Healthcare Solutions

A/R Aging & Collections Intelligence

Accounts receivable teams manage aging buckets across hundreds of payer contracts without visibility into which accounts are trending toward bad debt versus those with high collection probability. Payer payment velocity varies dramatically by contract tier and claim type, yet most health systems apply uniform follow-up cadences that misallocate collector effort. The result is a growing 90+ day bucket and write-offs that were recoverable weeks earlier in the aging cycle.

Built For

A/R Manager reducing days in A/R and prioritizing collector workflows across a multi-payer revenue cycle environment with $200M+ in annual net patient revenue

Deploy Your Virtual Workforce

Don't build from scratch. Deploy a pre-trained specialist agent instantly.

Ready

Lumi Care

A/R Manager

Scores accounts by collection probability and prioritizes follow-up across aging buckets.

Aging Bucket Analysis
Collection Probability Scoring
Follow-Up Prioritization
View Agent
Ready

Lumi Ledger

CFO (Health)

Tracks days in A/R, net collection rate, and bad debt exposure across payer classes.

Days in A/R Trending
Net Collection Rate
Bad Debt Forecasting
Payer Mix Analysis
View Agent
Ready

Lumi Watch

Compliance Reviewer

Flags accounts where timely filing deadlines or contractual appeal windows are at risk of expiration.

Timely Filing Monitoring
Appeal Window Tracking
Deadline Risk Alerts
View Agent

How It Works

Analyze aging bucket distributions, score payer performance by payment velocity, and identify accounts at risk of moving to bad debt. Enable proactive collections prioritization.

Instant Analysis

Drag and drop your CSVs. No complex pipelines required.

Natural Language

Ask questions in plain English, get instant answers.

Lumina Analyst
Why are Blue Cross denials increasing?

Denials for 'Medical Necessity' (Code 50) have spiked 40% this month. The majority are linked to Procedure Code 99214 (Level 4 Office Visit).

Denial Reason Pareto
Ask a follow-up...

Related Capabilities

healthcare AR analyticscollections prioritization softwarepayer payment velocitybad debt predictionaging bucket analysis