AEDTrue Clear — Multi-Site PAD AED Readiness Completeness Desk
Run timestamp: 2026-07-25T07:02:00Z · Slug: aedtrue-clear-multisite-pad-aed-readiness-completeness-desk
Executive summary
AEDTrue Clear is a done-for-you (DFY) completeness desk for multi-site EHS, facilities, fitness, campus, and property operators who already own (or must keep) automated external defibrillators under state Public Access Defibrillation (PAD) rules — and who keep discovering that devices fail readiness because pads/batteries expired, monthly/90-day inspection logs are missing, EMS registrations are stale, training certifications lapsed, or medical-oversight paperwork is incomplete, even when the AED cabinet is on the wall.
We do not sell AEDs, perform licensed medical direction, or replace Cintas/AED123 monthly onsite service as the core product. We sell a specialist-released AED Readiness Completeness Pack: unit register truth, pad/battery expiry matrix, inspection-log gap map, EMS registration status, responder-cert roster currency, medical-oversight/protocol checklist where state law requires it, and an audit-day binder — AI extraction + deterministic rules + human QA — while site staff perform the physical monthly visual and the customer’s physician/medical director (or managed vendor) retains clinical oversight.
Thesis
AED compliance has bifurcated: managed-service vendors (AED123, Cintas First Aid & Safety, regional PAD managers) sell hardware + monthly onsite inspection + physician oversight for ~$59–$136+/unit/month; checklist SaaS / PDF forms (AED Log, POPProbe, vendor apps) sell customer-operated reminders; state PAD statutes (CA, NJ, NY, IL and peers) attach Good Samaritan immunity and facility mandates to maintenance, registration, training, and sometimes medical oversight. The under-served wedge is the mid-market multi-site operator who already owns AEDs, will not (or cannot) pay full managed-service rates for every cabinet, and still cannot produce a clean, state-mapped readiness binder when risk, insurance, AHJ, or counsel asks — because expiry drift, missed logs, ghost units, lapsed CPR cards, and EMS registration gaps are a portfolio documentation problem.
AI-native ops engines can normalize messy registers, pad photos, vendor PDFs, training CSVs, and EMS confirmation emails into a deterministic gap ontology — with a human AED-program documentation specialist at the release chokepoint — selling a priced outcome (inspection-ready completeness) without building another co-pilot for facilities teams to operate.
Discovery rationale
This run steered away from saturated regulatory-filing engines and from the last 72 hours of facility invoice-truth / life-safety log clones already shipped (FireTag extinguishers, EyeWashTrue ANSI Z358.1, EgressTrue emergency lighting, VentTrue dryer vents, PortaTrue/GuardTrue/TurfTrue invoice desks, AidTrue first-aid cabinet restock invoice truth, RecoupClear SEC clawback). Fresh research across PAD AED readiness, fall-protection harness annual inspection packs, floor-mat rental invoice truth, parking-lot sweeping leakage, and interior plantscape billing showed the strongest evidence stack on multi-site PAD AED readiness completeness: primary CA/NJ statutes with inspection/record/EMS/medical-oversight duties; UofL 21% fail rate and registration–readiness correlation; public AED123/Cintas managed-service pricing proving budget; AidTrue hard-diff (restock invoice ≠ AED readiness); FireTag hard-diff (1910.157 ≠ PAD); and no prior blueprint for this exact buyer+workflow+outcome (AEDTrue was only a deferred H06 runner-up at score 76).
Candidate comparison
| Candidate | Score /100 | Why ranked |
|---|---|---|
| AEDTrue Clear — multi-site PAD AED readiness completeness | 88 | State PAD patchwork + UofL readiness failures + public managed-service pricing + narrow DFY pack + hard-diff AidTrue/FireTag; evidence thickened vs H06 deferral |
| FallGearTrue — OSHA 1910.140 annual harness/SRL inspection pack | 68 | Clear annual documentation duty; competent-person physical inspection raises remote DFY friction |
| MatRentTrue — commercial floor-mat rental invoice truth | 62 | Real Cintas mat/fee complaints; thin hard-diff vs GarmentTrue / saturated invoice-truth pattern |
| SweepTrue — parking-lot sweeping invoice truth | 58 | CAM leakage plausible; ontology thinner this run |
| PlantTrue — interior plantscape invoice truth | 52 | Weak public demand evidence; overlaps TurfTrue pattern |
Winner: AEDTrue Clear. No fatal disqualifier triggered.
