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"
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NEWS
When organizations deploy vector-based “Traditional” Retrieval-Augmented Generation (RAG) systems, performance issues are often attributed to model choice or hyper-parameter tuning.
However, in practice, our experience in testing GenAI systems show that many failures originate elsewhere: in the structure and quality of the underlying knowledge base.
AI-assisted coding is no longer experimental. It is reshaping how software is written, reviewed, and deployed at a pace few anticipated. For some, this is a productivity revolution or change of paradigm. For others, it is a fundamental architectural risk. For most, it is both.
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.
