Meihaku
Salesforce Agentforce testing checklist with cases, knowledge, flows, and escalation rules

Salesforce Agentforce

Salesforce Agentforce Testing Checklist

A platform-specific testing checklist for Salesforce Agentforce teams preparing support sources, case patterns, and handoff boundaries before launch.

Claire Bennett

Support Readiness Lead, Meihaku · May 11, 2026

Salesforce Agentforce testing should start from cases, knowledge articles, flows, actions, entitlements, and escalation rules rather than generic AI prompts.

This guide applies a platform-specific readiness workflow to Salesforce Service Cloud sources, case patterns, and handoff rules.

What this helps decide

Turn Agentforce Testing Checklist into launch scope.

Use this guide to decide which customer intents are approved for AI, which need restrictions, which need source cleanup, and which should stay human-owned.

Evidence used

Sources, policies, and support artifacts

  • Salesforce Agentforce
  • Salesforce Service Cloud

Review output

Approve, restrict, block, or hand off

  • Source review
  • Action review
  • Launch review

How this guide was built

2 public references, 5 review areas

  • Map cases to launch intents
  • Test actions and flows separately from answers
  • Check knowledge article currency and ownership

Map cases to launch intents

Export recent Service Cloud cases for the queue Agentforce will touch first. Group them by customer intent, not by broad case reason alone.

Attach the Salesforce Knowledge article, flow, macro, entitlement rule, or approved answer that should constrain each intent.

  • Case reason
  • Customer wording
  • Knowledge article
  • Entitlement or policy

Test actions and flows separately from answers

Agentforce can move beyond static answers. Any action or flow needs its own readiness check: required context, permission, failure state, fallback, and handoff.

An answer may be safe while the action remains unsafe if account context, plan eligibility, identity, or entitlement is unresolved.

  • Required fields
  • Permission checks
  • Flow failure
  • Human handoff

Check knowledge article currency and ownership

Agentforce answers depend on Salesforce Knowledge articles that may be stale, contradictory, or missing an owner. Review the last updated date, author, and approval status for each article mapped to a launch intent.

If the source is unclear or unmaintained, the intent should stay restricted or blocked until the knowledge owner confirms it.

  • Last updated
  • Article owner
  • Approval status
  • Conflict check

Keep regulated and account-specific work human-owned

Salesforce often sits close to customer records, contracts, claims, entitlements, and regulated workflows. Do not clear broad automation until account-specific judgement has explicit human routing.

The launch map should separate approved FAQ intents from restricted, blocked, and human-only work.

  • Account changes
  • Contract exceptions
  • Legal complaints
  • Security requests

Define escalation and retest triggers

A launch checklist is not complete without clear escalation rules and retest conditions. Write when the agent must hand off, what signals require a retest, and who owns the source update.

Retest after any knowledge update, flow change, entitlement rule edit, or policy revision that touches an approved intent.

  • Escalation triggers
  • Context transfer
  • Retest conditions
  • Owner assignment

Checklist

Use this as the working review before launch.

Source review

  • Cases mapped
  • Knowledge current
  • Policies linked
  • Owners assigned

Action review

  • Flows tested
  • Permissions checked
  • Failure states tested
  • Fallbacks written

Launch review

  • Approved intents
  • Restricted intents
  • Blocked intents
  • Human-only intents

How Meihaku helps

Turn the checklist into a launch audit.

Meihaku reads your sources, maps them to customer intents, drafts cited answers, and shows which topics are cleared for AI, blocked, source-fix needed, or human-only.

Related guides

Keep clearing answers before launch.

These pages connect testing, knowledge-base cleanup, and readiness scoring into one pre-launch workflow.

Salesforce AI readiness

Salesforce Service Cloud AI readiness audit

Use this readiness workflow to check whether Salesforce Knowledge, Service Cloud cases, Agentforce actions, and support policies are safe for customer-facing AI.

Vendor page

Zendesk AI readiness

Zendesk AI Readiness Audit

Audit Zendesk Guide, macros, ticket history, and policy documents before Zendesk AI answers customers.

Vendor page

Intercom Fin readiness

Intercom Fin Readiness Audit

Audit your Intercom Fin rollout before customers see it. See which intents are cleared for Fin, which need source cleanup, and which should stay human-only.

Vendor page

Freshdesk AI readiness

Freshdesk Freddy AI readiness audit

Use this readiness workflow to check whether Freshdesk solution articles, ticket patterns, Freddy AI Agent knowledge sources, and workflows can safely support AI answers.

Vendor page

AI support readiness template

AI support launch checklist

A vendor-neutral CSV checklist for deciding which customer intents are approved, restricted, blocked, or human-only before an AI support agent goes live.

Template

AI agent testing template

AI agent testing framework

A vendor-neutral CSV template for testing customer-facing AI agents by intent, source evidence, policy fit, escalation behavior, reviewer workflow, and launch state.

Template

AI support risk template

AI support risk register

A CSV risk register for support teams deciding which insurance, telehealth, ecommerce, and cross-industry customer intents can safely be automated.

Template

Salesforce Agentforce testing

Test Agentforce Before Launch

An integration guide for testing Salesforce Agentforce support rollouts before the agent answers customers.

Read

AI agent testing

AI Agent Testing for Customer Support

A support-specific AI agent testing checklist for policy coverage, source citations, stale answers, escalation rules, and launch go/no-go decisions.

Read

AI chatbot testing

AI Chatbot Testing Checklist

A practical chatbot testing checklist for support teams checking accuracy, policy safety, escalation, tone, and re-contact risk before launch.

Read

Knowledge-base audit

Knowledge Base AI Readiness Audit

A step-by-step AI knowledge base audit for finding stale articles, policy conflicts, missing intents, weak citations, and unsafe automation scope.

Read

Testing workflow

Ticket to AI Test Scenarios

A guide for converting real support tickets into pre-launch AI test scenarios with source evidence, expected answer boundaries, and retest steps.

Read

FAQ

Common questions

What should Agentforce testing include?

Include cases, knowledge articles, flows, actions, entitlements, escalation rules, policy conflicts, and human handoff behavior.

Should Agentforce answer account-specific questions?

Only when required context, permission, policy, and handoff rules are explicitly approved. Many account-specific intents should stay restricted or human-owned.

How does Meihaku help with Agentforce readiness?

Meihaku maps support intents to source evidence and launch states before Agentforce expands customer-facing scope.

Sources

Vendor documentation and public references that ground the claims in this guide.