.1TechnologyMay 19, 2026 Karina You're Running an LLM. But Do You Actually Know If It's Working?You deployed the model. The team tuned the prompt, the architecture, the pipeline. But do you know if the output is actually good? Most enterprises operate with an evaluation blind spot, catching failures only after they reach a customer. Here is what to measure, what to fix, and where to start today.
.2AI Across IndustriesMay 12, 2026 Karina The Context Layer Market Is Here: What Enterprise Leaders Need to KnowFoundation models are commoditizing. Proprietary knowledge is becoming the differentiator. That shift is creating a new category of enterprise AI infrastructure: the context layer. Here's what's driving the market, what analysts are tracking, and the three shifts AI buyers need to make in how they evaluate their stack.
.3TechnologyMay 5, 2026 Karina What Is the AI Context Layer, And Why It Changes Everything About Enterprise AIEnterprises are spending more on AI than ever, yet 95% of pilots deliver zero measurable ROI. The constraint is not weak foundational models. It is a fundamental lack of proper data context. The AI context layer sits between raw enterprise data and model output, delivering organizational knowledge at the exact point of inference.
.4AI Across IndustriesApril 28, 2026 Karina How Pharma and Life Sciences Are Using AI to Accelerate Knowledge WorkPharma generates vast amounts of research data – but most of it remains unused. This creates costly inefficiencies and slows innovation. The real challenge isn’t creating knowledge, but accessing and activating it. Discover how AI, powered by the right infrastructure and context layer, turns static documents into usable intelligence.
.5AI Across IndustriesApril 21, 2026 Karina Agentic AI in the Enterprise: What It Is, What It Promises, and What It Needs to Work Agentic AI is the next leap beyond generative AI: systems that don't just answer questions, but plan, decide, and execute multi-step work autonomously. The promise is massive but most enterprises lack the data infrastructure, governance, and integration layer to make it work. Here's what agentic AI actually is, and what it takes to deploy it safely.