CapTrue Clear

Executive summary

Every Medicare-certified hospice is subject to an aggregate payment cap each federal fiscal cap year (October 1–September 30). CMS Benefit Policy Manual Pub. 100-02, Chapter 9, §90 requires hospices to file a Self-Determined Hospice Cap (SDHC) determination with their MAC no later than five months after cap-year end and to remit any overpayment at filing. Failure to file triggers payment suspension. Palmetto GBA Jurisdiction M publicly reminds providers that the 2025 SDHC form is due March 2, 2026; other MACs (e.g., CGS) use the same five-month clock with February 28/March 1 variants.

MedPAC’s March 2026 Report to Congress estimates that about 28% of hospices exceeded the aggregate cap in 2023 (up from ~23% in 2022), with average overpayments of roughly $410,000 per above-cap hospice, and that cap overpayments equaled about 2.9% of overall Medicare hospice spending. Above-cap providers cluster among smaller, newer, for-profit freestanding agencies — especially in high-entry states — creating a clear ICP with acute cash-flow and compliance pain.

CapTrue Clear sells a specialist-released Cap Completeness + Exposure Pack: PS&R pull checklist and OCR/normalization, EMR-vs-PS&R payment and day reconciliation, proportional (or allowed streamlined) beneficiary-count worksheet, statutory cap math against the published FY amount ($34,465.34 for the year ending Sept 30, 2025 per Palmetto), MAC-form SDHC draft, overpayment remittance checklist / ERS document assembly, and optional monthly Cap Exposure Continuity so finance is not surprised in February. The hospice’s authorized officer signs and submits; CapTrue is the production engine and QA desk — not a substitute for the provider’s MAC relationship or a CPA audit opinion unless a licensed CPA is separately engaged.

Thesis

Hospices already pay CPAs, cost-report consultants, EMR vendors, and internal billing staff for pieces of the cap problem — yet the product they need between October and March (PS&R-truth reconciliation + proportional count completeness + MAC-ready SDHC + continuous exposure monitoring) is underserved as a narrow, AI-native done-for-you desk. AI changes the economics of extracting PS&R tables, reconciling claim-level voids/adjustments against EMR remits, assembling beneficiary fractions across multi-hospice stays, and packaging MAC-ready binders. Human reimbursement specialists remain at release judgment, edge-case beneficiary counting, and overpayment/ERS documentation. As frontier models improve multi-table reconciliation against CMS rules, unit COGS falls while the trust interface (named specialist release under explicit licensing boundaries) stays defensible against generic EMR modules and broad healthcare accounting firms that treat CAP as a once-a-year afterthought.

Discovery rationale

This run restored the truncated pending stub to the last full tip (85f36cb4 / 847 runs through FireDoorTrue + adjacent-terrain sweep #17), then steered away from the saturated multi-site inspection-completeness cluster (FireDoorTrue, RackTrue, LiftTrue, FallGearTrue, AEDTrue, FireTag, EyeWashTrue, EgressTrue) and from duplicate funeral/HHG/R2T4/I-9/backflow engines already in the manifest. Fresh research across hospice CAP, FMLA intermittent leave, FDA tobacco retail, amusement-ride daily logs, and snow-removal invoice truth showed CapTrue as the strongest evidence-backed DFY outcome: primary CMS/MAC filing duty, MedPAC-sized overpayment economics, active CPA/consulting spend (Walters & Associates, CostReportCPA, Hospice Tools playbooks), hard payment-suspension consequence, and zero prior aggregate-CAP SDHC blueprint.

Candidate comparison

Dimension scores for CapTrue (1–5): low trust burden 5; low task-level judgment 4; high intelligence threshold 5; regulation as moat 5; no physical labor 5; Sam Altman test 5; outcome pricing 5; gross-margin potential 5; buyer urgency 5; whitespace 4; novelty vs manifest 5; AI fit 5; active demand 5; budget proof 5; waitlist/lead-magnet 4; MVP clarity 5; distribution clarity 4; licensing feasibility 4; operational repeatability 5; speed to first revenue 5. Composite ≈ 91/100.

