ARDIA PRECISION HEALTHGoverned AI for healthcare revenue & precision care
◧ Ardia Models · reimbursement intelligence

Meridian

The PAMA rate-cliff model for independent labs

PAMA lets CMS cut Clinical Laboratory Fee Schedule rates by up to 15% a year across 2027, 2028 and 2029. Meridian is a deterministic model of that cliff: enter your real test mix and it compounds the statutory cuts, year by year, and shows exactly how much revenue is at risk — entirely in the browser, with no PHI and no clinical data.

15%/yr
Statutory cut ceiling · 2027–2029
3
Compounding cut years modelled
$10k/day
Reporting-penalty ceiling checked
0
PHI · runs 100% in your browser
What it does

Two agents, one exposure number

Meridian is not an LLM — it's a deterministic financial model. It applies the statute the way CMS will, so the number it hands a lab CFO is one they can plan against.

01

CLFS Calculator

Takes your annual test mix — CPT/HCPCS codes, 2025 CLFS rates and volumes — and applies the compounding statutory cuts across 2027, 2028 and 2029. Each year's cut lands on the prior year's already-reduced rate, exactly as PAMA compounds it, and the model surfaces the cumulative revenue at risk and your 2029 run-rate versus today.

CLFS 2027–2029compounding cutsrevenue-at-risk
02

Reporting Agent

Checks a lab's exposure to the PAMA private-payor data-reporting requirement — the obligation that sets those rates in the first place — and the $10,000-per-day civil monetary penalty ceiling for failing to report or misreporting. It flags reporting-window exposure so the compliance risk is on the same page as the revenue risk.

reporting window$10k/day ceilingCMP exposure
03

Planning, not PHI

Everything runs client-side on public rate data and the numbers you type. No patient data, no upload, no server round-trip — so a lab can model a worst-case cliff in a sales or budgeting meeting without any compliance overhead. It is a planning tool, never a substitute for the CMS-published fee schedule.

in-browserno PHIpublic CMS data
Live model

Model the cliff on your test mix

Rates and volumes are pre-filled with 2025 CLFS figures for five common lab codes. Edit any cell, drag the cut slider, and watch the revenue at risk compound in real time.

meridian://pama-clfs-model● LIVE · your numbers
Your test mix (annual)
CPT / HCPCS2025 rate ($)Volume / yr
Statutory ceiling is 15%/yr for 2027–2029.
Projected CLFS revenue
Baseline (2025 rates)$0
Cumulative revenue at risk by 2029$0
2029 run-rate vs. baseline
Cuts compound: each year applies to the prior year's reduced rate. This is a planning model, not a CMS-published fee schedule.
Planning model. Seed rates reflect 2025 CLFS national limits for the listed codes and are illustrative. Actual cuts, floors, and code-level exceptions are set by CMS. Use this to frame exposure, then model your specific fee schedule with our team.
Where the numbers come from

Deterministic, and sourced

No forecast magic. Meridian applies a public statute to public rates and the mix you enter — so the same inputs always give the same answer.

2025 CLFS national rates (public CMS data)

The seed rates are 2025 Clinical Laboratory Fee Schedule national limits for the listed codes — 80307, G0483, 82306, 81225, 82607. They are published by CMS and are illustrative defaults; you replace them with your own fee schedule.

The PAMA statute, applied literally

The Protecting Access to Medicare Act caps CLFS reductions at 15% per year for 2027, 2028 and 2029. Meridian compounds them — 2028's cut applies to 2027's reduced rate, and so on — because that is how the reduction actually stacks. Nothing here is a prediction of what CMS will set; it models the ceiling the statute allows.

⚠ What this is, and what it isn't

Meridian is a planning model, not the CMS fee schedule and not financial advice. The seed rates are illustrative 2025 CLFS figures; the real cuts, statutory floors, and code-level exceptions are set by CMS and can differ from the flat ceiling modelled here.

Ardia is pre-revenue. This tool claims no client results — it exists so a lab can frame its own PAMA exposure on its own numbers, then validate against its specific fee schedule. It handles no PHI and sends nothing to a server.

