Case studies
Nine projects, described in technical detail
IoT fleet security, governance across hundreds of accounts, encrypted health platforms, AI agents over technical documentation, industrial production tooling, white-label ticketing, scientific data pipelines and GPU infrastructure for generative AI.
Client names are withheld at their request, and identifying details with them. The technical content is not: that is what shows the work.
IoT
An international industrial group, consumer goods
Securing a consumer IoT fleet at scale
Secure provisioning, signed firmware, over-the-air updates and supervision tooling for a connected device fleet shipped in very high volume.
- OTA updates
- Signed firmware
- Fleet management
- Canary deployment
Software
A public medical research organisation
An end-to-end encrypted health platform between practitioners and researchers
End-to-end encryption between practitioner and researcher, 3D visualisation of blood flow in motion, and laboratory algorithms industrialised to help prepare sensitive surgical procedures.
- End-to-end encryption
- 3D visualisation
- CE marking
Governance
An international software vendor
Bringing several hundred AWS accounts back under governance
Organizations, SCPs and Firewall Manager to centralise security, AWS Backup as self-service for dozens of teams, and a bill that can be explained again.
- Governance
- FinOps
- Backup as a service
- Audit compliance
IoT
A French industrial equipment manufacturer
Connecting an industrial equipment fleet and making it predictive
Cellular telemetry, predictive maintenance trained on operating history, Data Act data portability APIs, and a back-office for fleet management.
- Predictive maintenance
- Machine learning
- Data Act
- Data streaming
AI
A French industrial equipment manufacturer
An AI agent for technical support and 3D equipment visualisation
A troubleshooting and navigation-assistance agent grounded in documentation indexed with Knowledge Bases, plus generated 3D exploded views to identify the right part first time.
- AI agent
- RAG
- MCP
- 3D visualisation
- Exploded views
Software
A European roll-to-roll materials converter
A production planning application built on a real-time constraint engine
A constraint-propagation engine that recomputes, on every click, which combinations of material, tooling, cutting layout and print plates are still feasible. In daily use at the core of the business.
- Constraint engine
- Electron
- TypeScript
- ERP integration
- PLC acquisition
Data
A European contract research organisation
Speeding up scientific result analysis on AWS and Snowflake
Processing industrialised into automatically triggered pipelines, a single Snowflake warehouse, Power BI reporting, and similarity search across the compound library.
- Snowflake
- Power BI
- Compound library
- OpenSearch
- Embeddings
AI
A generative AI SaaS vendor
Scalable GPU infrastructure for running generative AI models
Spot GPU capacity spread over several Auto Scaling groups, sizing recomputed every 10 seconds from application metrics, and KNN search over millions of images.
- Generative AI
- Custom model training
- GPU fleet
- Spot instances
Software
A French leisure ticketing and employee-benefits operator
A white-label ticketing and employee-benefits platform
One buying journey over heterogeneous supplier stock, white-label portals for dozens of works councils, and an invoicing chain that holds up under margin-scheme VAT.
- White labeling
- Vector search
- Online payments
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Based in Lyon, working with clients in France, across Europe and internationally.