Our Complete Strategy
Needs Analysis & Context Understanding
We begin each project with a detailed analysis of your business and technical environment. This step includes:
01.Understanding of processes, business constraints, and strategic challenges
02.IAI & cybersecurity maturity analysis
03. Identification of risks, vulnerabilities, and optimization opportunities
04.Definition of functional and technical project objectives
Objective: Establish a clear, realistic vision aligned with your strategy.
Audit & In-Depth Diagnosis
To ensure a tailor-made solution, we conduct a comprehensive audit:
Cybersecurity posture analysis
AI audit (models, data, governance, AI Act compliance)
Risk analysis (traditional + predictive AI)
Infrastructure evaluation (cloud, network, embedded systems, etc.)
Objective: Uncover true risks, prioritize actions, and define scope.
Solution Design & Architecture
Based on the needs and audit, we design a robust and scalable architecture:
Technical architecture (network, cloud, security, API, AI)
Cybersecurity architecture (IAM, SOC, SIEM, Zero Trust, EDR/XDR)
AI architecture (data pipelines, models, AI monitoring, MLOps)
Compliance plans (GDPR, NIS2, AI Act, ISO 27001, automotive standards, etc.)
Objective: Create a solid, secure, modular, and sustainable solution.
Development & Integration
We develop the solution while adhering to the highest quality standards:
AI model development (fraud detection, threat prediction, etc.)
Software or embedded development (APIs, applications, dashboards)
Integration with existing systems (ERP, vehicles, sensors, IoT, smart cities…)
Implementation of advanced security mechanisms
Objective: Deliver a high-performance, secure, and seamlessly integrated solution.
Testing & Quality Validation
We validate each solution according to a rigorous methodology:
Unit, functional, and integration testing
Load and performance testing
Cybersecurity testing (pentest, fuzzing, AI attack simulations)
Business validation with your teams
Objective: Ensure a reliable, resilient product that meets all requirements.
Deployment & Production Rollout
The deployment is carried out in a controlled and secure manner:
Orchestration of production rollout
Configuration of environments and AI pipelines
Security hardening & initial monitoring
Training of internal teams
Objective: A smooth, secure deployment with no disruption to operations.
Supervision, Monitoring & Continuous Cybersecurity
Once operational, the solution is continuously monitored:
AI monitoring (MLOps, model drift, data quality)
Cybersecurity monitoring (AI SOC, behavioral detection)
Continuous updates and improvements
Incident response & automation (SOAR, AI scripts)
Objective: Ensure long-term protection of infrastructure and guarantee performance.
Continuous Improvement & Functional Evolution
Your solution evolves based on:
New features
New regulations
Evolving cyber threats
Technological or business changes
Objective: Make your solution a living asset, always up to date.
Secure Decommissioning
If the solution needs to be replaced or retired:
Secure decommissioning plan
Data migration
Secure destruction or anonymization of sensitive data
Post-decommissioning review
Objective: Properly and safely shut down a system that has reached the end of its lifecycle.