CODE validation
- Consumer/buyer trend: Multi-site fitness, warehouse/DC, campus, CRE, and light-industrial operators face labor-thin EHS/facilities teams; PAD laws and Good Samaritan immunity hinge on maintenance/registration/training; managed AED vendors push $59–$136+/unit/month while self-managed fleets quietly go non-ready.
- Opportunity: Pad/battery expiry drift + missing monthly/30-day/90-day inspection logs + stale EMS registrations + lapsed CPR/AED certs + missing medical-oversight/protocol packets (NJ and peers) + register ghost units — a completeness problem SaaS reminders alone do not fulfill for under-staffed portfolios.
- Demand: UofL multi-region study found 21% of public-access AEDs failed ≥1 test phase (5% dead batteries); Korean PAD inspection series found 15.4% non-ready (83.7% of those invalid electrodes); Danish registered-AED study found 18.1% non-functional; AED123/Cintas publicly sell managed readiness; CA HSC 1797.196 / 104113 and NJ 2A:62A-25 impose concrete inspection/record/notification duties; OSHA Pub. 3185 frames ~10k workplace SCA/year and encourages AEDs.
- Economic sizing (range, uncertain): No single authoritative U.S. workplace AED census located — treat fleet size as uncertain. If 150k–400k mid-market multi-site operators manage 5–80 AEDs with either managed service ~$700–$1,600+/unit/year or self-managed labor + consumables, redirectable documentation/orchestration budget is mid–high hundreds of millions annually. A 0.1–0.4% share supports a meaningful DFY desk. Incumbent spend already exists via Cintas FA&S and AED123-class vendors.
Rubric scorecard
| Gate | Score (1–5) | Notes |
|---|---|---|
| 1 Low Trust Burden | 5 | Already outsourced to Cintas/AED123 or accepted as EHS admin; buyer wants rescue-ready proof, not another app |
| 2 Low Task-Level Judgment | 4 | Mostly extract/match/gap/calendar; judgment on state-rule mapping and ambiguous unit IDs |
| 3 High Intelligence Threshold | 4 | Cross-document synthesis across registers, pad photos, EMS emails, training CSVs, vendor invoices, state matrices |
| 4 Regulation as Moat | 5 | State PAD statutes + Good Samaritan conditions + facility mandates (gyms/schools/etc.) + insurance optics |
| 5 No Physical Labor | 4 | Core deliverable is remote documentation ops; monthly walk stays with staff; clinical oversight stays licensed |
| 6 Sam Altman Test | 5 | Better models → better OCR/expiry extraction/state-rule matching; still win via SOPs, state matrices, portfolio memory, pack templates |
Six-gate total: 27/30. Anti-commoditization: if general models let a tech DIY a log, we still win on multi-state rule matrixing, exception queues, EMS/training/oversight packet packaging, and audit-day binders — the ops product.
Target buyer
ICP: Multi-site EHS / facilities / risk leaders at 5–40 location operators (fitness chains, warehouse/DC portfolios, light industrial, multi-building campuses, CRE/property managers, multi-site healthcare admin offices) with 8–120 AEDs already owned or mandated, currently self-managing or partially covered by fragmented vendors, without a dedicated AED program analyst.
Economic buyer: VP Ops / Facilities Director / Risk & Insurance / Controller (champion: EHS manager or regional facilities lead).
Trigger events: insurance renewal questionnaire; failed internal safety audit; expired pads found during walkthrough; new CA/NJ location opened; Cintas/AED123 price increase; counsel asks for Good Samaritan compliance file; post-incident discovery that logs were incomplete.
Jobs-to-be-Done
- When an insurer, AHJ, counsel, or corporate audit asks “prove every AED is rescue-ready,” help me produce a unit-matched binder in days, not weeks of chasing site managers.
- When pads and batteries expire on different calendars across brands, help me see the next-90-days replacement queue without spreadsheet archaeology.
- When we open a site in CA or NJ, help me map inspection cadence, EMS notification, and medical-oversight packet requirements without becoming a PAD attorney.
- When we refuse full managed-service pricing on every cabinet, help me keep a self-managed fleet documentation-complete without hiring an FTE.
