AI-native service blueprint
Final decision: Blueprint

IPCReady Clear — CA CBAS IPC Reauthorization Completeness Desk

Done-for-you Individual Plan of Care (DHCS 0020) reauthorization completeness packets for California Community-Based Adult Services centers — AI assembles the evidence-linked IPC draft from MDT assessments and daily notes; a CBAS documentation specialist clears gaps before the center’s multidisciplinary team owns clinical sign-off.

26/30Six-gate score
~84/100Rubric
$85–$175Per IPC pack
52–65%GM path (yr 1)

Executive summary

IPCReady Clear sells a done-for-you IPC Reauthorization Completeness Packet to California Community-Based Adult Services (CBAS) / Adult Day Health Care centers. As of February 2026, the California Department of Aging reports 316 active CBAS providers serving 45,749 participants (≈44,616 Medi-Cal). Eligibility for ongoing CBAS is redetermined at least every six months (up to twelve months when an MCP finds it clinically appropriate). The standardized vehicle is the Individual Plan of Care — DHCS 0020 (Rev 07/2019), built by the center’s multidisciplinary team (MDT) and submitted with Treatment Authorization Requests (TARs) / MCP authorization packets.

Why now: Centers face a documented closure crisis (CAADS: 29 centers closed since 2020 across 47 legislative districts), stagnant Medi-Cal rates historically around $76.27/day FFS with some MCP contracts still paying ~10% less, and rising documentation/person-centered planning expectations. CDA’s own training library includes modules such as CBAS Documentation Challenges: How to Avoid Plans of Correction and Fundamentals of CBAS Documentation — public proof that incomplete IPC/daily-note linkage is an operational failure mode, not a theory. Admin-efficiency pathways are explicitly on CAADS’ 2026 advocacy agenda as an alternative to pure rate relief.

First wedge: Reauthorization IPC completeness packs for Medi-Cal managed-care participants at mid-size CBAS centers (average daily attendance roughly 25–80) — not initial intake F2F eligibility determinations, not clinical diagnosis, not billing/collections, not Plan of Correction defense. Pricing is per IPC pack ($85 standard / $125 complex / $175 rush) or a monthly Reauth Desk retainer ($1,800 / $3,200 / $5,500 by census band), never hourly and never contingency on authorization approval. Human chokepoint: CBAS documentation specialist Completeness Affidavit + center MDT (RN / therapist / social worker as applicable) clinical ownership and signature. We do not invent assessments, fabricate attendance, or practice medicine.

Thesis

CBAS revenue survival is not “fill out DHCS 0020.” It is a recurring, evidence-linked reauthorization operation: every six months, prove medical necessity with an IPC whose goals, services, and Boxes 15/16 narratives are consistent with MDT assessments, quarterly reassessments (Title 22 CCR §54215), and the daily documentation trail MCPs and surveyors look back across. An AI-native desk that treats IPC field completeness + evidence mapping as the product — with the center’s licensed MDT remaining the clinical authority — scales reauth throughput faster than hiring another full-time chart writer, while staying more accountable than a generic EHR template the program director never finishes under rate pressure.

Discovery rationale

This run steered away from saturated generic filing-engine patterns and from desks claimed in the last 24 hours (BBPFile dental BBP, FiledClear eviction notices, PoCReady SNF 2567, ADRReady HH ADR, QuestClose questionnaires, TripShield NEMT, TipNotice, GuardFile, FitFile, AdmitLine, FundRemit, CancelPath). Fresh research across CBAS IPC reauth, SEVIS I-20/term packs, salon booth IC classification, HIPAA BAA inventories, scaffold pre-shift logs, hotel TOT remittance, NYC restaurant grade recovery, and unit-turn coordination showed the strongest CODE + margin + novelty combination in California CBAS IPC reauthorization completeness — verified provider/participant counts, standardized DHCS 0020 form, six-month cadence creating unit economics, public documentation-training demand, closure-driven efficiency urgency, elder/disability terrain under-represented versus compliance-engine saturation, and no prior CBAS/IPC slug in the 420-run history (distinct from ABA reauthorization).

