Why enterprise AI will be defined by integration, not model aggregation

Why enterprise AI will be defined by integration, not model aggregation

The current conversation around generative and agentic AI tools is missing the point. We’re treating multi-model orchestration – task routing across different foundation models – as if it solves the same problem as enterprise infrastructure. It does not. On one side, there’s real progress in model performance. Smarter, faster models with model orchestration as a…

The more commodified your job, the more likely AI can do it – lessons from online freelancing

The more commodified your job, the more likely AI can do it – lessons from online freelancing

Fabian Stephany, University of Oxford Image: Daniel Thomas / Unsplash Not long ago, if you needed a speech polished, a document translated or a logo designed, you would probably have hired a freelancer online. Millions of people did exactly that. They went to platforms such as Fiverr and Upwork and paid someone (maybe on the other…

Sopra Steria Next sets out the blueprint for scaling generative AI

Sopra Steria Next sets out the blueprint for scaling generative AI

Sopra Steria Next unveils the first publication from its CIO Compass, focused on scaling generative AI Despite widespread adoption, fewer than one-third of projects reach a stable production level, highlighting a key challenge: moving from experimentation to sustainable, secure and governed performance With this first focus, Sopra Steria Next reinforces its position as a leading…

Aurascape Raises $50M to Secure Enterprise AI Applications

Aurascape Raises $50M to Secure Enterprise AI Applications

Aurascape has secured $50 million in funding to grow its AI platform and assist organizations in grappling with the increasing challenges posed by generative AI tools. The round was led by Menlo Ventures and Mayfield Fund and also included Celesta Capital and venture investors in broad technology, leading the company to emerge from stealth. Cybersecurity…

India’s TCS tops estimates, says new AI models did not dent services demand

India’s TCS tops estimates, says new AI models did not dent services demand

BENGALURU, April 9 : Tata Consultancy Services reported better-than-expected quarterly results on Thursday and said that new artificial intelligence models and tools in the market did not hurt demand for its offerings. The comments from India’s top software-services exporter offered some relief to the $315 billion sector, which has been grappling with investor concerns that…

Lessons in mastering data complexity for scalable AI

Lessons in mastering data complexity for scalable AI

In an increasingly technology-driven world, business leaders face growing pressure to deliver on the promise of artificial intelligence. Yet, many initiatives stall, with businesses struggling to move from complex and siloed data environments to trusted, scalable AI systems that deliver real impact.  We know that a staggering 95% of corporate generative AI projects fail to deliver, and…