AI agents in retail & e-commerce

This page collects 6 real-world use cases of AI agents in retail & e-commerce. 4 are verified by a production case study or reproducible demo; 2 are unverified reports or concepts, and they are labeled as such. The most common autonomy level here is Level 3 (Conditional): autonomous within guardrails; humans handle exceptions. Business functions covered include Marketing, Customer Service, Accounting/Finance and Legal Ops. Vendors and tools mentioned include Databricks, Vic.ai, Netcore and Hark. Each entry lists the workflow, tools, human-in-the-loop points and risks, and shows outcomes only when a source reports them, with a link to that source.

6use cases
4verified
2unverified or conceptual
0Level 1 · Assistive
2Level 2 · Supervised
4Level 3 · Conditional
0Level 4 · Autonomous
Marketing

7-Eleven multi-agent creative assistant

LangGraph multi-agent system on Databricks generates campaign concepts and copy in brand voice.

L2 · Supervised Verified · Production

Retail — Marketing

Accounting/Finance

CNRG AI invoice coding and approvals with Vic.ai

Vic.ai codes and routes invoices for 145-store retailer CNRG, with autopilot under $3,000 (reported by Vic.ai)

L3 · Conditional Verified · Production

Retail — Accounting/Finance

Legal Ops

SharkNinja contract review with Ivo

Ivo AI reviews ~7,000 contracts/year against SharkNinja playbooks (reported by Ivo)

L2 · Supervised Verified · Production

Consumer Products — Legal Ops

Top business functions in retail & e-commerce

Vendors and tools mentioned

  • Databricks
  • Vic.ai
  • Netcore
  • Hark
  • Instinct
  • Ivo
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