Revenue Intelligence · Healthcare Advisory · AI Platform

We start by
finding your
missing revenue.
Then we recover it.

Every Asterlight engagement begins the same way — a complimentary Revenue Leakage Assessment that shows your health system exactly where money is leaving, why, and what it's worth. No pitch. No commitment. Just the truth about your data.

Request Free Assessment See How It Works
Built for
Mid-size health systems 200–800 beds Complex payer mix Cloud data environments
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$262B
lost annually to claim denials, underpayments, and charge capture gaps across U.S. health systems
"The answers are already in your data. Most health systems have never looked."
Asterlight Advisory Practice

How Every Engagement Works

Three acts. Advisory first. Technology when you're ready.

We never lead with a product demo. We earn the right to show you our platform by first showing you what your data actually says.

I

Advisory · Always First

Revenue Leakage Assessment

We analyze your denial data, payer mix, EOB history, and AR aging. We deliver a written report showing exactly where revenue is leaking, the specific dollar value of each gap, and the order in which to address them. No software required. No long-term commitment.

This is where we earn your trust — not by selling you something, but by showing you something real about your organization that you didn't already know.

Complimentary
II

Accelerators · When Trust Is Earned

AI-Powered Revenue Modules

Once we understand your organization's specific leakage profile, we deploy the relevant Asterlight module — starting with the one that addresses your largest gap. Each module is a targeted AI accelerator, not a monolithic platform install.

AR Aging Intelligence for most organizations. Denial Prediction Engine where denial rates are highest. EOB Reconciliation where underpayments are the primary issue. One module. 90-day pilot. Clear success metrics defined before we start.

$120K–$200K Pilot
III

Platform · For Organizations Ready to Scale

Full Revenue Intelligence Platform

After a successful pilot, organizations expand to the full five-module platform — a unified Revenue Intelligence layer that runs inside your own cloud data environment, trained on your data, governed by your team.

PHI never leaves your environment. Models improve with every billing cycle. The value compounds over time, and that value belongs entirely to your organization.

$480K–$740K ACV

The Problem

Revenue cycle teams are fighting a
modern war with outdated tools.

Claim volumes are rising. Payer complexity is compounding. Staff capacity is not. The result is predictable — and expensive. Revenue leaks silently across every billing cycle, and the teams responsible for stopping it are already stretched beyond capacity.

The problem is not a lack of effort. It is a lack of visibility. Most health systems have never properly analyzed the data that would tell them exactly where the money is going.

That is where every Asterlight engagement begins.

$262B
Annual U.S. RCM revenue leakage
Denials, underpayments, and charge capture gaps — most of it recoverable with the right analysis and the right tools.
65%
Of denied claims never resubmitted
Not because they can't be recovered — because billing teams don't have the bandwidth to prioritize and rework them systematically.
3–8%
Of net revenue lost to payer underpayments
Most health systems never audit EOB payments against contracted rates. That is recoverable revenue sitting unclaimed every single billing cycle.
$118
Average cost to rework a single denied claim
At a 7% denial rate on 400,000 annual claims, that is over $3M in rework costs per year — before accounting for the claims that never get resubmitted at all.

Five Modules · One Platform

Target every leakage point in your revenue cycle.

Each module is a standalone AI accelerator that addresses a specific revenue gap. Deploy one or all five. Each runs inside your existing cloud data environment — trained on your data, governed by your team, owned by your organization.

Module 01 · Denial Prediction

Denial Prediction Engine

Flagship

Scores every claim before submission for denial probability. Routes high-risk claims to human review. Trained on your historical denial codes, CPT/ICD-10 patterns, and payer behavior.

Outcome
2–4% denial rate reduction per billing cycle
Time to Value
First scored claims in 8–12 weeks from data onboarding
See full module detail →
Module 02 · Underpayment Recovery

EOB Reconciliation & Underpayment Detector

Perf. Basis Available

Ingests 835 EDI files and maps every payer payment against your contracted rates. Surfaces underpayments ranked by dollar value. Generates LLM-drafted appeal letters with the correct contractual language.