Candidate comparison

CandidateScore /100Verdict
IPCReady Clear — CA CBAS IPC reauthorization completeness desk84Winner
SEVISPack Clear — small-college / language-school I-20 + term-registration prep desk76Strong 2026 demand (Terra Dotta CaaS launch; DHS I-17/I-20 overhaul); PDSO must remain SEVIS actor; deferred to keep PDSO boundary crisp and avoid Terra Dotta platform lock-in fight in MVP
BoothClass Clear — CA salon booth-renter IC classification completeness pack74Real Labor Code §2778 / PBFC enforcement; UPL/tax-advice chokepoint heavier; adjacent to Form 8846 tip-credit desk; deferred
BAAVault Clear — mid-market clinic BAA inventory completeness desk68Real OCR risk; Medcurity/Accountable/PHIGuard SaaS crowding; deferred
ScaffoldLog Clear — GC scaffold pre-shift inspection log completeness64Gate 5 competent-person onsite dependency; citation volume high but remote DFY weaker; deferred

Scoring dimensions (1–5 each, summed→normalized): trust burden, judgment, intelligence threshold, regulation moat, no physical labor, Sam Altman test, outcome pricing, GM potential, urgency, whitespace, novelty vs manifest, AI fit, demand evidence, budget proof, lead-magnet potential, MVP clarity, distribution, licensing, repeatability, speed to revenue.

CODE validation

  • Consumer/buyer trend: California’s CBAS program remains the primary Medi-Cal adult-day health alternative to nursing-home placement; February 2026 CDA data shows 316 centers / 45,749 participants with average daily attendance ≈32,046. Centers are closing under rate and admin pressure while documentation/person-centered planning requirements have not decreased. Verified
  • Opportunity: Reauthorization IPCs fail when goals/services are not measurable, Boxes 15/16 miss material changes, daily notes do not support interventions on the IPC, or MCP/TAR packets are incomplete — triggering delays, day reductions, F2F reviews, or survey Plans of Correction. The hole is production of a complete, evidence-linked IPC packet, not another EHR module.
  • Demand: CDA hosts recurring documentation webinars (“Documentation Challenges: How to Avoid Plans of Correction,” IPC DHCS 0020 trainings, MDT process trainings). CAADS’ 2026 advocacy explicitly seeks administrative efficiencies and reduced duplicative paperwork. Medi-Cal Provider Manual mandates IPC + TAR completion pathways. Authorization delays and payment barriers are cited by CAADS in rate-floor lobbying materials.
  • Economic sizing: ≈45,749 participants × ~2 reauth cycles/year ≈ 91,000 IPC cycles/year statewide (range: lower if MCP grants 12-month authorizations). At $100 blended ASP, theoretical service TAM ≈ $9.1M; realistic beachhead of 80 centers × 60 reauths/month-equivalent × $100 ≈ $480k ARR path year-1–2 (illustrative). Uncertainty medium on attach rate and MCP variance — pilots must prove cycle-time and first-pass completeness lift.

Rubric scorecard & six gates

Gate 1 Low Trust Burden 4/5
Centers already staff MDTs, buy EHR/IPC software, attend CDA trainings, and hire consultants for surveys/POCs. Completeness support is outsourceable behind the center’s clinical brand.
Gate 2 Low Task Judgment 4/5
Field completeness, evidence mapping, and rule checks are decomposable; clinical goal-setting stays with MDT.
Gate 3 High Intelligence 5/5
Synthesis across H&P, nursing/therapy/social assessments, quarterly reassessments, daily flowsheets, prior IPC, and MCP quirks.
Gate 4 Regulation as Moat 5/5
Medi-Cal / Title 22 / HCBS person-centered planning / surveyability raise willingness to pay and deter casual AI wrappers.
Gate 5 No Physical Labor 5/5
Document/data workflow; remote delivery with secure PHI handling.
Gate 6 Sam Altman Test 3/5
Frontier models improve extraction/drafting; moat is CBAS rule library + MCP playbooks + Affidavit ops, not raw chat.

Six-gate total: 26/30. Rubric aggregate ≈ 84/100. Anti-commoditization: if a general model can draft an IPC, it still cannot maintain center-specific MCP checklists, daily-note→goal reconciliation SOPs, Completeness Affidavits, or PHI-safe production SLAs — the service sells the finished, auditable reauth packet, not a co-pilot.

Target buyer

ICP: California licensed CBAS / ADHC centers with roughly 25–120 average daily attendance, predominantly Medi-Cal managed-care census, feeling reauthorization backlog or documentation survey risk.

Economic buyer: Center Administrator / Program Director / Director of Nursing (or owner-operator of multi-site adult-day groups). Influencers: MDT leads (RN, PT/OT/ST, MSW), QA coordinator, billing/authorization clerk.

Trigger events: 60–90 days before reauth due date; MCP denial/reduction requiring F2F; CDA certification survey finding on care planning; new EHR migration leaving IPC fields incomplete; staffing loss of a charting RN/SW.

