AgentFit

AgentFit is the automated knowledge quality layer for enterprise Agentforce deployments. It scans across CRM Knowledge and Data Cloud Enterprise Knowledge sources, detects cross-source conflicts before they cause confidently wrong AI answers.

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AgentFit is the automated knowledge quality layer for enterprise Agentforce deployments. AI agents ship before anyone checks the knowledge behind them. Conflicting sources then produce confidently wrong answers at scale. AgentFit tests and maintains the knowledge powering your agents, so you launch in days not months with evidence instead of guesswork. Built inside Salesforce as an AppExchange managed package, native to Agentforce, Data Cloud, Salesforce Knowledge and Models API. No custom development. Most orgs are live in under 4 hours. The Problem 85% of deployments hit knowledge issues before launch Audits cost $50K to $150K and take 3 to 6 weeks QA catches code bugs, not knowledge conflicts How AgentFit Works Scan. Maps every knowledge source across Salesforce and Data Cloud into one knowledge graph Detect. Finds cross source conflicts, stale content, coverage gaps and authority mismatches Remediate. AI guided fixes with clause level highlighting and prioritised queues, source untouched Report. A Knowledge Health Score, readiness report and auditable trail for governance Backed by Salesforce Ventures and built from real Agentforce delivery.