AMS CG connects researchers, engineers, entrepreneurs, students, companies and institutions to transform talent, data and ideas into concrete projects with local, national and international impact.
AMS CG exists to connect ambitious talent, entrepreneurs, researchers, companies and institutions around applied AI, data science, strategy and entrepreneurship. We believe Southern France has world-class schools, exceptional talent and untapped potential.
Our mission is to make that ecosystem visible, connected and productive. We bridge the gap between isolated talent and real-world projects, creating a fabric of collaboration that generates concrete impact at every scale.
Predictive models, NLP, computer vision, scoring, analytics and ML solutions for real business challenges.
Market research, business strategy, growth planning, operational optimization and data-driven decision support.
Helping founders structure ideas, validate MVPs, build go-to-market strategies and find product-market fit.
Connecting students, researchers, entrepreneurs, companies and international advisors into a productive ecosystem — while teaching members how to build high-level relationships and turn conversations into opportunities.
We are actively building bridges across Europe and progressively expanding our conversations toward the United States.
Through this journey, we connect with students, researchers, entrepreneurs, engineers, executives and professionals
linked to leading academic, technological and financial ecosystems.
Some of these people are interested in advising us, supporting us, collaborating with us or potentially joining the initiative.
These relationships are not presented as formal institutional partnerships, but as real human connections, ongoing conversations
and individual support.
One of our ambitions is also to teach our members how to build this kind of network: how to approach high-level people,
create trust, open doors and turn conversations into concrete opportunities.
Predictive models, scoring, churn, recommendation systems, NLP, computer vision, anomaly detection.
Dashboards, KPIs, customer analytics, segmentation, forecasting, business intelligence.
Market research, growth strategy, operational optimization, decision support.
MVP structuring, market analysis, go-to-market, business model, technical roadmap.
Risk modeling, actuarial analysis, simulation, financial decision intelligence.
AI workflows, reporting automation, LLM assistants, internal tools, productivity systems.
Our vision is to make Southern France a stronger, more visible and more connected hub for technology, artificial intelligence, data science and entrepreneurship. AMS CG is not just a student project. It is a serious network built with national and international ambition.
Our story, mission and ambition.
AMS CG exists to connect ambitious talent, entrepreneurs, researchers, companies and institutions around applied AI, data science, strategy and entrepreneurship.
First locally, then nationally, then internationally. We believe the talent density in Southern France is world-class but under-connected.
Southern France has exceptional schools, outstanding researchers and ambitious builders. But they lack visibility, connection and structured pathways to projects. AMS CG bridges that gap.
We are not only a consulting group. We are a strategic network, an applied AI lab, an entrepreneurial hub and an ecosystem builder. Every project we take on strengthens the ecosystem around us.
What we deliver for companies, startups, entrepreneurs and institutions.
Predictive models, scoring, churn prediction, recommendation systems, NLP, computer vision, anomaly detection. From prototype to production-grade ML pipelines.
Dashboards, KPIs, customer analytics, segmentation, forecasting, business intelligence. Turning raw data into decision-ready insights.
Market research, business strategy, growth strategy, operational optimization, decision support. Data-informed strategy for complex environments.
Helping founders structure ideas, build MVPs, run market analysis, design go-to-market strategies, validate business models and plan technical roadmaps.
Risk modeling, actuarial-style analysis, uncertainty quantification, simulation, financial decision intelligence.
AI workflows, reporting automation, scraping, internal tools, LLM assistants, productivity systems.
A core team, a strategic network, a regional ambition.
AMS CG is built around a multidisciplinary core team covering applied AI, data science, strategy, entrepreneurship, actuarial science, risk modeling and financial decision intelligence.
Beyond the visible team, AMS CG is strengthened by a wider network of researchers, engineers, entrepreneurs, students, young professionals and senior profiles connected to leading companies, innovation ecosystems and top academic institutions.
Profiles connected to AMSE, Aix-Marseille University, Centrale Méditerranée, KEDGE, IAE Aix-Marseille, Sciences Po Aix.
Google Developer Groups community involvement, AI and software meetups, cloud and automation communities.
Researchers, PhD candidates, research-oriented profiles in AI, economics, statistics and computational science.
Actuarial science, insurance, risk modeling and quantitative finance profiles across industries.
France, Portugal, Germany, Belgium, UK, US, China, Bermuda. Real human connections to global ecosystems through alumni, research and professional exchanges.
Problem → Data → Method → Output → Impact.
Predictive scoring framework to identify inactive customers with the highest probability of returning, using behavioral, transactional and recency-frequency features.
Simulation-based risk assessment for real estate investment, combining market volatility with actuarial-style uncertainty quantification.
Automated document generation using local LLMs, structured prompting and template engines for client-ready deliverables.
Deep learning pipeline for manufacturing defect detection using PaDiM, teacher-student networks and YOLOv8 OBB.
Structured market analysis combining public data scraping, competitive positioning and strategic opportunity scoring.
End-to-end customer segmentation using clustering and collaborative filtering for personalized product recommendations.
Three founders. One multidisciplinary vision.
Builds the vision, partnerships, business development and ecosystem strategy of AMS CG.
LinkedIn ↗Covers actuarial science, risk modeling, finance and quantitative decision-making.
LinkedIn ↗Covers technical execution, AI research and international development.
LinkedIn ↗Behind the core team, AMS CG is supported by a wider network of researchers, engineers, entrepreneurs, innovation actors, actuarial and risk experts and international profiles contributing through expertise, introductions, mentoring and project support.
Let's build something together.
Start a project with AMS CG. projects@ams-cg.com
Get support for your startup or entrepreneurial project.
Join the AMS CG network. talent@ams-cg.com
Partnerships, events, ecosystem initiatives. partnerships@ams-cg.com
contact@ams-cg.com • Response within 48 hours