Painful problem
Multi-site operators install AEDs once, then documentation decays. Site managers miss monthly/30-day/90-day visuals; pads expire while the status light still looks “fine” until someone opens the package; EMS registration emails live in a departed employee’s inbox; CPR cards lapse; NJ-style physician protocol packets were never refreshed; the spreadsheet register still lists units moved two remodels ago. Managed vendors solve this with expensive monthly truck rolls; SaaS tools push reminders the under-staffed site never completes. The painful outcome is not “no AED on the wall” — it is a false sense of readiness that fails the day someone needs the device or the day risk asks for proof.
The outcome we sell
Outcome sold: A specialist-released, portfolio-level AED Readiness Completeness Pack (and optional Continuity Desk) that maps every unit to current inspection evidence, consumable expiry, EMS registration status, responder-cert currency, and state-required oversight/protocol artifacts — with a prioritized exception queue and customer-ready audit binder. The customer experiences a done-for-you documentation desk, not software they must operate.
Pricing unit: Completeness Pack (per portfolio engagement) + Continuity Desk (per site or per AED band / month). Never hourly.
First one-feature MVP wedge
| Element | Definition |
|---|---|
| ICP | 5–25 site fitness / warehouse / campus operators with owned AEDs in CA + one other PAD state (or multi-state with ≥1 CA/NJ site) |
| Trigger | Insurance renewal, internal audit fail, or discovery of expired pads at ≥1 site |
| Pain | Cannot produce unit-matched readiness proof across the portfolio |
| One-feature MVP | DFY AED Completeness Pack for current fleet (register + expiry + inspection-gap + EMS/training checklist) |
| Input | Unit register (CSV/sheet), 90–180 days of inspection logs/photos, pad/battery date photos or vendor invoices, EMS registration artifacts, training roster export |
| Output | Specialist-released Completeness Pack PDF + exception queue + 90-day replacement calendar |
| Human chokepoint | AED documentation specialist RELEASE + state-rule QA; customer’s physician/medical director for clinical oversight (not us) |
| Success metric | ≥95% units with verified status; exception closure plan within 14 days; customer can answer insurer/AHJ checklist without rework |
| What users ask next | Continuity Desk monitoring; Immunity-Gap Rescue for Good Samaritan packet rebuild; vendor RFP compare vs AED123/Cintas |
Evidence summary
- Readiness failures are common: UofL study 21% fail ≥1 phase; 5% expired batteries; higher registration correlated with better readiness (Verified).
- Expired electrodes dominate non-ready status in large inspection series: Korean 5-year series 15.4% non-ready; 83.7% of those invalid electrodes (Verified; non-U.S. setting — treat transfer as Inferred for U.S. workplaces).
- State PAD duties are concrete: CA HSC 1797.196 (EMS notify, manufacturer maintenance, biannual test, 90-day inspection, records); CA HSC 104113 (health studio ≥30-day readiness checks + records); NJ 2A:62A-25 (training, maintenance, EMS notify, prescribing-physician protocol) (Verified).
- Budget exists: AED123 Lite $59/mo (owned AEDs) to Advanced $136/mo; Cintas promotional materials show ~$120/mo AED program pricing bands (Verified public pricing; actual contracts vary).
- Workplace stakes: OSHA Pub. 3185 cites ~10k workplace SCA/year and encourages AEDs; survival collapses with each minute without defibrillation (Verified primary OSHA materials; some figures dated 2003 — note vintage).
- No federal OSHA AED mandate: Important boundary — duties are primarily state PAD + employer program commitments (Verified).
