Workflow guide · 16 products · 6 workflows
Eligibility, Claims & Patient Billing
The transactional spine of getting paid: checking coverage, building clean claims, posting what comes back, and collecting the patient’s share.
What the software can do
- Verify eligibility and benefits in real time — and interpret them for the specific service, instead of returning a raw payer response staff still has to decode.
- Discover active coverage the patient didn’t report, and estimate patient costs before the visit.
- Build claims from documentation, scrub them against payer edits, submit, and track them.
- Post remittances and reconcile payments automatically, routing only mismatches to people.
- Run patient billing — statements, text-to-pay, payment plans, and persistent, polite follow-up that reduces inbound billing calls.
What stays human
Staff handle mismatched postings, unusual payers, and the patient conversations that need a person; judgment on write-offs and disputes stays in-house. One caution from the census: some products sold as AI in this space are conventional rules and edits — worth knowing exactly what you are paying for.
Automation levels: L0 analytics only · L1 assistant — drafts and suggests · L2 partial — completes meaningful steps · L3 exception-based — completes routine cases and sends exceptions to people · L4 near-autonomous — none validated in this census.
Products shown on this page have the strongest public evidence in the census; every product is in the directory.
Eligibility and Benefits Verification · 6 products
Real-time checks are mature. The differentiator is interpretation — service-specific benefits written into the workflow, not a raw response staff must decode.
| Product | What it actually does | What stays human | Level | Fits |
|---|---|---|---|---|
| pVerifyEligibility and Benefits Verification | Runs real-time and batch eligibility checks, returns benefit details, and exposes API or portal workflows for service-specific verification. | Staff investigate ambiguous payer responses and service-specific limitations. | L2 | Small to large |
See all 6 Eligibility and Benefits Verification products in the directory →
Insurance Discovery · 1 product
Finds active coverage the patient didn’t report — recovered revenue on visits that would otherwise go unpaid.
| Product | What it actually does | What stays human | Level | Fits |
|---|---|---|---|---|
| Experian HealthCoverage Discovery and Patient Access | Searches for active and secondary coverage using demographic and proprietary data, verifies eligibility, and supports estimates and collections. | Staff validate matches, correct demographics and submit or rebill claims. | L2 | Medium to enterprise |
No product in this workflow has high-grade public evidence yet; the entries above are the strongest documented so far.
Patient Cost Estimation · 1 product
Produces the pre-service estimate patients increasingly expect, from benefits and contracted rates.
| Product | What it actually does | What stays human | Level | Fits |
|---|---|---|---|---|
| Pledge HealthPledge Revenue Cycle Browser Assistant | Browser assistant works across payer portals for eligibility, authorization and claim status, while patient-facing tools estimate responsibility and collect balances. | Staff resolve exceptions, approve estimates and handle disputed balances. | L2 | Small to large |
See all 1 Patient Cost Estimation product in the directory →
Claims Creation and Submission · 2 products
Builds and submits claims from documentation, with payer-edit scrubbing before anything leaves the building.
| Product | What it actually does | What stays human | Level | Fits |
|---|---|---|---|---|
| AvailityPredictive Editing and Intelligent Utilization Management | Operates payer-provider transactions and adds predictive claim edits plus electronic prior-authorization workflows; its network returns eligibility, claim and authorization information. | Provider staff correct claims, supply missing clinical material and handle nonparticipating payers or exceptions. | L2 | Small to enterprise |
| WaystarClaim Manager, Denial & Appeal Management, Authorization Manager and Coverage Detection | Runs claims through edits, transmits them, prioritizes denials, generates appeal packages, detects additional coverage, manages authorizations, and converts paper remits to electronic workflows. | Staff configure edits, validate appeal facts, resolve payer exceptions, and oversee recovery worklists. | L2 | Small to enterprise |
See all 2 Claims Creation and Submission products in the directory →
Payment Posting and Reconciliation · 1 product
Structured remittances plus document processing make posting a mature, exception-based workflow; reconciliation accuracy is the audit point.
| Product | What it actually does | What stays human | Level | Fits |
|---|---|---|---|---|
| Nanonets HealthAI Payment Posting and A/R Automation | Reads paper and electronic remits, maps adjustments and payments to accounts, posts routine transactions, and routes unmatched items to an exception queue. | Posting staff resolve unmatched accounts, ambiguous adjustments and quality-control samples. | L2 | Medium to enterprise |
No product in this workflow has high-grade public evidence yet; the entries above are the strongest documented so far.
See all 1 Payment Posting and Reconciliation product in the directory →
Patient Billing and Collections · 5 products
Automates statements, digital payment, plans, and follow-up. Direct-to-patient automation can raise yield and cut inbound calls.
| Product | What it actually does | What stays human | Level | Fits |
|---|---|---|---|---|
| Rivia HealthPatient Payment Platform | Automates tailored text and email outreach, self-service payments and payment plans, and provides a bilingual AI voice agent for billing calls. | Staff handle difficult billing questions, disputes and financial-assistance decisions. | L3 | Small to large |
| CedarCedar Pay and Kora | Provides digital billing, estimates, self-service payment and support; Kora uses agents for outbound and inbound patient financial conversations. | Patient financial services staff handle exceptions, disputes and assistance decisions. | L2 | Large to enterprise |
| CollectlyCollectly Patient Financial Engagement | Automates text, email and portal-free outreach for patient balances, supports payment plans and answers billing questions; Pledge adds payer-portal and estimate capabilities. | Staff handle disputes, hardship decisions and nonresponders. | L2 | Small to large |
| Inbox HealthPatient Billing Communications and AI Assistant | Automates personalized statements and reminders, provides payment options, and uses an AI assistant to answer common patient billing questions and route harder cases. | Billing teams answer escalated questions, resolve account issues and set policies. | L2 | Small to medium |
| PayZenAI-Powered Patient Financing | Uses risk models to offer and service patient payment plans, paying providers upfront while patients repay over time. | Staff explain financing, handle disputes and coordinate charity or other assistance. | L2 | Medium to enterprise |
See all 5 Patient Billing and Collections products in the directory →
Before you buy
- What first-pass claim acceptance rate do current customers actually see — and from what baseline?
- Does eligibility output arrive interpreted for your services, or as raw responses?
- What share of postings reconciles untouched, and how are the exceptions surfaced?
- Which clearinghouse and practice-management system does it assume — and what does that integration really take?