Blog · JAN 5, 2026 · 3 min read
Our First Connex Pilot: A Compliance Head's Perspective
One compliance head told us Connex changed her audit prep from a week of reconstruction to an afternoon of review. Here is what the pilot showed.
We ran our first Connex pilot with a mid-sized pharma company's field team over eight weeks, and the most useful feedback did not come from the reps using it. It came from the compliance head who had to review what they produced.
Her starting point was blunt. Before Connex, audit prep meant reconstructing field activity after the fact, cross-referencing rep-submitted notes against expense claims and sample logs, and accepting that a meaningful share of that reconstruction was best-effort rather than verified fact. It is the same starting point almost every compliance team we talk to describes.
What changed during the pilot
- •Every booked visit in the pilot produced a verification record at the moment it happened, not a note filed days later
- •GPS and QR verification meant she no longer had to take a rep's word for whether a visit occurred as claimed
- •AI-extracted visit notes gave her structured summaries to review instead of raw rep commentary, cutting her per-visit review time significantly
- •Compliance flags surfaced automatically on visits that needed a closer look, rather than requiring her team to read every single record
- •Verified visit data landed directly in the company's existing CRM through the webhook integration, so nothing needed manual re-entry
Her own words, in substance
She described her audit prep for the pilot period as an afternoon of review rather than the week it normally took, and said the difference was not that Connex caught more problems, it was that she finally trusted the absence of problems in the records that came back clean. That distinction, between a report that says nothing went wrong and a report she can actually believe, is the entire value proposition we set out to build.
The pilot was not flawless. A handful of visits in remote clinic locations needed manual review because of GPS tolerance edge cases, and we have since tightened that handling. But the core result held: verification changed what her sign-off actually meant, and that is the outcome we are optimizing Connex around as we roll it out further.