Jobs-to-be-Done

  • Functional: Produce a complete, MCP-ready DHCS 0020 IPC packet with evidence citations from the chart so authorization days do not slip.
  • Emotional: Reduce Sunday-night charting panic and fear of day cuts that threaten census and family trust.
  • Social: Show surveyors/MCPs that the center runs a disciplined person-centered care-planning operation despite rate pressure.
  • Avoid: Hiring another full-time documentation nurse whose cost exceeds thin per-diem margins; buying another EHR module the team will not operate.

Painful problem

CBAS centers must renew medical necessity on a short cycle while daily operations (transport, nursing, therapies, meals, family crises) consume the same licensed staff who write IPCs. Incomplete goals, missing change narratives, and weak daily-note linkage create authorization delays, day reductions, and proofless survey trails. With rates near $76/day and closures already happening, every wasted MDT hour and every delayed reauth directly threatens cash flow and access for frail participants.

The outcome we sell

A reauthorization-ready IPC Completeness Packet for a named participant: completed DHCS 0020 field map, evidence matrix linking assessments/daily notes to goals and services, Boxes 15/16 change/history draft, gap list with required MDT inputs highlighted, Completeness Affidavit, and a handoff checklist for the center’s MCP/TAR submission path — delivered on a stated turnaround (standard 5 business days; rush 2).

We sell packet completeness and cycle-time reliability — not a guarantee of MCP approval, day count, or clinical outcome.

First one-feature MVP wedge

ElementDefinition
ICPCA CBAS centers, ADA 25–80, Medi-Cal MCP majority census
TriggerParticipant reauthorization window opens (≤90 days to end of auth)
PainIncomplete IPC / weak evidence trail delaying TAR/MCP packet
One-feature MVPSingle-participant Reauth IPC Completeness Packet (DHCS 0020)
InputPrior IPC, current MDT assessments, last 90 days daily notes/flowsheets, H&P, MCP name, auth end date
OutputDraft IPC field pack + evidence matrix + gap list + Affidavit
Human chokepointIPCReady specialist Affidavit; center MDT clinical edit/sign
Success metric≥90% packets accepted by MDT with ≤2 revision loops; median cycle ≤5 business days
What users ask nextMonthly desk for whole census; initial-IPC pack; POC documentation support (later — not MVP)

Evidence summary

  • CDA Center Overview (Feb 2026): 316 providers; 45,749 participants; ADA 32,046. Verified
  • Medi-Cal CBAS manual: IPC developed by MDT; eligibility redetermined ≥ every 6 months; denial/reduction of ongoing days requires F2F. Verified
  • DHCS 0020 is the standardized IPC form (Rev 07/2019) with CDA/CAADS implementation guidance. Verified
  • Title 22 CCR §54215 requires at least quarterly reassessments covering progress, goal revision, and IPC continuation/revision. Verified
  • CAADS: 29 center closures since 2020; advocacy for admin efficiencies + rate floor at/above $76.27 FFS. Verified
  • CDA training catalog publicly lists documentation/POC-avoidance modules — demand signal for documentation quality. Verified
  • Attach rate and willingness to pay $85–$175/pack inferred from staffing cost of RN/SW charting time and existing consultant spend. Inferred

Claim table

ClaimLabelConfidence
316 CBAS providers / 45,749 participants (Feb 2026)VerifiedHigh
Ongoing eligibility reviewed ≥ every 6 months (≤12 MCP)VerifiedHigh
IPC uses DHCS 0020; MDT develops planVerifiedHigh
Published FFS-like rate reference ≈ $76.27/day; some MCPs paid ~$68.60VerifiedMedium-High (time-bounded lobbying docs)
29 CBAS closures since 2020 (CAADS)VerifiedHigh
Documentation incompleteness drives POC / auth frictionInferredMedium (training titles + manual logic; limited public denial rates)
Centers will pay $85–$175 per reauth packInferredMedium (labor substitution; needs pilot proof)
Statewide ~91k IPC cycles/yearInferredMedium (depends on 6 vs 12 month auths)
No dominant DFY IPC completeness desk brand todayUnverifiedLow-Medium (search found EHR/consultants, not this wedge)

