You Need More Than a Big LLM
Most “enterprise AI strategies” I hear boil down to:
Buy a big GPU, pick a big LLM, put it near our data, done.
That’s not a strategy. That’s a shopping list.
This article builds on the foundation established in “AI systems that stay behind your firewall”, which outlines why enterprises need internal AI solutions. Here, we explore how to architect those solutions.
Chat Interfaces vs. Process Automation
Here’s what often gets missed: LLMs with chat interfaces are excellent for ad-hoc knowledge work, and I’m not arguing against their value. When an employee needs to draft a proposal, research a topic, or brainstorm ideas, a conversational AI interface is genuinely useful.
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