AIHA Office Agentic AI & Hyperautomation Implementation Office · demo

Results & quality

Feedback: you said, we did

Feedback from users, reviewers and customers with the action taken and its status.

You said, we did

  • Evidence for price variances is hard to read. → Side-by-side PO / invoice / clause view added to the HITL panel.
  • Draft replies sound too formal. → Tone-of-voice rules updated with the brand team; evaluation re-run.
  • Ownership charts are missing for complex structures. → Ownership graph tool in design (Q1 27).
  • Waiting for a human after the bot is frustrating. → Hand-off SLA set to 2 minutes; queue visible to the customer.
  • Alerts do not say which guardrail fired. → Guardrail ID and trace link added to every alert.

Public demo with fictional data (Example Group). © 2025–2026 Russo-Got Marius Mihail & PIR2-IT. All rights reserved.

AIHA Office

More in this demo