Source-claim matrix

ClaimLabelSourceTypeDateSection
316 providers / 45,749 participantsVerifiedCDA CBAS Center OverviewAgency dataFeb 2026Exec, CODE, Demand
IPC DHCS 0020 + form instructionsVerifiedCDA Eligibility & Service Authorization formsAgencyCurrent / form Rev 07/2019MVP, Reg
6-month reauth; F2F on denial/reductionVerifiedMedi-Cal Provider Manual — CBAS (community)Payer manualAccessed 2026-07Pain, Reg
Quarterly reassessment / IPC revisionVerifiedTitle 22 CCR §54215 (via CDA documentation training materials)RegulationStandingOps, Reg
Closure crisis / admin efficiency askVerifiedCAADS 2026 May Revise letterTrade assoc.2026CODE, Demand
Rate floor / $76.27 vs $68.60 MCP gapVerifiedCAADS AB 2428 support letterTrade assoc.~2024–2025Pricing, Econ
Documentation training demandVerifiedCDA Trainings and WebinarsAgencyOngoing / 2025 MDT trainingConversations
Program context / rate strainVerifiedJustice in Aging CBAS explainerAdvocacy2024–2025Market
SEVIS competitor budget proof (runner-up)VerifiedTerra Dotta SEVIS CaaS PRVendor PR2026-03-31Candidates
SEVP school count 7,234 (2024)VerifiedICE SEVP 2024 annual reportAgency2025Candidates
Salon booth Labor Code §2778 elements (runner-up)VerifiedPBFC booth rental columnTrade2025Candidates
$85–$175 pack willingnessInferredRN/SW wage substitution + consultant analogsInference2026-07Pricing

Market and demand evidence

The addressable market is geographically concentrated but operationally dense: hundreds of centers each cycling dozens of reauths per month. Demand is visible in (1) mandatory reauth cadence in the Medi-Cal manual, (2) CDA’s persistent documentation education program, (3) CAADS’ push for administrative efficiency amid closures, and (4) existing spend on EHR/IPC software, QA staff, and survey consultants. This is not a greenfield “AI for adult day” pitch — it redirects budget already spent on overtime charting and rework.

Active buyer conversations

  • CDA/CAADS training culture: providers repeatedly consume IPC, MDT, documentation, and POC-avoidance content — a proxy for unresolved operational pain.
  • CAADS public letters describe MCP authorization delays, unpaid admin work, and paperwork duplication as cash-flow threats.
  • Justice in Aging documents center closures leaving participants without nearby CBAS options — operators feel existential pressure to keep authorization machine running.
  • Internal hiring pattern (inferred from role mix): centers advertise for RNs/Program Directors with documentation/QA emphasis when census is stressed. Inferred

Competitive landscape

AlternativeWhat they sellGap vs IPCReady
EHR / IPC software vendorsForms, templates, e-signatureCustomer-operated; does not produce finished evidence-linked packets
In-house MDT overtimeStaff nights/weekends chartingDoes not scale; burns scarce licensed labor
Survey/POC consultantsReactive remediation after findingsExpensive; after-the-fact; not recurring reauth production
Generic AI copilotsDraft text in chatNo CBAS rule library, no Affidavit, no MCP playbooks, PHI risk
ABA reauth desks (different market)Pediatric ABA medical necessityDifferent form, payer, population, MDT composition

Competitor and budget validation

Budget already exists as: (a) salaried RN/SW documentation time, (b) EHR/IPC vendor fees, (c) intermittent consultant spend for surveys/POCs, (d) lost revenue when days are reduced or auths lapse. IPCReady wins by converting variable overtime and rework into a predictable per-packet or monthly desk fee that protects per-diem revenue (~$76+/day × authorized days). It is not a clone of EHR software; it is a production service that leaves clinical ownership with the MDT.

Pricing evidence and proposed pricing

SKUPriceUnit
Standard Reauth IPC Pack$85Per participant reauth cycle
Complex Pack (high acuity / multi-therapy / prior denial)$125Per participant
Rush Pack (≤2 business days)$175Per participant
Monthly Reauth Desk — Band A (≤40 ADA)$1,800/moIncludes up to 25 packs; overage $70
Monthly Reauth Desk — Band B (41–80 ADA)$3,200/moUp to 50 packs; overage $65
Monthly Reauth Desk — Band C (81–120 ADA)$5,500/moUp to 90 packs; overage $60

Never hourly. Never contingency / success-fee on MCP approval or day count (avoids improper incentive alignment around medical necessity determinations). Optional annual Survey-Ready Care Planning Binder add-on later — not MVP.

Pricing rationale: substituting 45–90 minutes of RN/SW charting + QA rework at fully loaded clinical labor rates; pack priced below the cash value of even one protected attendance day.

Regulatory and compliance considerations

  • Medi-Cal CBAS benefit rules; MCP-specific authorization workflows.
  • DHCS 0020 IPC content and TAR/MCP packet requirements.
  • Title 22 CCR care planning / reassessment expectations; HCBS person-centered planning principles.
  • HIPAA / CMIA: PHI intake, BAAs with centers, minimum necessary, audit logs, retention.
  • CDA certification survey focus on care-planning process from assessment → IPC → implementation.

