High Tech / SaaS

Teams that shipped Agentforce successfully in its first year had one thing in common, and it was not prompt engineering. They had already done the unglamorous work of consolidating their customer data.

The failure mode we saw repeatedly: an agent grounded on a knowledge base nobody had curated since 2021, answering confidently from stale articles. Retrieval quality is a content operations problem before it is a platform problem.