Questions worth asking
Are object, field, and live record access checked before the model sees the data, for the specific user in context?
After the answer, what record shows which fields were excluded and which records were denied?
Worksheet / AIGIS resources
Agentforce can fit Salesforce-native work. Before relying on it for permission-sensitive workflows, it helps to verify what is enforced and what evidence remains. AIGIS adds an independent permission-provenance record. Salesforce is the production proof path.
Executive read
Confirm whether field and record access are enforced for the AI consumer, for the user in context.
Ask what audit evidence remains after an AI interaction.
Decide where an independent governance record adds value.
Keep claims factual; verify enforcement on your own workflows.
Analysis
Are object, field, and live record access checked before the model sees the data, for the specific user in context?
After the answer, what record shows which fields were excluded and which records were denied?
When governance evidence has to follow the permission decision and survive an audit, an independent record is useful even alongside a native assistant.
AIGIS records the permission-provenance decision per interaction on the Salesforce proof path.
Compare your current workflow against an AIGIS review at `/demo`.
Resource packet
Evidence packet
Capture user context, system of record, enforcement tier, stripped fields, model route, response, hash marker, and fallback notes.
Salesforce is the production proof path. ServiceNow and SAP are design-partner co-development paths with asymmetric enforcement that must be disclosed in diligence.
Keep reading
Worksheet
Questions for teams comparing Salesforce-native AI with an independent governed runtime over systems of record.
Checklist
A practical review checklist for Salesforce-heavy teams evaluating AI permissions, field stripping, record access, and audit evidence.
Strategy
Why enterprises may want a governance layer above vendor assistants and model providers.