Licensing boundary

We are a documentation operations desk, not a clinical provider, MCP, or law firm.
  • AI / operators may: extract, classify, map evidence, draft IPC field language, flag gaps, assemble packets, maintain audit trails.
  • Center MDT must: perform assessments, set/approve clinical goals and services, verify medical necessity, sign the IPC, submit to MCP/DHCS.
  • We must not: diagnose, prescribe, independently determine level of care, promise authorization outcomes, contact participants as their care team, or practice medicine/nursing/therapy/social work without proper licensure and relationship.
  • Required: BAA; center attestation that source records are complete/accurate; Completeness Affidavit (documentation completeness, not clinical correctness); disclaimer that MCP decisions remain the payer’s.

AI-native advantage

AI changes the economics by reading prior IPC + multi-disciplinary assessments + 90 days of notes in minutes, producing a structured field map and contradiction list that would take a human chart auditor an hour or more. Personalization comes from center-specific MCP checklists and gold-standard IPC examples. As models improve, extraction accuracy and narrative drafting improve — while the Affidavit + MDT signature architecture keeps liability bounded and quality compounding through a learning loop of denied/returned packets.

Internal AI engine architecture (10 layers)

  1. Intake: Secure upload / EHR export drop; auth end-date calendar; participant roster.
  2. Normalization: OCR/PDF parse; note de-duplication; section tagging (nursing, therapy, SW, daily).
  3. Retrieval/knowledge: DHCS 0020 schema; Title 22 reassessment rules; MCP-specific packet checklists; center gold IPCs.
  4. AI workbench: Goal/service drafting; Boxes 15/16 change synthesis; evidence span linking.
  5. Deterministic rules: Required field presence; measurable-goal pattern checks; service-to-assessment coverage; date logic.
  6. Human chokepoint: Specialist Completeness Affidavit; MDT clinical edit/sign.
  7. QA: Second-pass sampling; contradiction red flags; PHI scrub on external examples.
  8. Delivery: Packet PDF/DOCX + evidence matrix + gap checklist + handoff notes.
  9. Learning loop: MCP return reasons → rule/prompt updates; gold-standard library.
  10. Model-portability: Prompt/tooling abstracted so extraction/draft models can be swapped without rewriting SOPs.

AI-vs-human operations pipeline

Intake
Center drops chart bundle + auth dates; automated completeness gate rejects thin files.
AI
Extract facts; draft IPC fields; build evidence matrix; list gaps.
Rules
Fail closed on missing H&P, unsigned assessments, empty goals, or service codes without assessment support.
Specialist
Review exceptions; edit language; Completeness Affidavit.
MDT
Clinical ownership: edit/approve/sign; submit to MCP.
QA/Learn
Track returns; update MCP playbook; retrain retrieval examples.

Dynasty translation layer

  • Buyer: CBAS Administrator paying to protect authorized days and survey readiness.
  • Service: DFY reauth packet production; DWY on MDT sign-off.
  • Workflow: Roster → chart intake → AI draft → rules → specialist → MDT → MCP.
  • Tooling: Secure portal, EHR export scripts, DHCS 0020 templates, CRM for reauth calendar — software assists ops; ops is the product.
  • Sales: “We return a complete IPC evidence pack before your auth expires — your MDT keeps the pen.”
  • Delivery: First 3 centers manual Slack/Drive + checklist; then portal + rules.
  • Expansion: Monthly desks → multi-site adult-day groups → initial-IPC packs → survey care-planning binders.

Anti-duplication analysis

Checked freshly cloned manifest.json (420 runs) and root *-blueprint.html filenames. No CBAS / DHCS 0020 / adult-day IPC reauthorization desk exists. Closest neighbors: ABA reauthorization medical necessity documentation desk (pediatric ABA, different forms/payers), SNF PoC / HH ADR clinical packets (different settings), and generic care-planning language elsewhere. Distinct buyer (CBAS Administrator), workflow (DHCS 0020 reauth), and outcome (MCP-ready IPC completeness pack).

Anti-commoditization analysis

If frontier models make drafting cheap, buyers still need: PHI-safe production, MCP-specific return-code memory, measurable-goal QA, Affidavits, SLA’d calendaring across a census, and a human who has seen surveyor/MCP patterns. The product is the operating system for reauth completeness, not a prompt.

Service delivery workflow

  1. Onboard center: BAA, MCP list, EHR export method, gold IPC samples.
  2. Load reauth calendar from auth end dates.
  3. T-21 days: request chart bundle; run intake completeness gate.
  4. AI + rules produce draft packet.
  5. Specialist Affidavit; return gap list if MDT inputs missing.
  6. MDT revises/signs; center submits.
  7. Capture MCP outcome codes for learning (not priced as success fee).