CODE validation

• Consumer/buyer trend: Hospice provider supply grew to 6,706 Medicare-participating hospices in 2024 (MedPAC), driven by for-profit freestanding entry. Aggregate-cap exceedance rose to ~28% of hospices in 2023. Cap year 2025 SDHC filings are due in the Feb/Mar 2026 window — a live operational deadline.
• Opportunity: PS&R is the system of record, not the EMR. Proportional beneficiary counting, multi-hospice day fractions, void/adjustment lag, and ultimate-liability estimation as patients remain alive create a documentation-and-reconciliation gap that internal billing teams and general CPAs often mishandle until MAC suspension letters arrive.
• Demand: Walters & Associates, CostReportCPA, and hospice EMR vendors publicly sell CAP accounting, monthly monitoring, and financial-reporting playbooks. MAC job aids (CGS/NGS/Palmetto) and Hospice Tools guides document recurring admin anxiety. Forums and trade content repeatedly warn about payment holds for late SDHC.
• Economic sizing (range, uncertain): Beachhead: ~1,500–2,500 freestanding for-profit hospices with elevated ALOS / prior over-cap / high-entry-state footprints already buying CPA or consultant help. At $3.5k–$12k SDHC Pack + $499–$1,499/mo Continuity, a 60–100 customer book is a mid-seven-figure ARR path. Cap overpayments alone (~$410k average for the 28% over-cap cohort) dwarf service fees — willingness to pay for certainty is high. Treat TAM as directional.

Rubric scorecard

Anti-commoditization: Even if a future general model can draft an SDHC form, buyers still need BAA-covered intake, PS&R access orchestration, MAC-specific packaging, continuous monthly exposure ops, and a named human who will stand behind the pack before payment risk. EMR “CAP calculators” that ignore PS&R truth remain dangerous; CapTrue’s wedge is PS&R-first completeness, not a co-pilot chatbot.

Target buyer

ICP: Freestanding for-profit Medicare hospice agencies with 1–5 CCNs, roughly 50–400 Medicare beneficiaries per cap year, elevated average length of stay, recent market entry (especially CA/TX/NV/AZ and other high-entry states), and either (a) prior-year over-cap / near-cap, or (b) no dedicated reimbursement specialist.

Economic buyer: Owner/CEO or CFO/Controller (small agencies); VP Finance / Reimbursement Manager (multi-CCN groups).

Day-to-day champion: Billing manager, HIM/finance coordinator, or outsourced biller who already pulls remits but does not own PS&R math.

Jobs-to-be-Done

• When the cap year closes, help me file an accurate SDHC on time so Medicare payments are not suspended.
• When my EMR and PS&R disagree, show me the reconciled truth CMS will use.
• When I am approaching the cap mid-year, warn me early enough to manage census mix and cash reserves.
• When an overpayment exists, assemble remittance / ERS documentation without inventing the liability number as legal advice.
• When MAC reopens prior years, keep an audit trail of beneficiary counts and payment extracts.

Painful problem

Small and mid-size hospices discover aggregate-cap liability late — after PS&R lags settle, after long-stay patients inflate the proportional count denominator incorrectly in spreadsheets, or after a MAC past-due letter suspends 100% of payments. Internal teams treat CAP as a February panic event; general CPAs may prepare a form without monthly exposure ops; EMR modules often use billed activity rather than finalized PS&R. The result is cash crises, ERS scrambling, and reopenings that increase liability as living patients continue to accrue days.

The outcome we sell

Outcome sold: A specialist-released, MAC-ready Self-Determined Hospice Cap Completeness Pack (and optional monthly Cap Exposure Continuity) that lets the hospice’s authorized signer file on time with reconciled PS&R inputs, documented beneficiary counting method, calculated aggregate cap position, and remittance/ERS checklist — protecting payment continuity and reducing surprise liability.

Pricing unit: per CCN / per cap year pack + per CCN monthly continuity. Never hourly.

