A public sector agency has implemented Agentforce Public Sector for managing their Grants program.

Decision Explainer is specifically designed to expose why an automated Business Rules Engine decision produced a particular outcome. Salesforce describes Decision Explainer as providing insight into business-rule calculations and helping public sector organizations maintain transparency, compliance, fraud controls, and equitable distribution of government benefits.

When grant eligibility is determined by an Expression Set and Decision Matrix, Decision Explainer captures the execution information required to understand the decision. Authorized reviewers can inspect the rule execution and determine which inputs, intermediate values, matrix outputs, and expressions contributed to the result. This provides an auditable explanation of why the application failed or satisfied eligibility requirements. Salesforce ' s Business Rules Engine is designed for precisely these types of public-sector policy decisions. It can determine whether applicants qualify for programs such as unemployment insurance, small-business loans, business licenses, and other public services. Decision Explainer can then be layered onto the rule to expose the reasoning behind the automated calculation. Developer debug logs are intended for technical troubleshooting rather than constituent-facing decision transparency, while repeated testing does not explain the actual historical determination made for the specific application.

Study Guide References: Decision Explainer; Business Rules Engine; Expression Sets; Decision Matrices; Eligibility Determination; Grants Program Transparency.