Project
Nodl
Problem
People who think faster than they type — clinicians, coaches, consultants, researchers, journalers — lose ideas when capture is slow. Classic dictation returns raw transcripts that still need a second pass: cleaning filler words, structuring findings, and formatting output for the intended use case. Mobile apps add friction; switching tools breaks the flow from speech to finished document.
Solution
- → Browser-based recording and upload — no app install, capture from any device
- → Live transcript while speaking, with speaker identification for conversations and interviews
- → AI pipeline turns unstructured speech into finished documents — clinical notes, session notes, journal entries, meeting notes, to-do lists
- → Custom document templates with instructions and reference files so output matches your format and style
- → Transcription in 14 languages with translation into 70 languages
- → Export as PDF, Word, or Markdown; download original audio; private workspace with full data control
- → Encrypted storage on servers in Germany; processing via EU-based AI providers only
Result
Nodl closes the gap between speaking and a usable document. Users record a few minutes of unstructured speech and receive a structured, proofread-ready output — not a transcript they still have to rework. The product runs in production with paying customers.
Beyond the product itself, Nodl is also a showcase of agentic AI engineering at ex-nihilo: the codebase is 100% AI-generated, maintained by AI agents under human direction, and held to production standards through automated quality gates — migration safety, security scanning, linting, and a full test suite including headless browser tests.
Key Features
Voice-to-Document Pipeline
Voxtral transcription plus Gemini transformation from audio to structured Markdown
Custom Templates
User-defined output types with instructions and sample documents
Live Transcription
Real-time preview while recording, with batch diarization and synced audio player
Multi-Language
Interface in English and German; 14 transcription languages, 70 translation targets
Workspace Tenancy
Multi-tenant SaaS with session auth, admin management, and Stripe billing scaffolding
Quality Gates
Single handoff gate (make check) runs migrations, lint, and full test suite before any change ships
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