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Lesson 48 min

Choosing Vendors

How to compare AI providers and tools.

What you will learn
  • Build vs buy
  • Key vendor criteria
  • Data residency and lock-in

Explanation

Most companies should buy or build on existing models (OpenAI, Anthropic, Microsoft, Google) rather than train their own.

Compare on: capability for your task, price per use, integrations with your stack, data residency/privacy (where data is processed), and reliability/SLAs.

Watch for lock-in — prefer an abstraction layer so you can switch providers as prices and quality change.

Real-world use

A bank may pick a vendor offering EU data residency and enterprise contracts over a cheaper one that can't meet compliance.

Common mistakes
  • Choosing on price alone and ignoring data residency, integrations, and lock-in.
Practice

List the top three criteria you'd use to choose an AI vendor for your context.

Knowledge check
0/1 answered

1. Which is a key vendor criterion beyond price?

Answer all questions to check.