AI Agent Containment Has Become a Production Architecture Requirement
AI agents are moving from assistance into execution. They can call enterprise systems, trigger workflows and update operational records. That shift changes the architecture around them. Production systems now need AI agent containment: a way to define how far an agent may act, observe its behaviour while it runs and stop execution before a local […]
Enterprise AI Needs a Shared Business Context Layer
Enterprise AI can read documents, summarize information, answer questions, and prepare recommendations. But in real business operations, a correct-sounding answer is not always a useful answer. A customer question may depend on contract terms, order status, payment history, support tickets, approval rules, and internal policy. A finance request may depend on budget ownership, vendor history, […]
Should AI Be Regulated Like Medicine or Like Software?
“AI regulation” has become one of the most pressing debates of our time. As artificial intelligence permeates everything from healthcare and finance to education and transportation, experts and policymakers worldwide are grappling with a critical question: Should we regulate AI with the same rigor as medicine (with strict pre-approval trials and safety checks), or treat […]