Outcome
3–8% of net revenue recovered. Performance-based option available — we recover, then we invoice.
See full module detail →
Module 03 · Prior Authorization

Prior Authorization Intelligence

High Retention

Real-time lookup for auth requirements by payer, CPT, and plan. Recommends clinical documentation elements that historically maximize first-pass approval.

Outcome
Higher first-pass approval. Lower staff workload per authorization.
See full module detail →
Module 04 · AR Intelligence

AR Aging Intelligence

Entry Point

Scores every open claim on collectability and recommends action — rework, escalate, appeal, or write off. Replaces a raw AR report with a prioritized daily work queue.

Outcome
Reduced days in AR. Higher staff productivity. Fastest module to deploy — recommended as the starting point.
See full module detail →
Module 05 · Charge Capture

Charge Capture Gap Analyzer

Enterprise

Reads clinical documentation via Epic/Cerner HL7 FHIR and compares what was documented against what was charged. Flags encounters where notes support a higher-specificity code.

Outcome
1–3% of gross revenue recovered. Full compliance audit trail. Highest long-term ROI.
See full module detail →

Why Asterlight

Built by people who have been inside the enterprise.

Not a startup that discovered healthcare. A team with advisory depth, PhD-level AI research credentials, and enterprise sales experience closing data deals at leading cloud and technology organizations. That combination is rare. It shows in how we work.

🧭
Advisory Always Comes First
We never lead with a demo. We earn the right to show you our platform by first delivering a Revenue Leakage Assessment that stands on its own — regardless of whether you ever buy anything else.
⬡
Deploys Inside Your Environment
We deploy inside your existing cloud data platform — no new infrastructure to procure, no external SaaS system to approve. Built on open, industry-standard data engineering components and your existing data governance layer. If your organization already runs a modern cloud data platform, we are ready to deploy in weeks, not months.
🔒
True Data Sovereignty
PHI never leaves your environment — not encrypted in transit, not stored on our servers. This is an architectural commitment enforced by your IT team through your existing data governance controls, not a policy statement in a contract.
⚗
Models Trained on Your Data
Not a generic AI tool applied off the shelf. Our models learn your payer mix, your denial patterns, your service line profile. Every billing cycle makes the platform more accurate for your specific organization — and harder to replace.
◎
Performance-Based Pricing Available
On select modules, we offer pricing tied directly to recovered revenue. We recover, then we invoice. If the ROI is not there, you do not pay for it. We build our business model around your results.

The Team

Advisory depth. Enterprise credibility. AI architecture.

The combination of healthcare advisory expertise, PhD-level AI research credentials, and enterprise technology sales experience is rare. It is the foundation of everything Asterlight builds and delivers.

The Business Case

What does this look like for a 400-bed health system?

These are conservative estimates based on industry benchmarks. Your actual numbers depend on current denial rate, payer mix, and what recovery processes already exist. In our first conversation, we model your organization specifically.

Get My Revenue Estimate
Revenue Leakage Source Annual Recovery Potential
Denial prediction — 2% rate reduction $3.2M – $5.8M
EOB underpayment recovery $1.4M – $4.2M
Prior authorization denial reduction $800K – $1.6M
AR collectability improvement $600K – $1.2M
Charge capture optimization $2.1M – $4.8M
Total Recovery Potential $8.1M – $17.6M
Asterlight annual platform investment $500K – $900K

Based on 400-bed health system, approximately 400,000 annual claims, 7% baseline denial rate. Conservative recovery estimates applied across all modules.

Get Started

Start with the assessment.
Not the pitch.

Tell us a little about your organization and what you're seeing. We'll map your specific revenue leakage exposure and identify which module addresses your largest gap first — at no cost and with no commitment required.

info@asterlights.ai
(214) 308-1129
Dallas, TX · New York, NY
Response within 1 business day

Every message is read personally. You will hear back within one business day. The first step is always the free assessment — no commitment required to get started.