SOFTWARE QUALITY
We evaluate and monitor the quality of any software system at every stage of their life cycle.
TRUSTWORTHY AI
We help organizations to govern any type of AI-based system at every stage of their life cycle.
"we make technology
trusted & thoughtful"
OUR CLIENTS
NEWS
AI-assisted coding is no longer a future-facing concept for software development. It is already embedded in daily engineering workflows. But despite widespread experimentation and growing adoption, the reality of how developers use AI today is far more grounded than popular narratives suggest.
If 2025 was the year organizations realized something was wrong, 2026 will be the year they are forced to fix it.
The conversation around AI is shifting decisively. Hype is giving way to scrutiny. Experimentation is giving way to expectations. And organizations are being challenged to prove — not promise — that their AI systems are safe, reliable, and worth the investment.
Across the market, ambition outpaced execution. AI initiatives multiplied, budgets were approved at a rapid pace, and expectations were sky-high. But by the end of the year, a more sober reality emerged: many AI projects failed to deliver meaningful business value, not because the models were weak, but because the foundations were.