Operations as product

SOPs for intake evidence lists, DHCS 0020 field dictionary, measurable-goal patterns, Boxes 15/16 grids, exception queues (missing H&P, contradictory diagnoses, service without assessment), reviewer assignment by MCP, confidence scoring, versioned packets, gold-standard library, red-team checks on invented facts, root-cause on returned auths, postmortems after any survey finding touching our packs.

No-holes quality engine

  • Hard stops: no Affidavit if required source docs missing.
  • Contradiction detector: services vs assessments; goals vs notes.
  • Sampling QA: 100% first 20 packs/center; then 20% ongoing.
  • Never invent vitals, diagnoses, attendance, or family statements.
  • Audit trail: model version, rule version, reviewer, timestamps.

What the human expert actually does

TaskLicenseMin @ launchMin @ day 90Automation pathQuality riskCannot automateAudit trail
Intake triageNone (trained ops)125Completeness gateThin chartsChase missing filesIntake checklist
Packet review / AffidavitPreferred: RN or CBAS-experienced clinician (ops role; not treating)2512AI draft + rulesHallucinated factsJudging evidence adequacyAffidavit + diffs
MDT clinical sign-offCenter RN/therapy/SW as required15–4010–25Better drafts reduce timeClinical errorMedical necessity ownershipSigned IPC
QA sampleSenior specialist106Auto flag queuesMissed gapsEdge-case tasteQA log
MCP playbook updateOps lead30/wk15/wkReturn-code clusteringStale rulesRelationship nuancePlaybook versions

Minimum viable offer

“Reauth IPC Completeness Pack — 5-business-day turnaround” for $85 (standard). Includes field map, evidence matrix, gap list, Affidavit. Center provides chart bundle; MDT remains signer. Pilot: 5 centers, cap 40 packs/center/month, 20% launch discount for published (anonymized) cycle-time metrics.

Fulfillment process (first 3 customers)

  1. Manual BAA + Dropbox/Drive PHI folder with MFA.
  2. Spreadsheet reauth calendar.
  3. Claude/GPT workbench with DHCS 0020 checklist prompt + human paste into Word template.
  4. Specialist review on Zoom with Program Director for first 5 packs/center.
  5. Automate later: portal upload, auto-OCR, rule engine, templated DOCX.
  6. Do not automate first: Affidavit judgment, MDT relationship, MCP escalation language.

Tools and systems

Day-one: Google Workspace / Microsoft 365 with BAA where available, encrypted storage, HIPAA-aware LLM API, Notion/Linear SOP wiki, HubSpot/Airtable CRM, DocuSign/Dropbox Sign for Affidavits, calendar reminders. Later: thin Next.js portal, Postgres case DB, retrieval over MCP playbooks. No custom EHR required to start.

Human-in-the-loop quality control

Every pack gets specialist review before delivery. MDT sign-off is mandatory. Escalation queue for prior denials, guardianship complications, TAS/ERS overlays, or conflicting specialist notes. Random weekly red-team: inject incomplete charts and confirm hard-stop behavior.

Nonlinear scaling and unit economics

MetricLaunchDay 90Year 1 target
Specialist min / pack25–3512–188–12
Model + tooling COGS / pack$6–10$4–7$3–5
Fully loaded COGS / pack$38–55$22–35$18–28
ASP (blended)$95$105$110
Gross margin42–55%55–65%60–70%
Packs / specialist / day6–812–1618–22
Rework rate<20%<12%<8%
Automation %35%55%70%

Revenue-per-FTE target at scale: $280k–$400k with 50%+ GM. CAC payback via CAADS/content-led pilots aiming <3 months on monthly desks. Assumptions: Gap Scan→paid ≥8% after 150 scans; pilot→monthly ≥40%; monthly logo retention ≥85% at 6 months. Inferred

Distribution proof table

ChannelWhy ICP reachableFirst angleConversion assumptionProof sourceMeasurementFollow-up
CAADS conference / listTrade home for CBASFree IPC Gap Scan8–12% scan→pilotCAADS membership densityScans, pilots7-day packet teardown
LinkedIn Admin/DONOperators searchableBoxes 15/16 teardown2–4% replyRole titlesReply→callCalendar link
CDA training adjacencyProviders already seeking doc help“After the webinar, here’s a checklist”Content→email 15%CDA webinar existenceList growthNurture sequence
MCP provider relations introsShared interest in complete packetsReduce incomplete submissionsLow volume, high trustManual friction cited by CAADSIntrosJoint office hours
Multi-site adult-day groupsCentral QA buyersCensus calendar takeover1 logo = 3–8 centersOwnership patternsLogo ARRDesk rollout
AEO / search“DHCS 0020 reauth checklist” queriesEvergreen guidesLong-tail inboundForm specificityOrganic leadsScan CTA

Sales and outreach plan

Offer page: one outcome, pricing table, sample redacted packet, licensing boundary. Pitch: protect authorized days by industrializing IPC completeness. Outreach leads with a free Gap Scan on one upcoming reauth — not a demo of software.