Solution blueprint · how we build it

PAMA Rate-Cliff & Lab Economics — the blueprint

A deterministic, in-browser model that compounds PAMA's scheduled 2027–2029 CLFS cuts across a lab's own test mix to show cumulative revenue at risk, plus data-reporting and penalty exposure — unit-tested, no PHI, not the CMS fee schedule.

Four pillars — what it is & how it's built
📉
Compounding CLFS Rate-Cliff Engine

Computes the compounding cliff as the statute stacks it: each year's cut of up to 15% — the reduction cap in SSA §1834A(b)(3) — lands on the prior year's reduced rate across the scheduled 2027–2029 window. Deterministic JavaScript mirrored by a Python engine, covered by 7 unit tests — every figure traces to your inputs, not a black-box forecast.

🧮
Test-Mix Revenue-at-Risk Modeler

Takes a lab's annual test mix — CPT and HCPCS Level II codes, 2025 CLFS national payment amounts and volumes — in an editable table seeded with five real lab codes (80307, G0483, 82306, 81225, 82607). Multiplies rate × volume per code and recomputes cumulative revenue at risk and the 2029 run-rate in real time as any cell or the cut slider changes.

⚖️
Data-Reporting & Penalty Exposure Check

Puts compliance risk beside revenue risk: flags exposure to the PAMA private-payor data-reporting obligation (42 CFR Part 414, Subpart G) that determines these rates, and the $10,000-per-day civil monetary penalty ceiling (Social Security Act §1834A(a)(9)) for failing to report or misreporting — so reporting-window exposure sits alongside the dollar impact.

🔒
Client-Side, Deterministic & Sourced

Runs 100% client-side: the test mix never leaves the browser — no PHI, no server round-trip. No LLM is involved; Meridian is a deterministic engine, so results are reproducible and explainable. Seed rates are illustrative defaults from the public CMS 2025 CLFS that you replace with your own fee schedule.

Models & engines
Meridian Measured
deterministic engine

Deterministic PAMA/CLFS engine — compounds the statutory (up to 15%/yr) 2027–2029 cuts over a lab's test mix; 7 unit tests, no LLM, no PHI.

Frameworks & standards we build on
Protecting Access to Medicare Act (PAMA §216)CMS Clinical Laboratory Fee Schedule (CLFS) — 2025 national payment amountsCPT & HCPCS Level II code sets (AMA / CMS)42 CFR Part 414, Subpart G — private-payor data-reporting ruleSocial Security Act §1834A — reduction cap (b)(3) & $10,000/day CMP (a)(9)MolDX / Palmetto GBA molecular test coverage (Phase-3 overlay)HL7 FHIR (roadmap — billing-system test-mix ingest)
Phase roadmap — what's now, next & later
Phase 1 — BuildNow
2026

Ship the deterministic in-browser CLFS engine: compounding 2027–2029 cuts, revenue-at-risk and 2029 run-rate over the seeded codes, plus the $10k/day penalty flag. Grow coverage past the current 7 tests.

Phase 2 — Design-partner pilotNext
2027

A design-partner lab loads its own CMS fee schedule and real test-mix volumes under a data agreement (BAA only if PHI enters scope); its finance team validates outputs. Add FHIR / flat-file billing ingest.

Phase 3 — Deepen accuracyLater
later

Layer in code-level CMS exceptions, statutory floors, and MolDX / Palmetto GBA coverage overlays; refresh CLFS payment amounts on each annual update so the model tracks the published fee schedule, not just the ceiling.

Phase 4 — Ecosystem linkLater
later

Connect revenue-at-risk to the MolecuIQ denial-recovery workflow (a modelled-target module) so a lab sees rate-cliff exposure and recoverable denials in one reimbursement view.

Honest limitation: Meridian models the ceiling PAMA permits, not the rates CMS will publish. The 2027–2029 window and 15% cap are current statute — delayed before by Congress and subject to change. Seed rates are illustrative CLFS payment amounts; real cuts, floors and exceptions differ. A planning model, not financial advice.
One model in the constellation

See where Meridian fits

Meridian is the reimbursement layer for independent labs — alongside MolecuIQ's denial recovery. Explore the full model lineup or talk with the team.