From theory to delivery: How Atos upskilled 400 engineers in agentic AI | Amazon Web Services
When Atos set out to upskill 400 engineers from theory to delivery in agentic AI, the team faced a familiar challenge: how to build real-world capability, not only theoretical knowledge. Online courses and classroom-based instruction build foundations, but they do not always give teams the confidence or practical experience needed to apply AI effectively to business problems.
Through the Atos partnership with AWS, we had already seen that hands-on learning was the missing ingredient in effective AI enablement. We had previously delivered practical upskilling in reinforcement learning through AWS DeepRacer and in model fine-tuning through AI League in 2025.
In 2026, Atos partnered with AWS to run an agentic AI League event for 400 engineers. Over three days, engineers moved from limited hands-on experience to building multi-agent systems with pathfinding, guardrails, memory, and fine-tuned models. They competed on a live leaderboard that scored both performance and efficiency.
Participant skill...
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