In recent years, artificial intelligence is everywhere: executives, CIOs, media, and analysts describe it as the next revolution.
Yet behind the hype, the reality is more complex.
According to S&P Global Market Intelligence, 42% of companies abandoned most of their AI projects in 2025, compared to 17% in 2024.
On average, nearly half of AI proof-of-concepts never make it to production.
Why does this happen?
The answer isn’t (just) technical: the problem isn’t AI itself, but how it’s introduced.

Predictable Failures: Costs, Data, and People
Behind many failures are common causes:
• Hidden Costs: The real investment isn’t the technology, but preparation—data cleaning and integration, governance, change management.
• Poor or Fragmented Data: Especially in Europe, regulations like GDPR make data management a delicate challenge.
• Internal Resistance: Company culture is often the real obstacle. Without people’s involvement, AI remains an academic exercise or a wasted investment.

Our Approach: Agnostic by Nature, Sustainable by Design
At Omnia Platform, we chose a different path: we start from the business problem and build the AI solution around the company—not the other way around.
We don’t push a specific model or library: we follow an agnostic strategy, integrating the most suitable technology in a modular, scalable, and sustainable way.

AI Director: When AI Becomes a Conductor
With our AI Director module, this approach comes to life.
It’s the heart of Omnia’s AI ecosystem: a system that orchestrates intelligent agents, advanced conversations, and automation in a single flow, adapting to business processes instead of forcing them.
Thanks to our low-code, composable approach, we ensure:
✅ Flexible, independent AI, free from vendor lock-in.
✅ Proactive agents that don’t just follow commands, but make decisions and coordinate processes in real time.
✅ Projects that reach production, with clear governance and metrics.
AI Director transforms AI into a digital conductor, harmonizing data, documents, processes, services, and people.

What We’ve Learned (and Taught Our Clients)
Real success comes when:
• AI solves a real problem—not just chasing hype.
• Data is treated as a strategic asset—not a hurdle.
• Change is supported—not imposed.
• Technology adapts to the context—not the other way around.
And that’s where the agnostic approach, combined with AI Director, makes the difference: AI becomes a true lever for transformation, not an experimental project.

In Conclusion
Artificial intelligence can truly reshape business models—
But only if it’s integrated with method, human intelligence, and sustainability.
With Omnia Platform and AI Director, we build AI that works, grows, and creates value—today, not a year from now.
👉 Have you seen AI projects stall before reaching production? Share your story in the comments.
Or write to us: we can show you—through real-world examples—how to turn a vision into a solid, scalable AI solution.

 

Dario Russo – CTO, Omnia Platform