Domains: banking, nuclear, defense, telecom, CSR

→ Banking & Finance

The sector must adopt AI without conceding control over its data or its operational resilience.

We help banks design and implement AI solutions tied closely to their processes. We target high-value uses (analysis, detection, decision support) and we put them into production. Every deployment stays auditable and operated under internal control.

GDPR compliance and operational security in the sense of DORA frame the entire engagement.

Engagement example Design and production of an internal analysis assistant, hosted in a protected environment and integrated with existing compliance processes.

→ Nuclear

The sector combines an absolute safety requirement with high regulatory complexity.

Controlled AI supports plant operations, the pre-drafting of safety cases and R&D work. We build tools that accelerate these tasks while preserving precise command of the regulation. Humans remain the decision-makers; AI documents and proposes, under control.

Decision traceability and command of the regulatory knowledge take precedence over any gain in speed.

Engagement example Development of a tool for pre-drafting and document verification of safety cases, operated on servers in a protected environment.

→ Defense

The sector faces adversaries who use technological advantage as a weapon.

Controlled AI strengthens real-time analysis and threat detection. We design decision tools suited to operational constraints, built to run in constrained and isolated environments. Technological sovereignty governs every architectural choice.

Data compartmentalization and operation in a protected environment are the primary constraint.

Engagement example Support for protecting against and identifying hostile sites.

→ Telecom

The sector carries critical infrastructure on which European digital sovereignty depends.

Controlled AI optimizes network supervision and operations. We build tools that turn operational flows into reliable decisions, with no data exfiltration. Command of information and infrastructure stays complete.

Protection of operated data and infrastructure integrity frame the engagement.

Engagement example Deployment of a supervision and optimization tool for a telecom network, operated in a protected environment.

→ CSR

The ecological transition demands rigorous measurement and reduction of the carbon footprint.

Controlled AI accelerates the development of decarbonation solutions and makes their measurement reliable. We build tools that structure environmental data and make it actionable. Measurement becomes verifiable, traceable and usable.

Reliability and auditability of environmental data are the dominant constraint.

Engagement example Design of a tool to measure and steer the decarbonation trajectory, integrated with the client's existing systems.