The numbers tell you which stores. Not why.
Arist surfaces the operational, management, customer and frontline blockers hidden behind retail performance — by asking the people closest to the work, at the scale of your whole estate.
Asking has always been the expensive part.
Retail reporting is good at telling you where to look. Sales by region, turnover by site, adoption store by store.
What it cannot tell you is what the people there would say if you asked. Getting to that has meant a small sample, a survey nobody finishes, or a consulting engagement measured in months — and by the time there is an answer, the season has turned.
How Arist gets to why
- 01
Analyse
Dozens of internal data sources, read together to identify the critical problems rather than the visible ones.
- 02
Interview
Thousands of associates, shift leads and store managers with best-in-class AI voice — by phone, Teams, Slack or a web link. No app and no login.
- 03
Surface
Root causes and blockers, with analysis informed by hundreds of enterprise deployments, organized by role, region and store.
Two questions retail teams bring us
- Commercial excellence
Why these stores, regions or initiatives are behind
Understand why stores, regions, products or commercial initiatives are underperforming. Surface the operational, management, customer and frontline blockers hidden behind the numbers.
Sales performance - AI transformation
Why the AI investment isn't returning what it should
Understand what is preventing effective AI usage, why investments aren't producing the expected return, and whether the problem is technology, access, policy, workflow, management or proficiency.
AI transformation
- Against engagements that typically ran $70–75K each
A sporting goods retailer gathered more leader input within days than prior consulting engagements had captured in total.
- 9 of 12 executives, during peak operating season
A major U.S. grocery chain ran an AI-readiness Diagnostic at peak trading and surfaced fragmented data and unclear ownership as the core blockers.
Bring us an important business outcome that isn't moving.
We'll help you understand why — in less than a week, rather than three months or more.