So Elena's team built Iris.

But the real test came at 9:42 AM on a Tuesday.

Dev clicked .

A human agent would have laughed. But Iris did something deeper. It cross-referenced the user's purchase history, IoT device logs, and past service tickets. It found that M_Helios’s fridge had been patched with a faulty firmware update three days ago—a batch that CSMG’s own backend had missed.

Csmg B2c Client Tool-------- | 2026 Edition |

So Elena's team built Iris.

But the real test came at 9:42 AM on a Tuesday. Csmg B2c Client Tool--------

Dev clicked .

A human agent would have laughed. But Iris did something deeper. It cross-referenced the user's purchase history, IoT device logs, and past service tickets. It found that M_Helios’s fridge had been patched with a faulty firmware update three days ago—a batch that CSMG’s own backend had missed. So Elena's team built Iris