What the OpenAI-Hugging Face incident teaches about AI agent governance
An AI agent escaped its test environment and accessed real systems for days. This is what companies need to consider before deploying autonomous agents.
An AI agent escaped its test environment and accessed real systems for days. This is what companies need to consider before deploying autonomous agents.
A study shows that giving AI to a team reduces accuracy and increases confidence. We explain what this means for your business and how to design workflows where AI helps without replacing judgment.
AI models improve every few months. But switching the model of a production agent isn't just updating an API key. We cover when it makes sense and how to do it without destabilizing your system.
Many AI agents look great in demos but fail in production. Here's what to measure, when to pivot, and how to avoid spending months on something that doesn't deliver value.
Email remains the bottleneck for many companies. AI agents can classify, respond, and execute tasks, but they need clear rules and human oversight.
Open AI models have reached a competitive level. For many European businesses, moving from closed providers to open models cuts costs, improves data control and simplifies compliance. Here is when it works and when it does not.
E-commerce AI assistants have evolved beyond simple product matching. The new generation understands purchase intent, real-world constraints and context — and early adopters are seeing double-digit conversion lifts.
The AI conversation is moving from model capability to full-system engineering. For an agent to be useful in a business, it needs data, tools, permissions, traceability, and robust deployment.
On 2 August 2026 most of the EU AI Act becomes fully applicable. We explain, without the jargon, what changes for a small business and how to get ready.
AI assistants are moving from just answering to actually acting. Here's what agentic RAG is and what it changes for your business.
How a RAG-powered conversational assistant answers about orders, products and policy with your business's real data, without hallucinating.
In 2026 real-time personalization decides which store converts and which doesn't. What it is, how it works and where to start without losing your mind.
A practical guide to spotting which of your business processes to automate first, and how to do it without breaking what already works.
AI agent adoption is soaring, but starting well is what makes the difference. A practical guide to choosing your first use case.
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