A relentless execution doctrine
Innovation leaves no room for improvisation. Our laboratory deploys a strict engineering methodology, combining the precision of fundamental research with the velocity of continuous deployment cycles (CI/CD).
Discovery & Scoping
Understand your business challenges, analyze your data and define the project scope.
Activities
- Scoping workshops with stakeholders
- Available data audit (quality, volume, accessibility)
- Priority use case identification
- Technical feasibility assessment
- Success criteria and KPIs definition
Deliverables
- Audit and feasibility report
- Prioritized use case backlog
- Preliminary technical architecture
- Planning and budget estimate
Proof of Concept (POC)
Quickly validate the technical approach on a limited scope.
Activities
- Data preparation and cleaning
- Experimentation with multiple approaches
- Functional prototype development
- Performance evaluation
- Validation with business users
Deliverables
- Demonstrable functional POC
- Performance report and benchmarks
- Recommendations for next steps
- Refined estimate for MVP
MVP & Industrialization
Develop a robust, integrated solution ready for production.
Activities
- Final model development
- MLOps architecture and CI/CD pipelines
- Integration with existing systems
- Automated testing and quality validation
- Complete technical documentation
Deliverables
- Solution deployed in staging environment
- Documented and tested APIs
- Automated deployment pipeline
- Technical documentation and guides
Production & Support
Deploy to production and ensure performance monitoring.
Activities
- Production deployment
- Monitoring setup
- Team training
- Support and maintenance
- Continuous optimization
Deliverables
- Production system
- Monitoring dashboards
- Runbooks and procedures
- Monthly performance report
Key principles
Fail Fast, Learn Fast
We favor short cycles to quickly validate hypotheses and adjust course if necessary.
Incremental deliverables
Each phase produces tangible deliverables. You see value progressing at each step.
Close collaboration
Regular check-ins, backlog access, frequent demos. You are involved at every step.
Production-first
From the POC, we think about deployment. No "it works on my laptop".