Claim table (Verified / Inferred / Unverified)
| Claim | Label | Notes |
|---|---|---|
| OSHA has no specific standard mandating AEDs in private workplaces | Verified | OSHA AED overview / standards pages |
| CA acquirers must maintain/test per manufacturer, test ≥ biannually + after use, inspect ≤90 days, keep records, notify EMS | Verified | CA HSC §1797.196 |
| CA health studios must check readiness ≥ every 30 days if unused and keep records | Verified | CA HSC §104113 |
| NJ acquirers must ensure training, manufacturer maintenance, EMS notification, and prescribing-physician protocol documentation | Verified | NJ Rev. Stat. 2A:62A-25 |
| 21% of sampled U.S. public-access AEDs failed ≥1 manufacturer test phase; 5% expired batteries | Verified | UofL study reporting |
| AED123 publishes Lite $59 / Basic $102 / Advanced $136 per month service plans | Verified | AED123 service-plans page (accessed 2026-07-25) |
| Cintas markets national AED programs with LifeREADY portal, EMS registration, medical direction access; promo materials show ~$120/mo bands | Verified | Cintas site + Omni partners / CPS promo PDFs |
| ~10,000 sudden cardiac arrests occur at U.S. worksites annually | Verified (dated) | OSHA Pub. 3185 (2003) — still cited; treat as directional |
| Self-managed multi-site fleets systematically under-document vs managed fleets | Inferred | From readiness studies + managed-service value props; not a single U.S. workplace census |
| Addressable DFY documentation spend is hundreds of millions annually | Inferred | From unit pricing × uncertain fleet/operator counts |
| Exact U.S. workplace AED installed base | Unverified | No authoritative public census located this run |
Source-claim matrix
| Claim | Label | Source | Type | Date | Confidence | Section |
|---|---|---|---|---|---|---|
| No OSHA AED mandate; Pub. 3185 encourages workplace AEDs | Verified | osha.gov/aed; OSHA 3185 PDF | Primary agency | 2003 / ongoing | High | Regulatory, Evidence |
| CA HSC 1797.196 inspection/record/EMS duties | Verified | Justia CA HSC 1797.196 | Primary statute | 2025 code | High | Regulatory, MVP |
| CA health studio 30-day readiness checks | Verified | CA LegInfo HSC 104113 | Primary statute | current | High | Regulatory |
| NJ AED acquirer responsibilities | Verified | NJ 2A:62A-25 | Primary statute | 2024 | High | Regulatory, Licensing |
| UofL 21% fail / 5% dead battery / registration correlation | Verified | UofL News | University study report | ~2015 study coverage | High | CODE, Market |
| Korean PAD 15.4% non-ready; electrodes dominant | Verified | Sci Rep 2022 | Peer-reviewed | 2022 | High (non-U.S.) | Evidence |
| Danish registered AEDs 18.1% non-functional | Verified | Resuscitation 2022 | Peer-reviewed | 2022 | High (non-U.S.) | Evidence |
| AED123 $59/$102/$136 monthly plans | Verified | AED123 Service Plans | Vendor pricing | accessed 2026-07-25 | High | Pricing, Budget |
| Cintas national AED program / ~$120 mo promo band | Verified | Cintas AED; CPS/Omni promo PDFs | Vendor | 2024–2025 materials | Med-High | Budget |
| ZOLL recommends monthly visual inspections + logs | Verified | ZOLL maintenance guide | Manufacturer | current | High | Ops, Ontology |
| AHA: >356k OHCA; early CPR/AED doubles/triples survival | Verified | AHA AED Implementation Guide | AHA guidance | 2023 | High | Market |
| 34 states mandate AEDs in specific facility types | Verified | MyAED state guide (secondary) | Secondary aggregator | 2026 guide | Medium | Market |
| WA PAD EMS notify + manufacturer maintenance (RCW 70.54.310) | Verified | WA DOH PAD PDF (2025) | Agency | 2025-04 | High | Regulatory |
Market and demand evidence
Demand is visible as (1) statute-driven maintenance/record duties in major states, (2) managed-service vendors with published monthly pricing, (3) empirical non-readiness rates in PAD fleets, and (4) employer risk narratives around workplace SCA. OSHA does not mandate AEDs but frames workplace cardiac arrest as a serious risk (~10k/year in Pub. 3185) and publishes encouragement materials. AHA implementation guidance stresses 3–5 minute access and program administration. Secondary 2026 state guides report ~34 states with facility-type mandates (fitness, schools, certain public buildings). The buying motion already exists: operators either pay managed vendors or absorb fragmented self-management — the latter is where documentation completeness fails.
Active buyer conversations
- Managed-vendor marketing (AED123, Cintas) explicitly sells “we handle monthly inspection, pads/batteries, EMS registration, physician oversight” — proof buyers are asked to outsource the same jobs.
- Trade/compliance blogs and checklist vendors (AED Log, POPProbe, gym AED service guides) repeatedly list expired pads, missing monthly logs, and EMS registration as the failure modes operators fear.
- Multi-site EHS job descriptions emphasize emergency-response program ownership and audit readiness across locations — labor is being hired for the portfolio problem we productize.
- Insurance and risk questionnaires commonly ask whether AEDs are present, maintained, and supported by trained responders (buyer language varies by carrier — treat specific form wording as Inferred unless a carrier form is in hand).
