Business systems in context refer to the integrated frameworks through which organisations align their internal processes, digital technologies and management practices to create and capture value in ...

As the CEO of Arango, Shekhar Iyer leads the company’s mission to make enterprise AI contextual, scalable and trusted. As AI moves from hype to measurable results, one truth is becoming clear: ...

When organizational context is embedded once and inherited everywhere, AI stops behaving like a stateless chatbot and starts ...

Balancing maker and manager modes is key to sustaining growth and avoiding burnout. Intentional context switching enables small business owners to refine processes and drive innovation. Shapeshifting ...

AI systems need humans to guide them with the unique enterprise history, policies, changes, and institutional knowledge before they can produce real business value. Here’s the awkward truth about ...

AI tools only deliver meaningful results when they are given clear, structured business context — without it, even the best systems produce irrelevant, low-impact output. AI is only as effective as ...

In an enterprise landscape where AI adoption has stalled in pilot programs and organizations struggle to move beyond experimental use cases, businesses need automation solutions that deliver ...

During a press Q&A at Confluent's Current 2025 conference this week in New Orleans, I asked CEO Jay Kreps whether it's useful to think about Confluent as establishing a "system of record for context" ...

What if the AI tools you rely on could become not just smarter, but exponentially more effective? Imagine an AI assistant that doesn’t just follow instructions but intuitively understands your needs, ...

Researchers call this context rot: as an AI system processes more information, irrelevant details clutter its working memory. The result can be less accurate responses, higher costs, and a gradual ...