340B Referral Agent

The first 340B Agent to recapture referral savings

Plenful’s Referral Agent uses advanced LLMs to analyze both structured and unstructured EHR data, reconstruct referral intent, match it to downstream claims and automate referral documentation to close the loop. Finally 340B teams of any size can confidently stand up a referral strategy to capture savings and maintain compliance posture.

ROI & IMpact

Large Covered Entity Customers

>$1,850

average 340B savings recaptured per claim

98x

capacity increase in reviewing and flagging high-confident claims

Challenges

Most programs have never attempted systematic referral capture - the operational lift is simply too high

Referral evidence is fragmented

Pharmacy teams are digging through fragmented referral and clinical documentation - notes, free-text fields, faxes - scattered across multiple systems, to qualify 340B claims.

TPA logic misses real-world evidence

Traditional third-party administrator (TPA) matching logic surfaces only discretely coded data, leaving the majority of real-world evidence undiscovered.

Manual review can’t scale

Expensive and inconsistent - impossible across thousands of claims a month.

Why Plenful

Advanced LLMs find the eligible referral savings manual processes miss

Plenful’s Referral Agent uses advanced LLMs to analyze both structured and unstructured EHR data, reconstruct referral intent, match it to downstream claims and automate referral documentation to close the loop. Early results from customer deployments with leading health systems demonstrate meaningful incremental 340B savings and a 98x growth in referral review capacity - acting as a force multiplier for 340B teams of any size.

Recapture referral-based 340B savings

Capture savings from eligible 340B claims otherwise missed by leveraging best-in-class LLMs to look beyond discrete fields and unstructured data across the EHR.

A force multiplier for your 340B team

Accelerate operations at scale by shifting from manual search to targeted review and optimizing for high-cost medications and high-referral specialties.

Maintain compliance posture with closed-loop documentation

Automatically generate and send referral documentation back to the referring provider via major EHRs - build a defensible, HRSA-ready evidence record for every captured referral.

Customer Stories

Trusted by 95+ enterprise healthcare organizations

"Plenful combs through the chart, identifies key words and phrases, and links all the pieces together to show the closed loop referral pathway. What's even better - it goes beyond detecting referrals to generating documentation you can stand up in an audit."

Chief Pharmacy Officer
Leading Mid-Atlantic Academic Medical Center