First one-feature MVP wedge

Evidence summary

• Verified CMS/MAC rules require annual SDHC filing within 5 months of cap-year end; late filing suspends payments (CMS BP Manual Ch.9 §90; CGS/Palmetto guidance).
• Verified ~28% of hospices exceeded the aggregate cap in 2023; avg ~$410k overpayment; 2.9% of hospice spending (MedPAC Mar 2026).
• Verified 6,706 Medicare-participating hospices in 2024; freestanding ~5,740 (MedPAC).
• Verified Statutory cap $34,465.34 for year ending Sept 30, 2025; $35,361.44 for 2026 cap year (Palmetto/MAC tables).
• Verified Incumbent CAP accounting/monitoring services exist (Walters & Associates; CostReportCPA; Hospice Tools playbooks).
• Inferred AI-native PS&R reconciliation can cut specialist minutes vs traditional CPA spreadsheet workflows while preserving release review.
• Unverified Exact % of hospices currently outsourcing SDHC specifically (vs cost report) — treat as unknown; use public vendor presence as budget proxy.

Claim table

Source-claim matrix

Market and demand evidence

Medicare spent roughly $28.2–$28.3 billion on hospice in 2024 (RIHC/Alliance Facts & Figures; MedPAC). Cap overpayments at 2.9% of spending imply nearly $0.8B scale of overage economics in 2023 terms — even if only a fraction of agencies buy specialist help, the serviceable market for SDHC + monitoring is large relative to a small DFY desk. Provider counts (6,706) and freestanding dominance (~87%) define a reachable outbound list via POS/NPI data, state hospice associations, and LinkedIn titles (CFO, Reimbursement Manager, Billing Manager).

Active buyer conversations

• MAC educational pages and past-due/payment-suspension warnings (Palmetto, CGS) — operators ask about forms, PS&R access, and ERS.
• Hospice Tools and CPA firm content answering “when is SDHC due,” “PS&R vs EMR,” and “what if I can’t pay.”
• Trade anxiety around long-stay mix, live discharges, and CAP in for-profit growth markets (MedPAC narrative mirrored in industry commentary).
• Public service pages offering monthly CAP monitoring — proof buyers already seek ongoing help, not only year-end forms.

Competitive landscape

• Healthcare CPA / cost-report firms (e.g., Walters & Associates, CostReportCPA): strong trust, broader accounting relationships; often slower, less productized, less AI-leveraged monthly ops.
• Hospice EMR / analytics modules (e.g., Hospice Tools and peers): customer-operated dashboards; still require PS&R truth and human packaging.
• General Medicare consultants / PEPPER shops: broad advisory; rarely a packaged SDHC Completeness Pack with SLA.
• Internal staff: common default; fails under turnover and PS&R credential gaps.

Competitor and budget validation

Budget already exists in (1) CPA/cost-report retainers, (2) EMR subscriptions, (3) internal billing FTE time, and (4) the overpayment dollars themselves. CapTrue wins by productizing the narrow PS&R→SDHC→monthly exposure workflow with AI extraction and specialist release — faster and more repeatable than a generalist CPA engagement, and more accountable than a customer-operated EMR calculator. It is not a clone of cost-report preparation (CMS-1984-14) or clinical HOPE documentation.

Pricing evidence and proposed pricing

Public CAP vendors advertise “transparent pricing” without publishing rate cards; analogous specialized hospice compliance packs and cost-report project fees in the market commonly land in the low-to-mid four figures per filing, with monthly monitoring as a retainer. Proposed outcome pricing:

• Free Cap Leak Scan: 15-minute structured intake + high-level PS&R vs EMR delta flags + exposure band (lead magnet).
• SDHC Completeness Pack: $3,500 (≤100 beneficiaries) / $6,500 (101–250) / $9,500–$12,000 (251–400+ or multi-year reopen pack) per CCN per cap year.
• Cap Exposure Continuity: $499 / $899 / $1,499 per CCN per month (census tier).
• ERS / Remittance Support Pack: $1,500–$5,000 fixed (document assembly; not success-fee on overpayment amount).
• Never hourly. Never contingency on reducing the Medicare overpayment (regulatory/optics risk).

