Services
Three packaged offers to meet your data, AI and product needs.
AI Architecture Framework
Operating framework to design, industrialize and govern production AI systems.
Strategy & Scoping
Executive scoping, ROI prioritization, roadmap.
Data & Infrastructure
Resilient pipelines, storage, ingestion and quality.
Model & Orchestration
Model selection, training, updates and orchestration.
Deployment & Observability
CI/CD, monitoring, alerting, retraining triggers.
Governance & Security
Access control, traceability, compliance, risk review.
Trust signals
Method, governance and delivery discipline - no marketing claims.
Delivery discipline
- Scoping: goals, constraints, risks, acceptance criteria
- Architecture: ADRs, reviews, standards, threat model
- Run: observability, incidents, SLO/SLI, post-mortems
Security & governance
- RBAC / least-privilege, audit trails
- Data classification & retention
- LLM safety: prompts, evals, light red teaming
- Compliance: privacy-by-design (when applicable)
Artifacts (on request)
- Statement of Work (SOW) / delivery plan
- Architecture diagram + runbook
- Risk register + DPIA checklist
- Cost model (FinOps) & capacity assumptions
Documents and examples available on request.
Engagement models
Three formats to scope, design, and drive a production AI system.
- Strategic AI advisory (executive scoping, prioritization, ROI)
- AI architecture design (LLM/RAG, data platform, MLOps, security)
- Technical leadership & oversight (architecture reviews, delivery oversight, standards)
Why me
- •Systems thinking
- •Production experience
- •Executive communication
- •Governance & security awareness
- •Cross-domain AI architecture
How I work
Discovery
Understanding context and objectives.
Design
Architecture proposal and action plan.
Implementation
Incremental and iterative delivery.
Handover
Team enablement and documentation.
Architecture d’un système IA moderne
Data Sources
Ingestion
Warehouse
ML / LLM
API
Dashboard
Ressources
Checklist Audit Data
Structure d’audit rapide pour cadrer la qualité, les flux et les dépendances data.
Détails disponibles sur demande.
Template Architecture IA
Trame de référence pour concevoir une architecture IA claire, modulaire et scalable.
Détails disponibles sur demande.
Guide LLM en entreprise
Points clés pour cadrer les usages LLM, la sécurité et la mise en production.
Détails disponibles sur demande.