Merchant operations

Enterprise Fraud Audit & AI Cost Monitoring Center

Cross-category visual audits for Apparel, Footwear and Cosmetics returns, paired with the 4-model cost router that keeps standard traffic on the 3-paise tier.

Cross-Category Shields

🟢 ACTIVE

Coverage100%

Cumulative Token Costs Saved

₹6,324

Savings rate92%

Pending Human Overrides

3 intercepted

Queue load36%

Return category matrix

Router priority

No audits in this session yet — run a visual audit to populate the inspection ledger.

4-AI orchestrator spend

Gemini

₹123.6

DeepSeek

₹80.4

Claude

₹202.4

ChatGPT

₹114.24

7,10,300 tokens routedspend ₹520.64saved ₹6,324