Oracle Fusion now ships embedded GenAI across Finance, HCM, and SCM. The marketing is loud. The reality is narrower. Here's what tends to pay back inside 90 days — and what doesn't.
What pays back fast
1. Invoice / document extraction
Intelligent document processing on AP invoices and supplier docs is the most reliable early win. The data is structured enough for high accuracy and the workflow is repetitive enough to free real hours.
2. Knowledge agents over policies and SOPs
An HR or IT copilot grounded on your own policies removes a huge chunk of repetitive Tier-1 questions — without needing data-science PhDs.
3. Reconciliation automation
Account reconciliation in ARCS plus pattern-match copilots can save days at month-end. The trick is starting with the highest-volume, lowest-judgement reconciliations first.
What doesn't pay back in 90 days
- End-to-end forecasting copilots — too many variables to validate quickly
- AI-driven contract drafting — high stakes, low tolerance for hallucination
- Anything that requires a clean data lake you don't yet have
How to scope a 90-day pilot
Pin the metric. Pin the owner. Make the pilot small enough that it can fail without theatre. Run it on real data. Iterate weekly. That's the whole playbook.