Founder-led content plan

Teach CBAS Administrators: measurable goals vs vague goals; Boxes 15/16 change narratives; daily-note→IPC linkage; MCP return patterns; surveyor lookbacks; what AI can/can’t draft; how rate pressure makes documentation leverage existential — never generic “AI in healthcare” fluff.

First 30 days of content

  • 10 posts: (1) DHCS 0020 field map, (2) measurable goals examples, (3) Boxes 15/16 grid, (4) quarterly reassessment trap, (5) daily flowsheet linkage, (6) MCP denial→F2F meaning, (7) closure math vs charting hours, (8) initial vs reauth differences, (9) TAS/ERS documentation notes, (10) Affidavit vs clinical signature.
  • 3 teardowns: anonymized incomplete IPC; good vs bad goal set; evidence matrix walkthrough.
  • 2 lead magnets: Reauth IPC Gap Checklist; Boxes 15/16 Question Grid (inspired by CAADS TAS tools, generalized).
  • 1 webinar: Live “30-minute IPC Gap Scan” office hours for 10 centers.
  • 1 outbound template: “You’re 45 days from auth end for N participants — here’s a free completeness scan on one chart.”

Lead magnet and waitlist plan

Lead magnet: Free IPC Reauth Gap Scan (one participant) → scored checklist + 20-minute review call. Waitlist CTA: “Open 5 pilot slots for Fall reauth surge.” Capture: census band, MCP mix, EHR, next 30-day reauth count. Sales-ready when ≥10 reauths due in 60 days and Admin attends review. Waitlist ≠ PMF; paid packs and retention do.

Warm GTM plan

CAADS contacts, prior adult-day operators in network, EHR implementation partners, survey consultants who hate doing production charting, and Gap Scan attendees. Convert with scoped pilot: 15 packs / 30 days / fixed fee.

Targeted outbound plan

Build list of 316 centers from CDA overview; prioritize Band B census and multi-site owners. Personalized note referencing MCP mix and upcoming reauth month. Lead with diagnosis memo, not “AI platform” language.

Answer-engine / search visibility plan

Publish canonical pages answering: “What is DHCS 0020?”, “CBAS reauthorization checklist”, “Boxes 15 and 16 IPC”, “How often is CBAS reauthorized?”, “CBAS documentation Plan of Correction prevention.” Structure with clear definitions, tables, and citations to CDA/DHCS — optimized for AI answer engines and classic search.

Pilot design and early-demand-trap mitigation

  • Cohort: 5 centers, mixed MCPs.
  • Cap: 40 packs/center/month; no custom EHR integrations in pilot.
  • Incentive: 20% off for metric sharing.
  • Feedback: weekly 20-min retro; tag product vs custom.
  • Mitigation: refuse center-specific clinical protocol writing; park POC defense as separate SKU; freeze scope if specialist minutes >35.

Early-access feedback flywheel

Every MCP return code and MDT edit becomes a rule, prompt example, or checklist item. Corrections graduate into SOPs only after appearing twice. Custom one-offs stay in a parking lot until three centers share the need.

Build-before-scale checkpoints

  • After 5 pilots: harden intake evidence list + measurable-goal rules.
  • After 10 pilots: harden MCP playbooks + Affidavit checklist + delivery templates.
  • After 20 pilots: pause new logos until COGS, rework, escalation, and cycle time are measured and GM ≥50% on Desk SKUs.
  • Acceptable temporary workaround: manual Word templates. Unacceptable: hiring chart writers to paper over missing rules.

7-day launch plan

Finalize DHCS 0020 checklist; redact sample packet; BAA template; land 10 Gap Scan conversations from CAADS/LinkedIn; stand up secure folder + Airtable calendar; price card live.

30-day launch plan

Run 5 pilots; publish 10 posts + 2 magnets; complete ≥60 packs; measure cycle time/rework; decide Desk SKU packaging; collect 3 testimonials.

90-day launch plan

Convert ≥2 pilots to monthly desks; hit ≤18 specialist minutes/pack median; expand to 15 centers; build top-5 MCP playbooks; hire second specialist only after rules cut minutes; freeze custom EHR work.

Metrics and KPIs

  • Packs delivered; on-time %; revision loops; specialist minutes; GM/pack
  • Gap Scan→paid %; pilot→desk %; logo retention
  • MCP return rate attributable to completeness (target ↓)
  • Escalation rate; quality failure (fabricated fact) = zero tolerance

Risks and mitigations

Primary risks: clinical boundary creep, PHI incident, MCP variance, thin willingness-to-pay under rate pressure, and early-demand custom work. Mitigations baked into Affidavit model, BAAs, playbooks, fixed SKUs, and build-before-scale gates.

