Q: What is the primary problem 340B Referral Agent solves?
Most 340B programs leave significant referral-based savings uncaptured. Referral documentation is fragmented across EHRs — buried in clinical notes, free-text fields, and physician letters that TPA matching logic can’t read. The only workaround is manual chart review, which is expensive, inconsistent, and impossible to scale across thousands of claims per month. For external referrals where encounter data lives outside the EHR, connecting prescriptions back to the covered entity is nearly impossible. The result: eligible 340B savings go unidentified, and most health systems can’t justify the operational cost of a referral capture strategy.
Key features:
- Autonomous Clinical Scanning – Replace manual review with autonomous scanning across all clinical narrative documentation – notes, free-text fields, summaries – and discretely documented data to surface comprehensive referral evidence not available within TPAs
- Close-loop Referral Documentation – Track and document all of the data needed to create a defensible, audit-ready evidence record for every captured referral that aligns with HRSA requirements
- External Referral Capture – Capture external referral opportunities via strategic integrations that connect contract pharmacy prescription claims to covered entities’ referral data
- Referral Pathway Optimization – Identify out-of-network referral patterns and surface opportunities to optimize referral pathways, helping to keep patients within the health system’s continuum of care
Key facts:
- First agent built for 340B referral capture
- Announced in June, following deployments with major health systems
- At more than $1,850 in average recaptured savings per claim and 98x claims review capacity, Referral Agent unlocks savings that would otherwise go unclaimed.
- Available within Plenful’s 340B Audit and Optimization Suite, trusted by 95+ healthcare organizations nationwide
Q: How does 340B Referral Agent improve your clients’ 340B program?
Referral Agent turns referral capture from a cost-prohibitive manual effort into a scalable savings lever. For programs already doing referral capture manually, it serves as a force multiplier, increasing referral review capacity by 98x. For programs without a referral strategy, it makes one viable: the agent scans autonomously using advanced LLMs, surfaces high-confidence opportunities ranked by drug cost and specialty, and creates the audit trail automatically. Every captured referral comes with HRSA-ready documentation, reducing audit risk and giving compliance teams defensible evidence without additional review burden.
Q: How is 340B Referral Agent unique?
Plenful’s Referral Agent is the first agent built for 340B referral capture — and it meets programs wherever they are. Teams doing manual review get the same results with a fraction of the staff time. Programs with limited resources get coverage far beyond what any team could review by hand. Health systems without a referral strategy can finally launch one. Unlike TPAs, which only surface discretely coded data, Referral Agent applies machine learning across narrative clinical documentation to find evidence no TPA can see.
Matthew Krah is Principal Solutions Consultant at Plenful. He can be reached at matthew.krah@plenful.com
