Skip to content
Aurenex

Commercial AI

Why most market access dashboards go unused

Access teams do not need another chart. They need a defensible answer to a question they were about to be asked.

Tomás Alvarez · Commercial Analytics Lead · 4 min read

Dashboard adoption in market access is consistently poor, and the reason is rarely visual design.

The work is fundamentally narrative: what changed, why it changed, and what evidence supports our response. A dashboard optimised for monitoring answers none of those questions well.

Reframing the deliverable as a continuously updated brief — generated, cited and reviewable — moved usage in one programme from under a fifth of the team to near-universal within a quarter.

  • market access
  • adoption
  • analytics

Next step

Bring a real problem. We will bring the architecture.

Thirty minutes with our architects is usually enough to tell whether a programme is ready for agents, or whether the data foundation needs work first.