A consultant types: 'We need a weekly AP aging report by business unit with 30/60/90 day buckets.' The agent extracts the report type, data source, grouping, parameters, and delivery schedule — then asks clarifying questions if anything is ambiguous.
For Oracle Cloud: FBDI bulk imports, REST APIs, BI Publisher reports, scheduled processes. For Workday: EIBs, Studio integrations, Custom Reports, Calculated Fields, Cloud Connect. The agent doesn't confuse Oracle patterns with Workday patterns.
The Knowledge Graph contains exact data template column specs, REST API schemas, job definitions, and security role mappings for each platform. The agent doesn't hallucinate field names or guess at API parameters — it looks them up.
For a Procure-to-Pay flow: the agent generates the supply chain piece (PO extraction) and the finance piece (invoice matching) separately, then produces a coordination spec. Your integration architect reviews the sequencing and business rules.
Integrations deployed via REST API. Connections tested programmatically. Jobs submitted with monitoring. Your team reviews in sandbox before promoting to production — with full documentation already generated.

