀 What’s next for StepWiseAI:
We aim to expand StepWiseAI’s reach and deploy it on the Vertex AI Platform for broader accessibility and scalability.
Built With
- cloudflare
- css
- elevenlabs
- gemini
- html
- java
- javascript
- nano-banana
- next.js
- openrouter
- springboot
- typescript
- vultr


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