Competitive landscape
| Player | What they sell | Gap vs AEDTrue |
|---|---|---|
| AED123 | Hardware + monthly onsite service + medical oversight + EMS registration ($59–$136+/mo) | Full managed truck-roll model; expensive for large self-owned fleets; not a documentation-only desk |
| Cintas FA&S | National AED programs, LifeREADY portal, inspections, third-party medical direction access | Hardware/service bundle; customer still owns placement/legal compliance decisions; not specialist DFY pack for self-managed fleets |
| AED Log / checklist SaaS | Customer-operated monthly forms/reminders | Buyer must operate the tool; no specialist-released portfolio pack |
| Regional PAD managers / medical directors | Oversight + local service | Fragmented; weak multi-state portfolio orchestration |
| AidTrue (prior blueprint) | First-aid cabinet restock invoice truth | Different ontology (ANSI Z308.1 SKU billing ≠ AED readiness) |
| FireTag (prior blueprint) | Extinguisher monthly/annual log completeness | OSHA 1910.157 / NFPA 10 ≠ PAD AED |
Competitor and budget validation
Budget already exists. Operators pay AED123 Lite ~$708/year per owned unit (annualized $59/mo) up through Advanced ~$1,632/year, or Cintas-class programs marketed around ~$120/mo in promotional materials. Self-managed fleets still buy pads/batteries and burn EHS/admin hours. AEDTrue redirects a slice of that spend into a cheaper documentation completeness layer for fleets that will not put every cabinet on a full managed truck-roll — or that need an independent Completeness Pack before renewing/replacing a managed vendor. We do not win by claiming “no competitors”; we win by owning the DFY portfolio documentation outcome that SaaS leaves unfinished and that full managed service over-serves for some ICPs.
Pricing evidence and proposed pricing
| Offer | Price band | Unit | Notes |
|---|---|---|---|
| Free AED Leak Scan | $0 | Portfolio sample (≤15 units) | Lead magnet; 5–8 gap patterns surfaced |
| AED Completeness Pack | $1,800–$6,500 | Per engagement (by unit count / state complexity) | Specialist-released binder + exception queue |
| Continuity Desk | $79–$249 / site / mo or $18–$45 / AED / mo | Subscription | Expiry calendar + log intake + exception SLA |
| Immunity Gap Rescue | $2,400–$7,500 | Per portfolio incident/rebuild | Good Samaritan packet rebuild (docs only; not legal opinion) |
| Vendor Compare Memo | $900–$2,500 | Per RFP cycle | Optional; AED123/Cintas vs self-manage economics |
Never hourly. Anchor against managed-service ARPU ($59–$136/unit/mo) and against the cost of a failed insurance/AHJ ask.
Regulatory and compliance considerations
- Federal: No OSHA standard mandates AEDs; OSHA Pub. 3185 encourages workplace programs. General Duty Clause arguments are sometimes discussed in secondary literature — do not overclaim without counsel.
- California: HSC 1797.196 imposes EMS notification, manufacturer maintenance/testing, ≥ biannual testing + after each use, ≤90-day operability inspections, and record retention for acquirers; HSC 104113 adds health-studio placement/training/≥30-day readiness checks.
- New Jersey: 2A:62A-25 requires training of anticipated users, manufacturer maintenance, EMS notification, and prescribing-physician protocol documentation prior to purchase — medical oversight is a real packet, not a slogan.
- Other states: Patchwork of facility mandates (fitness, schools, pools, etc.) and Good Samaritan conditions; WA RCW 70.54.310 example of EMS notify + maintenance duties for immunity.
- FDA: AEDs are medical devices; we do not manufacture, modify, or clinically configure devices.
Licensing boundary
| Activity | Who | Boundary |
|---|---|---|
| Extract pad/battery dates, match registers, flag missing logs, build state checklists | AI + trained operators | Allowed as documentation ops |
| Release Completeness Pack / exception queue | Human AED documentation specialist | Required chokepoint |
| Physical monthly visual / readiness check | Customer site staff (or their managed vendor) | Not our core COGS; we QA evidence |
| Medical direction / prescription / protocol approval | Licensed physician / medical director retained by customer or vendor | Never us |
| Legal opinion on Good Samaritan immunity | Customer counsel | We prepare document packets; we do not practice law |
| Clinical use of AED / emergency care | Trained responders on site | Outside scope |
Disclaimers (required): AEDTrue Clear provides documentation completeness and program administration support. It is not a medical device manufacturer, not a healthcare provider, not a law firm, and does not provide medical direction, prescriptions, or legal advice. State PAD compliance remains the customer’s obligation.
