Prosper AI

Overview

Prosper AI is an LLM-native voice-AI platform that automates patient, provider, and payor phone workflows for healthcare organizations, including inbound patient scheduling, appointment reminders, billing Q&A, prescription refills, benefit verification, prior authorization status, claim follow-up, denial follow-up, and payor routing. The full-stack patient-plus-payer scope is the claimed differentiator against Infinitus and SuperDial, which focus primarily on outbound payer calls.

Prosper AI is best read as a phone-automation layer across the patient and payer surface, not as an ePA network, hub administrator, appeals service, or case-management platform. The relevant manufacturer wedge is voice-heavy hub and specialty-pharmacy access work where patient outreach, payer follow-up, benefit verification, PA status, and refills share a single agent platform.

Reimbursement and PA Capability Model

The framework below standardizes how Rx Almanac evaluates reimbursement-prior-auth capabilities, so buyers can compare vendors like-for-like while the readout column stays vendor-specific. For this table, Prosper AI is evaluated as a phone-automation layer across the patient and payer surface, not as an ePA network, hub administrator, appeals service, or case-management platform.

Capability	Buyer should compare	Prosper AI readout
Electronic PA initiation and payer connectivity	ePA submission, payer integrations, plan-specific requirements, real-time decisioning, and transaction reach.	Adjacent. Prosper is not an ePA network; it handles PA initiation and follow-up by phone for hub and SP teams; validate handoff to ePA systems.
Benefits verification and coverage discovery	Eligibility, pharmacy/medical benefit checks, policy criteria, coverage route, and reimbursement path identification.	Core coverage workflow. Voice agents handle outbound BV calls alongside inbound patient scheduling; sub-2-hour turnaround SLAs on BV and PA.
Clinical documentation and appeals support	Document collection, criteria matching, appeal packets, peer-to-peer prep, and denial management.	Status and follow-up layer. Voice retrieval covers status and denial reasons; test where clinical-document assembly and appeal packets sit.
Provider workflow integration	EHR, portal, fax, call, pharmacy, and practice-management workflows that reduce office burden.	Core network reach. 80+ native EHR/PM integrations spanning Epic, athenahealth, Cerner, MEDITECH, eClinicalWorks, NextGen, and others.
Automation, AI, and queue prioritization	AI agents, rules engines, form completion, status retrieval, queue triage, and exception handling.	Core automation workflow. Agent roster includes BV, PA, refills, billing, scheduling, reminders, re-engagement, and payor routing.
Reporting, status visibility, and policy intelligence	Case status, payer trend reporting, denial reasons, turnaround metrics, and policy-change intelligence.	Reporting layer. Confirm transcript availability, exception codes, audit trails, QA review, and dashboards that flow back to manufacturer or hub teams.

Buyer Fit

• Buyer trigger: Pilot Prosper AI when both patient-facing and payer-facing call volume is the bottleneck and a single voice platform is preferred over two specialized vendors.
• Best-fit buyers: Pharma manufacturers, hubs, specialty pharmacies, providers, health systems, and payers running specialty or biologic programs with material front-office and back-office call volume.
• Less ideal fit: Programs that need ePA transaction routing, full hub case management, fulfillment, or appeals operations as the primary scope.
• Commercial fit: Custom/RFP; scope call types, escalation rules, compliance review, deployment model, reporting fields, and SLAs in the SOW.
• Launch diligence: Confirm payer acceptance for blocked AI calls, human escalation paths, clinical-review boundaries, audit logs, data ownership, cloud-versus-on-prem deployment, and references at manufacturer scale (not just provider/RCM).

Differentiators

• Full-stack voice AI: Covers patient, provider, and payor calls across scheduling, reminders, billing Q&A, refills, BV, PA status, claims, denials, and payor routing.
• Hub and specialty-pharmacy packaging: The pharma page explicitly targets hubs and specialty pharmacies where electronic benefit data still leaves phone-heavy BV and PA-status work.
• 80+ native EHR/PM integrations: Epic, athenahealth, Cerner, MEDITECH, eClinicalWorks, NextGen, and others; integration depth matters when call outcomes write back to systems of record.
• Prebuilt agent roster: Current packaging names agents for benefit verification, prior authorization initiation and follow-up, prescription refills, billing, scheduling, reminders, re-engagement, and payor routing.
• Security and deployment options: Current pharma-page packaging includes SOC 2 Type II, HIPAA, QA reporting, and cloud or on-premise deployment.
• Company-reported operating metrics: Prosper cites 99.99% uptime, 99% IVR navigation accuracy, 99%+ QA accuracy, 50% end-to-end call resolution, 40-50% cost reduction, and 20%+ revenue increase; require customer references before underwriting ROI.

RFP Questions

• Which payer and EHR connections are live for the product’s expected patient mix?
• What containment, escalation, and human-handoff logic applies when a payer blocks AI calls or changes IVR routing?
• Which fields, transcripts, and exception codes flow back to hub, specialty pharmacy, CRM, EHR, or manufacturer data warehouse?
• Which responsibilities does Prosper stop and the ePA, appeal, case-management, or hub workflow begin?
• What human review, transcript QA, protocol guardrails, and audit trails are included?
• How are Blueprint agents versioned, governed, and updated as payer rules and product compliance change?
• What proof supports the uptime, QA accuracy, cost-reduction, and revenue-lift metrics for hub or specialty-pharmacy programs?
• Which deployment model is required for PHI, payer-call recordings, QA data, and any on-premise customer requirement?

Recent Activity

• 2026: Current pharma page targets hubs and specialty pharmacies for phone-heavy benefit verification and PA-status workflows, with cloud or on-premise deployment, SOC 2 Type II, HIPAA, QA reporting, and launch-in-weeks positioning.
• 2026: Veradigm Customer Summit posts signal market-access and EHR-channel relevance, but do not establish a formal partnership unless separately announced.
• 2026-02: Strategic partnership with Firstsource Solutions; deploying Prosper AI across RCM workflows for large health systems, with 35+ healthcare enterprises served.
• 2026-Q1: Multimodal AI agents expanded from voice-only to include automated fax processing and direct API-based EHR read/write.
• 2025-09: Raised $5M, with reported 4x quarterly revenue growth.
• 2023: Founded; accepted into Y Combinator S23 batch.