Keyrus industrializes AI and launches the Human Orchestrated Model™ for sustainable enterprise performance

Paris, June, 15th 2026: Corporate artificial intelligence has reached a tipping point. Following an intense phase of experimentation marked by the rapid expansion of AI tools, companies are now hitting an operational wall: unmanaged AI transitions which threaten to create genuine agentic chaos.

According to PwC's latest Global CEO Survey, over 80% of companies have already launched AI initiatives, yet only 12% of CEOs report that it delivered revenue growth and cost reductions. This analysis aligns with the 2025 Gartner study, which anticipates that 40% of agentic AI projects will be abandoned by 2027, primarily due to governance gaps and continued uncertainty surrounding return on investment (ROI).

In order to mitigate this chaos and transform artificial intelligence into industrial execution, Keyrus, an international leader in Data and AI consulting, announces the worldwide rollout of its innovative framework: the Human Orchestrated Model™ (HOM™). Building on 30 years of expertise in data foundations, the Keyrus Group is embracing its role as an Architect of Intelligence by providing the infrastructure that businesses currently lack.

"The tech industry sold the illusion that better algorithms alone would suffice to transform businesses. This is false. AI drives efficiency, but it does not drive singularity. The true barrier to entry in the coming decade will not be technological; it will be architectural. With HOM™, we are not delivering just another tool, but the governance system that empowers humans to retain control and transform the raw power of AI into industrial performance," states Éric Cohen, Founder and Executive Chairman of the Keyrus Group.

HOM™: the architecture for aligning technology and governance

The transition to industrial AI demands more than raw algorithmic power; it requires methodology. The HOM™ model establishes a three-tier architecture that governs the coexistence of autonomous systems and human teams:

1. Intelligence Foundation: The structuring of AI-ready data architectures. Without robust and actively managed data foundations, the transition to industrial AI is impossible.
2. Human in Command: Using a specialized decision matrix, Keyrus precisely maps the responsibilities of autonomous systems and places humans back at the center of the process, thereby safeguarding the company's cultural DNA.
3. Performance Steering: The rigorous measurement of the ROI for every agent and process, transforming artificial intelligence into genuine, sustainable, and measurable performance.

 

Proprietary technological assets to secure execution

To ensure the seamless execution of this strategic model, Keyrus goes beyond standard consulting methodologies by leveraging its comprehensive portfolio of proprietary solutions. These assets are specifically designed to manage complex agentic architectures, enforce industrial-grade data quality control, and accelerate AI-assisted code migrations.