Regulatory and compliance considerations

• Social Security Act §1814(i)(2) aggregate cap; CMS Benefit Policy Manual Pub. 100-02, Chapter 9, §90 et seq.
• Proportional beneficiary counting default; streamlined only if historically elected.
• SDHC filing + remittance within 5 months; MAC reviews and may reopen prior 3 years.
• Separate inpatient day limitation (20% GIP+respite) — adjacent monitor, not MVP core.
• HIPAA: BAA required; minimum necessary PS&R/EMR extracts; audit logging.
• 60-day overpayment return rules still apply even after CMS-838 quarterly reporting ended.

Licensing boundary

Disclaimers: CapTrue provides operational documentation support. It does not practice medicine, does not provide legal advice, and does not replace the provider’s MAC obligations. Contingency/refund-share pricing on Medicare liabilities is avoided.

AI-native advantage

AI is the production engine for OCR/table extraction from PS&R PDFs, schema normalization across MAC formats, void/adjustment matching, proportional-fraction arithmetic with audit trails, exception clustering (multi-hospice, mid-year PTAN, sequestration lines), and binder assembly. Humans do not re-key every row. Economics: minutes per pack fall as retrieval and rules libraries mature; quality rises via deterministic validators. The customer buys a released pack and payment-continuity outcome — not a co-pilot seat.

Internal AI engine architecture

AI-vs-human operations pipeline

Dynasty translation layer

• Buyer: Hospice finance leader fearing payment hold and six-figure CAP bills.
• Service: DFY SDHC Completeness Pack + optional monthly exposure monitor.
• Workflow: Intake → PS&R pull → reconcile → count → draft → specialist release → customer files → monthly loop.
• Tooling: Secure file exchange, spreadsheet/PDF parsers, rules engine, CRM, e-sign checklist (customer-side).
• Sales: “We’ll assemble your MAC-ready SDHC from PS&R truth before the suspension clock hits — you sign and send.”
• Delivery: Manual-heavy for first 5 packs; automate parsers after pattern lock.
• Expansion: Multi-CCN portfolios; inpatient 20% monitor; prior-year reopen response packs; PEPPER long-stay correlation memos (non-clinical).

Anti-duplication analysis

Checked healed manifest (847 runs) and root *-blueprint.html filenames. Near neighbors: HopeClear (HOPE assessment), ElectionClock (NOE/NOTR), hospice eligibility recert engine, OasisTruth (HHA OASIS), Medicare cost-report engine, CapClear hemp THC (unrelated). No prior Medicare hospice aggregate CAP / SDHC completeness desk. Differentiator vs CPA incumbents: AI-native PS&R-first productized pack + monthly Continuity SLA, not a full-service accounting firm.

Anti-commoditization analysis

If general models draft forms for free, CapTrue still wins on (1) BAA-governed PS&R access ops, (2) MAC-specific packaging libraries, (3) monthly exposure product that prevents February surprises, (4) specialist release liability interface, and (5) learning loop from real MAC reopen patterns. The commodity is “a filled PDF”; the product is payment-continuity operations.

Service delivery workflow

1. Sales → Cap Leak Scan → paid Pack SOW.
2. Kickoff: BAA, access checklist, due-date SLA.
3. PS&R obtain (customer pulls or screenshare-assisted).
4. AI normalize + reconcile; exception queue.
5. Specialist release; customer Q&A.
6. Customer files/remits; CapTrue archives hashes.
7. Optional Continuity: monthly exposure snapshot + watchlist.

Operations as product

• Structured intake checklist (MAC, CCN, method election, prior packs).
• Required evidence list (PS&R Summary, Beneficiary Count, EMR payment/day exports).
• Automated completeness gates before specialist review.
• Exception queues: multi-hospice, PTAN mid-year, sequestration, credit balances.
• Confidence scoring on reconciliations; audit trail of source hashes.
• Gold-standard SDHC examples per MAC; red-team rejection tests.
• Postmortems on any MAC past-due or math mismatch.

No-holes quality engine

No pack releases without: (1) PS&R extract date ≥90 days after cap-year end when required, (2) deterministic cap math match, (3) beneficiary method documented, (4) dual check on overpayment line, (5) submission checklist with owner fields blank for customer signature, (6) HIPAA access log complete.

