Build vs Buy: Open-Source AI Guardrails and Evaluation vs Commercial Platforms
Open-source tools cover guardrails, red teaming, bias testing and LLM tracing well. Commercial platforms add inventory, workflow, evidence and support. Here is how to decide.
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You can build much of an AI governance stack from open-source parts. You cannot easily build all of it. This guide shows what open source covers well, where commercial products add value, and how to decide.