AI agent pricing is beginning to move from consumption to outcomes
Resolution-based billing brings Agentforce costs closer to delivered value, but it requires clear definitions of success, quality and human escalation.
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One agent or many? A new map for multi-agent architectures
SOMA separates complex domains across specialist agents while preserving one conversational front door.
Flow testing evolves to validate outcomes, not just paths
Assertions and test suites help admins prove that automation produced the expected state before production.
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PlatformNewA proactive Salesforce admin prevents fires before building automations
Understanding processes, documenting decisions and preparing tests and rollback plans turns an admin from request taker into platform steward.
PlatformNewEven as AI speeds up development, Salesforce architects still lean toward buying
A new survey suggests platform complexity and maintenance costs matter more than the speed of producing a first version.
PlatformNewAn email setting may be consuming your Salesforce storage
Syncing messages as activities adds CRM context, but it can also create data growth that administrators did not plan for.
PlatformAgentforce helps admins investigate sharing configuration
Natural-language queries make it faster to discover who can see a record, why and which rules need review.