What the human expert actually does

Minimum viable offer

Offer: “SDHC Completeness Pack for Cap Year 2025 — delivered 10+ business days before your MAC due date, or we refund the Pack fee.” Includes Cap Leak Scan conversion call, reconciled workbook, draft SDHC, remittance checklist. Continuity sold as upsell after first Pack.

Fulfillment process

First 3 customers: founder + one contractor specialist; Google Drive/SharePoint with BAA; Claude/GPT for extraction inside private workspace; Excel validators; Docu-checklist. No custom platform. Automate parsers after 5 packs; CRM stage automation after 10.

Tools and systems

• Day one: secure intake form, BAA template, spreadsheet validators, password manager for customer-assisted PS&R sessions, CRM (HubSpot/Attio), e-mail, calendaring.
• Later: parser service, customer portal, Continuity dashboard, MAC form library.

Human-in-the-loop QC

Two-person rule on any overpayment >$50k presentation; specialist cannot release own pack without checklist bot green; quarterly gold-set regression; customer confirmation of file/submit captured in CRM.

Nonlinear scaling and unit economics

• COGS @ launch (per Pack): model inference $15–40; software $10; specialist 3.5–5.0 hrs ($75–$120 loaded/hr) ≈ $260–$600; QA 0.5 hr ≈ $40–$60; support/sales follow-up $50; total COGS ~$400–$750 on a $3.5k–$6.5k Pack → gross margin ~80%+ even early; Continuity margins expand as monitoring automates.
• Automation: ~40% AI/rules at launch → ~65% at 90 days → ~80% at 1 year on extract/reconcile; humans stay on edges/release.
• Throughput: 1 specialist: 1–2 Packs/day at launch; 3–4/day by day 90 with parsers.
• Targets: rework <8%; quality failure (MAC reject for pack error) <2%; escalation <10%; revenue/FTE >$400k by month 12; CAC payback <3 months via Scan→Pack.
• Conversions (assumptions): Scan→Pack 25–40%; Pack→Continuity 40–60%; annual Continuity retention 80%+.

Distribution proof table

Sales and outreach plan

Plain-language offer: “We turn your PS&R into a MAC-ready Self-Determined Hospice Cap pack — reconciled, specialist-released, on a suspension-proof calendar. You sign and file.” Lead with diagnosis (Cap Leak Scan), not demo theater. Pilot SOW capped in scope; Continuity sold as insurance against next year’s surprise.

Founder-led content plan

Teach PS&R vs EMR, proportional counting myths, what triggers payment suspension, how reopenings increase liability while patients live, state hotspots for over-cap rates, and ERS documentation realities — never clinical admission advice.

First 30 days of content

1. 10 educational posts: SDHC due dates by MAC; PS&R login pitfalls; proportional fraction worked example; sequestration line items; multi-hospice transfers; PTAN mid-year proration; what “payments suspended” means day-by-day; over-cap state patterns (MedPAC); inpatient 20% vs aggregate cap; ERS docs checklist.
2. 3 diagnostic teardowns: anonymized EMR-vs-PS&R mismatch; wrong beneficiary method; late pull <90 days issue.
3. 2 lead-magnet angles: “2025 SDHC Filing Calendar” PDF; “Cap Leak Scan” worksheet.
4. 1 webinar: “File SDHC before the hold — PS&R truth in 45 minutes.”
5. 1 outbound diagnosis template: “Noticed [state] agencies with long ALOS often miss PS&R lag — happy to run a free Cap Leak Scan before [due date].”

Lead magnet and waitlist

Lead magnet: Cap Leak Scan + SDHC Filing Calendar. Buyer receives a one-page exposure band and missing-artifact list before paying. Captures pain signals (no PS&R access, prior overage, due inside 30 days). Follow-up in 48 hours with Pack SOW. Waitlist for Continuity if Pack capacity capped. Paid conversion — not waitlist vanity — is the PMF test.

Warm GTM plan

Activate: prior healthcare finance contacts; CPA referral partners; hospice billing Facebook/LinkedIn groups (value-first); webinar attendees; Scan incompletes. Offer scoped pilots at early-access Pack pricing (−15%) for feedback rights, not custom software.

