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Lucas Kling — multi‑entrepreneur and AI‑driven CEO who converts cutting‑edge research into industrial and societal value.

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In parallel with my corporate role as CEO of Aperam Services & Solutions France, I have founded and grown a portfolio of independent ventures—most recently Autodyna, which commercialises AI‑powered automation, inspection and sustainability technologies for global players such as Petrobras, Volvo and John Deere. Over the past 15 years these ventures have blended deep learning, digital‑twin physics and generative optimisation to create €50 M+ in client value and deliver average productivity gains of 30%.

I am currently leading Coral Sol, a €10 M joint R&D programme with Petrobras that is building the first diver‑less, autonomous sub‑sea thermal‑neutralisation system for the invasive sun‑coral (Tubastraea sp.).

Over a 36‑month schedule the project will take the technology from TRL‑4 to TRL‑7 — delivering a AI-based remotely ignited underwater torch capable of applying controlled heat to eradicate colonies while capturing geo‑referenced data for ecological monitoring and further service.

Past Successes

AI- Robotics & Smart Automation

Reinforcement‑learning controllers and adaptive path‑planning embedded in industrial robots to execute high‑precision, low‑OPEX tasks.

AI‑Inspection & Quality Intelligence

Deep‑learning vision and anomaly‑detection pipelines that identify defects in real time and push inspection accuracy beyond human capability.

Digital Twin & Predictive Analytics

Hybrid physics‑ML twins that simulate asset behaviour, forecast wear/energy/downtime and recommend live parameter adjustments.

Generative AI for Process Optimisation

GenAI agents that explore millions of production‑layout scenarios and output cost‑optimal configurations within minutes.

Categories - Past Successes

Current Challenge

Coral Sol

We are currently  Coral Sol, a €10 M joint R&D programme with Petrobras that is building the first diver‑less, autonomous sub‑sea thermal‑neutralisation system for the invasive sun‑coral (Tubastraea sp.).
Over a 36‑month schedule the project will take the technology from TRL‑4 to TRL‑7 —delivering a remotely AI-based tracking & ignited underwater torch capable of applying controlled heat to eradicate colonies while capturing geo‑referenced data for ecological monitoring .
Two cooperation agreements with Petrobras, each worth more than €5 M, secure full

funding and offshore test beds; the diver‑less approach eliminates human exposure, cuts

maintenance costs and sets a new benchmark for marine‑biodiversity protection ​.

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Next Challenge - Safety Traking & Tactical Actions

In parallel, I am raising €10 M in growth capital for Safety Tracking & Tactical Actions (STTA)—a real‑time public‑safety platform that uses edge‑AI drones, multimodal perception and Large Action Models to recommend optimal interventions within three seconds, targeting up to 70% incident reduction in urban and industrial environments.

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