// Portfolio
Case studies
Real client missions, delivered at IOD Solutions. Each one follows the same thread: a business problem, constraints, an approach, a measured result.
CGR International
Applied AI
LLM extraction of technical data for industrial quoting
Read heterogeneous technical drawings with a vision LLM and extract structured data to automatically feed the quoting calculator.
In prod
AI document extraction
ODERIS
Applied AI
AI classification of slides at scale for due diligence
Automatically file Vendor Due Diligence report slides into a business taxonomy, at the scale of 250,000+ slides, while keeping LLM call costs under control.
At scale
AI document classification
IGAM
Data
Unsupervised NLP detection of recurring topics
An end-to-end unsupervised NLP pipeline to map the recurring topics in the inbound email flow of an accounting firm.
End to end
unsupervised NLP pipeline
Valloire Habitat
Data
Multi-source territorial real-estate scoring
Built over 7 months a full data → decision chain assessing the real-estate appeal of a municipality.
7 months
data → decision chain
Other missions
Versatility: from RAG to data integration and automation.
Hybrid-search RAG pipeline (Claude API, FAISS + BM25, RRF fusion) generating R&D Tax Credit (CIR) sheets, with source traceability.
CHU de Nantes endowment fund: syncing HelloAsso donations → Youday CRM (API reverse-engineering) with idempotency robust to webhook retries.
Customer-loyalty platform: event-driven data platform on GCP (RabbitMQ → Pub/Sub → BigQuery → Dataform), Cloud Run microservices, Terraform + CI/CD.
“smartDevis” demonstrator for insurer MAIF: a React interface for LLM-assisted insurance quote generation (voice input, PDF export).
Water-leak / water-damage specialist: feasibility study to automate 9 contractor extranets (Playwright); login + reading validated.