AI-native advantage
AI changes the economics by collapsing multi-format evidence (phone photos of pad pouches, mixed-brand manuals, EMS email PDFs, LMS training exports, vendor invoices) into a normalized unit graph and state-rule matrix in minutes. Humans stay at release, ambiguous identity resolution, and customer-facing trust. As frontier models improve OCR, table extraction, and multi-state rule application, cycle time and rework fall without linear headcount — while SOPs, gold packs, and portfolio memory compound.
Internal AI engine architecture (10 layers)
AI-vs-human operations pipeline
Dynasty translation layer
- Buyer translation: Multi-site EHS/facilities lead pays to prove AEDs are rescue-ready and documentation-complete before insurance/AHJ/counsel asks.
- Service translation: DFY Completeness Pack + Continuity Desk; customer receives binder + exception queue; AI does extraction; human releases; MD oversight stays with customer/vendor.
- Workflow translation: Intake → normalize → rule gaps → specialist release → delivery → monthly continuity → renewal.
- Tooling translation: Drive/S3 intake, OCR+LLM workbench, Airtable/Postgres unit graph, Docx/PDF pack templates, HubSpot CRM — software later, ops first.
- Sales translation: “We find the AEDs that look fine on the wall but fail the binder.” Free Leak Scan → Pack → Continuity.
- Delivery translation: First 3 customers fully manual in sheets + Notion; automate OCR/rules after pilot 5.
- Expansion translation: Vertical packs (fitness CA chains; warehouse multi-state); vendor compare; post-use restock kits coordination (not clinical).
Anti-duplication analysis
Checked healed manifest (837 runs through RecoupClear) + filename ls for *aed*/*defibrill*/*pad* readiness desks. Prior nearby items: AidTrue (first-aid cabinet restock invoice truth — billing ontology), FireTag (portable extinguisher monthly/annual logs), EyeWashTrue, EgressTrue, AEDT bias-audit engine (unrelated AI hiring audits). No prior blueprint sells multi-site PAD AED readiness completeness as the outcome. This is not a generic automation agency, not AED hardware retail, and not a customer-operated checklist SaaS.
Anti-commoditization analysis
If frontier models make pad-date OCR free, commoditization hits the extraction layer — not the ops product. We still win on (1) maintained multi-state PAD matrix, (2) portfolio exception SLAs, (3) specialist-released audit packs insurers/AHJs accept, (4) Continuity Desk habit, and (5) hard wall against practicing medicine/law. Full managed vendors remain expensive truck-roll alternatives; we occupy the documentation completeness layer between DIY SaaS and $59–$136/unit/mo service.
Gap ontology (14 patterns)
- Missing monthly / 30-day / 90-day inspection log row
- Log present but no initials / undated / illegible
- Unit ID mismatch (register vs photo vs cabinet label)
- Adult pads expired or unreadable date
- Pediatric pads missing/expired where program claims pediatric capability
- Battery expired / install-by passed / status indicator fail noted without WO
- Rescue kit incomplete (gloves, razor, mask, shears)
- Cabinet blocked / signage missing / instructions <14-pt where required
- EMS registration missing or location stale after move
- CPR/AED responder cert lapsed vs required coverage hours
- Medical oversight / prescribing-physician protocol packet missing (NJ-class states)
- Biannual / after-use test evidence missing (CA-class)
- Register ghost (listed unit not found) or floorplan ghost (found unit not listed)
- Post-use restock / incident report packet incomplete
Service delivery workflow
- Kickoff + state matrix select (sites × jurisdictions).
- Secure intake of register/logs/photos/EMS/training artifacts.
- AI normalize + deterministic gap pass.
- Specialist exception triage + customer clarifiers (48-hour SLA).
- RELEASE Completeness Pack + 90-day calendar.
- Optional Continuity Desk: monthly photo/log intake → exception tickets → quarterly binder refresh.
- Renewal / vendor-compare upsell if managed-service economics beat self-manage.
Operations as product
- Structured intake checklist + required evidence list per state class (CA / NJ / fitness / school / general workplace).
- Automated completeness checks before specialist review.
- Exception queues with severity (P1 expired consumable / P2 log gap / P3 roster).
