Know why a division is underperforming, not just that it is.
Arist combines your commercial data with AI interviews across the field to surface what top performers do differently, where execution is breaking, and what needs to change.
The gap shows up long before the reason does.
A division misses its number and the reporting tells you which one, by how much, and when it started. Getting to the root cause usually means months of work across consultants, internal teams, interviews, surveys and disconnected data. By the time there is an answer, the quarter has closed and the business has moved.
Two questions medical device teams bring us
- Commercial excellence
Why this division, product or region is behind
Diagnose exactly why a division, product, region, or sales team is underperforming. Understand what top performers are doing differently, where execution is breaking, and what needs to change, on a territory or on a launch.
Sales performance - AI transformation
Where AI is earning its place, and where it isn't
Determine where AI is materially improving commercial workflows versus where adoption, process, proficiency or operating constraints are blocking value.
AI transformation
- A $3B-a-year division
At one of the world’s largest medical device manufacturers, Arist diagnosed the root cause of sales underperformance in a $3 billion per year division.
Bring us the division, product, or territory that’s behind plan.
We’ll help you understand why, in under 72 hours.


