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The Best AI Model Is Often Not the Best Business Decision
Choosing the most powerful AI model can seem like the safest technical decision. It scores well on benchmarks, handles complex instructions, and demonstrates impressive reasoning…
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Before Connecting an AI Agent to Your Systems, Ask These Seven Questions
Connecting an AI agent to a business system can appear straightforward. Provide an API, configure authentication, expose a few tools, and the agent can begin…
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MCP Changes AI Integration. It Does not Remove Integration Risk.
Connecting an AI model to a database, CRM, ticketing platform, or enterprise application has traditionally required custom integration work. Model Context Protocol (MCP) changes part…
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The Three AI Use Cases I Would Kill Before the Pilot Starts
AI pilots are easy to approve when the technology looks impressive. A team demonstrates a chatbot, a forecasting model, or an autonomous agent. The prototype…