CorporateAI
🛒

Retail

Rank #4 nationallyQ4 2026

Retail leads all sectors on adoption — Woolworths, Coles, and Wesfarmers run AI at scale across supply chain and personalisation. But governance is the most critical gap of any industry: four of the top-10 retailers had no published AI ethics policy as of Q2 2026.

Composite

62.7

out of 100

Maturing

Dimension Scores

Vertical tick on bars indicates national average. Incidents: higher = fewer incidents.

Key Insight — Q4 2026

Retail stands out on Adoption (76.3, +32.9 vs national), but has the most ground to gain on Governance (42.1, -0.7 vs national).

Cross-Dimension Analysis

1 signal
Risk · Regulatory Exposure

High deployment without governance: regulatory action risk is elevated.

This industry has accelerated AI deployment (Adoption ≥ 65) without commensurate governance maturity (Governance ≤ 55). APRA's April 2026 letter identified exactly this pattern — 4 governance failures at regulated entities with high AI adoption. McKinsey's State of AI 2025 documents that sectors reaching this combination historically experience regulatory intervention within 2–4 quarters.

APRA AI Governance Letter 2026; McKinsey State of AI 2025

Quarterly Trend

Retail — Q3 2025 to Q2 2026

AI Incidents

1 documented incident in Retail

View all Retail incidents

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🏢 Retail AI Maturity — AEAI Q4 2026

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Cite this data

Free to cite with attribution
APA 7

Australian Enterprise AI Index. (2026). Retail sector AI maturity (Q4 2026: 62.7/100). AEAI. https://corporateai.com.au/industry/retail

Harvard

Australian Enterprise AI Index 2026, Retail sector AI maturity (Q4 2026: 62.7/100), AEAI, viewed 2 November 2026, <https://corporateai.com.au/industry/retail>.

Board / Exec

Source: Australian Enterprise AI Index (AEAI), Q4 2026 — https://corporateai.com.au/industry/retail

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