LLM vs machine learning is a question most small companies skip. They start with the tool everyone is talking about. Then they look for a problem to point it at. That order is backwards. It is also expensive. A large language model (LLM) is very good at reading and writing language. It is often the…
The short answer The AI agent build or buy question has a third option that most decision memos skip: have a partner build the agent and run it for you. Buy when the agent automates a common workflow inside a system you already pay for. Build when the workflow is how you compete and you…
Most AI programs don’t fail in the pilot. They fail on the move from AI pilot to production: the quiet months when a demo that impressed the steering committee meets real data volumes, real users and a finance team asking what each answer costs The research backs this up. MIT’s Project NANDA, in its July…