Targeted outbound plan

Build list of freestanding for-profit hospices in CA/TX/NV/AZ with public PEPPER/long-stay indicators or recent ownership. Personalized note referencing MAC due date + Cap Leak Scan. No generic “AI for hospice” pitches.

Answer-engine / search visibility

Target queries: “self-determined hospice cap due date 2026”, “PS&R hospice cap report”, “Medicare hospice aggregate cap overpayment”, “Palmetto SDHC form”, “what happens if hospice miss cap report”. Publish citeable calculators/checklists; schema FAQ; MAC-specific pages.

Pilot design

Pilot cap: 5 Packs (single-CCN). Incentive: 15% off Pack for recorded feedback + anonymized gold fixtures. Success: on-time customer filing; <2 revision cycles; Continuity conversion ≥2/5. Early-demand trap mitigation: refuse multi-CCN custom software; refuse clinical consulting; pause new logos after 5 until SOPs harden.

Early-access feedback flywheel

Every MAC question or rejection becomes a rule, template, or QA check. Distinguish product feedback (parser miss, checklist gap) from custom work (unique ownership litigation). Corrections feed retrieval library. No scaling by throwing humans at unfixed exceptions.

Build-before-scale checkpoints

• After 5 pilots: harden intake, evidence requirements, QA gates.
• After 10: harden SOPs, exception queues, reviewer checklists, delivery templates.
• After 20: pause new logos until COGS, rework, escalation, cycle time measured.

7 / 30 / 90-day launch plans

• 7 days: BAA + intake + Scan landing page; 30 outbound; 1 webinar scheduled; first Scan delivered.
• 30 days: 5 Scans; 2 paid Packs in flight; content cadence live; CPA partner conversations.
• 90 days: ≥8 Packs delivered; ≥3 Continuity; parsers covering top 2 MAC PS&R formats; unit economics dashboard green.

Metrics and KPIs

• Scans/week; Scan→Pack %; Pack on-time %; MAC reject attributable to pack %; Continuity MRR; gross margin; cycle time; rework rate; specialist utilization; NPS/referral.

Risks and mitigations

• HIPAA incident → strict BAA, least privilege, no training on customer PHI without agreement.
• Math error → deterministic validators + dual review above threshold.
• Customer fails to file after delivery → CRM confirmation + written handoff.
• CPA incumbents → partner/overflow positioning, speed SLA.
• Seasonality (Dec–Mar spike) → Continuity smooths; hire contractor specialists seasonally.

Exhaustive risk register

What could kill this

• CMS eliminates SDHC self-reporting (unlikely near-term; would force pivot to MAC determination support only).
• Systematic math failures eroding trust.
• Inability to obtain PS&R under BAA constraints at scale.
• Positioning drift into clinical CAP management / admission suppression advice (regulatory landmine).

Go / no-go reasoning

Go. Clear buyer, mandatory painful filing, MedPAC-scale economics, incumbent budget proof, narrow MVP, remote DFY delivery, 50%+ margin path, strong differentiation from prior hospice blueprints, and a live March 2026 filing deadline creating distribution urgency. No fatal disqualifier triggered.

Final recommendation

Launch CapTrue Clear immediately with Cap Leak Scan + SDHC Completeness Pack for single-CCN freestanding for-profit hospices, capped at 5 pilots, then harden Continuity. Keep licensing walls strict. Do not expand into clinical eligibility or full cost-report CPA displacement in v1.

Source list

• MedPAC March 2026 Report Ch.10 Hospice
• MedPAC Dec 2025 Hospice payment adequacy slides
• MedPAC March 2025 Report Ch.9 Hospice
• CMS BP Manual CR R246BP (Ch.9 §90 caps)
• CMS Benefit Policy Manual Ch.9 PDF
• CGS Hospice Financial Caps job aid
• CGS Hospice Cap process page
• Palmetto JM SDHC due March 2, 2026
• Palmetto Hospice Caps / rates
• Palmetto Hospice Cap Self-Reporting
• Walters & Associates Hospice Cap Accounting
• CostReportCPA Understanding Hospice Cap Report
• Hospice Tools Cost and Cap Reporting Guide
• RIHC Hospice Care Chartbook 2025
• Alliance for Care at Home 2025 Facts & Figures