AI architecture Build AI Systems That Can Switch Providers Choosing an AI model is often treated as a one-time technical decision. A team compares capabilities, reviews pricing, runs a few tests, and builds the model into its product. That approach may work for an experiment. It becomes a liability in production. AI providers change their prices, terms, data
AI coding From AI Coding Pilots to Reliable Software Delivery AI coding tools can make an immediate impression. A team enters a prompt, receives working code, and sees a prototype take shape in hours rather than days. That speed is valuable—but it is not the same as reliable software delivery. The difficult transition begins when a promising pilot needs
AI trust AI Trust Is a Product Decision, Not a Policy Footnote AI can make software faster, more responsive, and more capable. But when customers ask whether they can trust an AI-enabled experience, a policy page alone is not enough. Trust is shaped by the product itself: what it does, what it communicates, where people retain control, and how clearly its
