AI-powered EHS & Quality Management Platform
We built CleverQM from scratch as founding engineer at AI Solutio GmbH. It's an EHS and quality management SaaS platform for the German market. The risk assessment module uses context engineering to gather structured workplace data before generating DGUV-compliant hazard assessments. The substance module uses OCR and multimodal LLMs to extract data directly from Safety Data Sheet PDFs, with Microsoft Presidio handling PII redaction. Employee instructions use local Whisper for transcribing safety briefings. We built custom MCP servers so the AI produces accurate, regulation-compliant German-language outputs across all modules.
Project Details
Client
AI Solutio GmbH
Industry
EHS & Quality Management
Location
Stuttgart, Germany
Services
Solution Architecture, Full-stack Development, AI Engineering, Prompt Engineering
Challenge
Build an EHS SaaS platform from zero that handles German compliance workflows - risk assessments, hazardous substance management, and safety training - with AI that produces correct German-language regulatory outputs across multiple input modalities (PDFs, images, audio).
Solution
Built a modular Next.js app with Supabase and custom MCP servers for AI context retrieval. The risk assessment wizard uses a multi-step context engineering approach - gathering activity areas, equipment, and workplace conditions - before generating hazard assessments following DGUV methodology. The substance module combines OCR and multimodal LLMs to parse Safety Data Sheet PDFs and images, extracts structured hazard data, and runs it through Microsoft Presidio for PII redaction before storage. The LMS uses local Whisper to transcribe recorded safety briefings and tracks training completion per employee.
Results
- Risk assessment wizard using context engineering for structured data gathering before AI generation
- SDS extraction pipeline combining OCR, multimodal LLMs, and version tracking
- PII redaction with Microsoft Presidio across all AI-processed documents
- Local Whisper integration for transcribing safety training audio
- Custom MCP servers for AI context retrieval and German-language prompt engineering
- LMS for mandatory safety training with per-employee compliance tracking
- All modules aligned with German regulatory standards (DGUV, GefStoffV)