— AI & DATA PIPELINES AND INFRASTRUCTURE
YOUR DATA.
YOUR INFRASTRUCTURE.
YOUR SOVEREIGNTY.
We design, deploy and operate features through secured, compliant and high-performance AI & Data pipelines, extending your solutions, running on your information systems, for sensitive sectors organisations.
A EUROPEAN COMPANY
HOSTING AND PROCESSING ON YOUR INFORMATION SYSTEMS
CONFIDENTIALITY
ABSOLUE
COMPLIANCE
GDPR, NIS2
SECURITY
BY DESIGN
CONTROL
YOUR DATA
ENGINEERING
COMPLIANCE, SYSTEMS
CONFIDENTIALITY
ABSOLUE
COMPLIANCE
GDPR, NIS2
SECURITY
BY DESIGN
CONTROL
YOUR DATA
ENGINEERING
COMPLIANCE, SYSTEMS
CONFIDENTIALITY
ABSOLUE
COMPLIANCE
GDPR, NIS2
SECURITY
BY DESIGN
CONTROL
YOUR DATA
ENGINEERING
COMPLIANCE, SYSTEMS
CONFIDENTIALITY
ABSOLUE
COMPLIANCE
GDPR, NIS2
SECURITY
BY DESIGN
CONTROL
YOUR DATA
ENGINEERING
COMPLIANCE, SYSTEMS
— OUR EXPERTISES
DATA ENGINEERING
Collect, govern and process data for analytics and AI workloads.
- Data Lakes
- Data Warehouses
- Streaming (NATS/Kafka)
- ETL/ELT & Governance
MACHINE LEARNING
Design, optimize, develop and deploy ML models for production-grade pipelines.
- Neural Networks
- Bayesian Optimization
- Fine-Tuning
- Training & Inference
GPU ACCELERATION
High-performance computing techniques and Nvidia GPUs acceleration.
- CUDA C/C++
- Memory Management
- Optimized Kernels
- Performance Profiling
PLATFORM ENGINEERING
Enterprise-grade on-premise infrastructure and observability.
- Kubernetes
- On-premise & Bare Metal
- High Availability
- Monitoring & Logging
— OUR SOLUTONS
Sovereign AI & Data solutions, articulated around your data, integrated to your software and deployed on your infrastructure.
Wots AI conçoit et déploie des solutions d'intelligence artificielle, de data et d'infrastructure pour les organisations qui ne peuvent pas se contenter d'une intégration standard ou d'une dépendance complète à des plateformes externes. Nous vous aidons également à répondre aux exigences de sécurité et de résilience de NIS2 via une infrastructure que vous maîtrisez et contrôlez de bout en bout.
Feasibility
Analysis
Private AI & Data platforms
Product
AI Integration
Ingénierie IA & Data
— APPLICATION SECTORS
An expertise tailored for sensitive environments.
We accompany actors that want to integrate artificial intelligence in contexts where data, processes and business constraints need a well-mastered approach.
Our solutions are flexible, where each use case emerges from thoughtful studying of the environment operational reality.
HEALTH
LEGAL
ENERGY
INDUSTRY
LOGISTIC
TRANSPORTS
HEALTH
LEGAL
ENERGY
INDUSTRY
LOGISTIC
TRANSPORTS
— OUR APPROACH
Our methodology is flexible, made to adapt to sectors that evolve quickly.
We begin by analysis the project context, objectives, regulatory constraints and data availability.
This phase enables assessing the project feasibility, conceiving the high level target architecture preview and specializing the data platform to match security policies and envisaged use cases.
Each feature is then developped following an iterative cycle : design, integration, testing, and business validation.
Metrics are tracked, workflows and models are adjusted, and the solution is maintained and continuously improved and in order to ensure matching with real usages.
INITIAL SEQUENCE
1
FEASIBILITY ASSESSMENT
Analysis and understanding of the existing context, project stakes and establishing a risk thoughftul roadmap.
2
DATA PLATFORM
Setting up the data platform, processing pipelines and the ingestion intakes to enable the data analysis.
3
DATA ANALYSIS
Analysis of the collected data, reporting and projections to determines the features relevance and priority order.
PER FEATURE SEQUENCE
4
SOLUTION IMPLEMENTATION
Select feature design, implementation, testing, deployment and observability setup.
5
ADJUSTMENTS & BUSINESS VALIDATION
Evaluation post-implementation of feature KPIs. Optimizing business rules and validation of the expect outcomes.
6
MAINTENANCE & CONTINUOUS IMPROVEMENT
Setting up automated continuous improvement strategies and software maintenance.
— ABOUT US
An AI & Data engineering company that operates within sensitive environments.
We conceive and deploy fully tailored AI & Data solutions, from the feasibility analysis up to deployment : infrastructure, architecture, pipelines, models, business applications and integration.
Each solution is adapted to the operational, technic, regulatory and security constraints and organisation policies.
Our scope versatility is based on an end-to-end technical mastery that enables us to build full solutions without depending on external providers.
Our architectures stay modular to keep your technical autonomy, conformity perimeter and master your data and processings.
Our positionning follows a guiding principle : data, models and treatments should be under organisation's control.
We thus conceive solutions hosted on-premise, or inside a private environment, integrated into the existing information system and governed by the same security, traceability and compliance rules.