Exhaustive risk register

1. Unauthorized practice of nursing/medicine — Likelihood: M / Impact: H
Mitigation: MDT-only clinical ownership; Affidavit limited to completeness; no participant treatment relationship.
2. HIPAA/CMIA breach — Likelihood: M / Impact: H
Mitigation: BAA, encryption, access logs, minimum necessary, vendor BAAs, incident runbook.
3. MCP rejects packets despite completeness — Likelihood: M / Impact: M
Mitigation: no approval guarantees; learn return codes; price on completeness/SLA not outcomes.
4. Rate pressure → no budget — Likelihood: M / Impact: M
Mitigation: price vs protected per-diem days; Desk ROI calculator in Gap Scan.
5. EHR export friction — Likelihood: H / Impact: M
Mitigation: accept PDF bundles day one; paid export assistance later.
6. Hallucinated clinical facts — Likelihood: M / Impact: H
Mitigation: evidence spans required; hard ban on unsupported statements; QA sampling.
7. Early custom POC/survey work derails MVP — Likelihood: H / Impact: M
Mitigation: explicit out-of-scope list; parking lot; build-before-scale pause.
8. Specialist hiring bottleneck — Likelihood: M / Impact: M
Mitigation: automate minutes down before headcount; contractor bench of CBAS-experienced RNs.
9. Concurrent factory duplicate / category crowding — Likelihood: L / Impact: L
Mitigation: manifest check passed; narrow CBAS IPC wedge.
10. Model vendor outage — Likelihood: L / Impact: M
Mitigation: model-portability layer; dual-provider prompts.
11. Center uses packet to conceal poor care — Likelihood: L / Impact: H
Mitigation: refuse thin charts; escalate ethics; terminate accounts that pressure fabrication.
12. Policy change to 12-month auths shrinks volume — Likelihood: M / Impact: M
Mitigation: Desk retainers; expand to initial IPC + survey binders if cadence lengthens.

What could kill this

  • Gap Scan→paid <5% after 200 scans.
  • COGS >55% of ASP after 20 packs with no minute reduction path.
  • ≥3 MCP returns or survey findings attributable to our completeness errors in first 40 packets.
  • Inability to secure BAAs / PHI insurance at small-operator cost.
  • Centers insist on approval guarantees or clinical decision outsourcing.

Go/no-go reasoning

GO — Blueprint. Clears evidence threshold: clear buyer, painful recurring problem, verified program scale and form, active documentation-demand signals, existing budget in labor/tools/consultants, narrow MVP, remote DFY fulfillment, licensing boundary enforceable, credible 50%+ GM path, differentiated from ABA/SNF/HH desks and from EHR software. Runner-ups (SEVIS, booth IC, BAA, scaffold) are real but weaker on whitespace, Gate 5, or licensing crispness for this hour’s ship.

Final recommendation

Launch IPCReady Clear as a California CBAS IPC reauthorization completeness desk. Start with five mid-size centers, sell per-pack then monthly desks, keep MDT clinical ownership sacred, and industrialize DHCS 0020 evidence mapping as the product. Expand only after COGS and return rates prove nonlinear scaling.

Source list

  1. California Department of Aging — CBAS Center Overview
  2. CDA — Eligibility and Service Authorization Forms (DHCS 0020)
  3. CDA — CBAS Trainings and Webinars
  4. Medi-Cal Provider Manual — Community-Based Adult Services
  5. CAADS — 2026 May Revise CBAS closure / admin efficiency letter
  6. CAADS — AB 2428 rate-floor support letter ($76.27 / $68.60)
  7. CAADS — CBAS rate increase / sustainability brief
  8. Justice in Aging — CBAS explainer
  9. Medicaid.gov — Draft CBAS HCB Settings Transition Plan
  10. Terra Dotta — SEVIS Coordinator as a Service (runner-up demand proof)
  11. ICE — 2024 SEVP annual report release
  12. Professional Beauty Federation of California — Cracking Down on Booth Rental
  13. Buchalter / JDSupra — Beauty industry misclassification trends
  14. IRS Publication 4902 — Entertainment Industry / booth renter tax basics
  15. PHIGuard — BAA tracker resource (runner-up competitive context)
  16. HIPAA Journal — BAA 2026 update
  17. OSHA Defense — Scaffolding documentation requirements (runner-up)
  18. Avalara MyLodgeTax — lodging tax automation (HotelTOT competitive context)