Agents were deployed all over the place last week. In the Salesforce context: picture a team with a platform that can answer almost anything about pipeline, churn, and competitive share — and still exports three spreadsheets every Monday because nobody has time to ask the right questions.
The earnings beat above is not a model story. It is mobility: agents traversing data headcount cannot scale to analyse. First-party context — CRM, warehouse, contract already signed — and Salesforce is the proof named in the Headline.
The mechanism. An orchestrator model plans the questions; execution agents do the traversal and data enriched to be easily interpreted to generate value. How that looks: campaigns diagnosed before the Monday export, deal momentum shifts, competitive shifts without an analyst queue. That is the product shape the week is betting on: enrichment and simplification, not seat loss to the labs.
Status. Winners make data legible and compress questions to actions.
Implications. Value migrates to whoever owns enrichment inside the contract and outside it.