- Confidence scoring on OCR dates; low-confidence forced human view.
- Audit trail + versioned packs; gold-standard examples per brand.
- Root-cause tags on closed exceptions → SOP/prompt updates weekly.
No-holes quality engine
- Dual control on RELEASE for portfolios >25 units or any NJ medical-oversight packet.
- Red-team: randomly hide a unit from register and ensure ghost detection catches it.
- Disclaimer lint before send.
- Never invent EMS confirmation numbers or physician signatures — missing stays missing with clear exception.
- Postmortem within 48 hours if customer finds a missed expired pad after delivery.
What the human expert actually does
| Task | License | Min / unit launch | Min / unit day 90 | Automation path | Quality risk | Cannot automate | Audit trail |
|---|---|---|---|---|---|---|---|
| Intake completeness gate | None | 4 | 1.5 | Checklist bot | Low | Judging corrupt uploads | Intake log |
| OCR QA / date confirm | None | 3 | 1 | High-confidence auto-accept | Med (wrong expiry) | Ambiguous stamps | Field-level confidence |
| State-rule mapping | None (ops) | 5 | 2 | Matrix engine | Med | Novel local ordinances | Rule version ID |
| Pack RELEASE | None | 8 | 4 | Template fill | High if skipped | Customer trust language | Release signature |
| Customer Priority-1 call | None | 10 / incident | 6 | N/A | Med | Relationship | Call notes |
| Medical oversight | MD (customer/vendor) | — | — | Never ours | — | Clinical | Their packet |
Minimum viable offer
First paid offer: AED Completeness Pack for one portfolio (≤40 AEDs) at $2,400 flat, delivered in ≤10 business days, including Leak Scan credit if converted within 14 days. Continuity Desk offered as month-to-month after pack delivery at $99/site/mo (min 5 sites) or $29/AED/mo.
Fulfillment process
First 3 customers (manual): Shared Drive folders, Google Sheet unit graph, Claude/GPT for OCR assist, specialist builds pack in Google Docs → PDF. Physical checks remain customer’s. No custom app. After 5 packs, add scripted OCR pipeline; after 10, exception bot + CRM; after 20, pause for COGS measurement before more pilots.
Tools and systems
- Day 1: Google Workspace / Drive, Sheet unit graph, Notion SOP, HubSpot free CRM, Stripe invoices, Signal/email secure intake.
- Day 30: Doc AI or GPT vision batch, Postgres unit graph, PDF pack renderer.
- Day 90: Customer portal read-only binder + exception status (still not a co-pilot they operate for fulfillment).
Human-in-the-loop quality control
Every pack requires a named specialist RELEASE. Any P1 (expired pads/battery, status fail, missing EMS in NJ/CA acquirer contexts) requires customer acknowledgment before Continuity enrollment. Sampling QA on 10% of auto-accepted OCR fields. Model suggestions never silently create EMS or physician artifacts.
Nonlinear scaling and unit economics
| Metric | Launch | Day 90 | Year 1 target |
|---|---|---|---|
| Specialist min / AED (pack) | 18–25 | 10–14 | 6–9 |
| Automation % (extract/match) | 35% | 60% | 80% |
| Gross margin (pack) | 45–55% | 55–65% | 60–70% |
| Gross margin (Continuity) | 50% | 60% | 65%+ |
| Revenue / FTE | $180k | $280k | $400k+ |
| Rework rate | <12% | <8% | <5% |
| CAC payback | ≤3 Continuity months or 1 pack | ≤2 mo | ≤2 mo |
COGS breakdown (pack example @ $3,200 / 40 AEDs): model inference $40–80; software $30; specialist 12–16 hrs $360–640; QA 1.5 hrs $60; support/follow-up $80; rework reserve 8% ($256). Continuity COGS dominated by specialist exception minutes + storage, not truck rolls.
Conversion assumptions (to validate, not claim as PMF): Leak Scan→Pack 25–40%; Pack→Continuity 40–60%; annual logo retention 75%+ if exception SLA held.
Distribution proof table
| Channel | Why ICP reachable | First angle | Conversion assumption | Proof source | Measurement | Follow-up |
|---|---|---|---|---|---|---|
| LinkedIn EHS/facilities | Titles match ICP | “21% of AEDs failed testing — here’s a Leak Scan” | 2–4% reply | UofL readiness study | Reply→Scan rate | Pack offer 5 days |
| Fitness multi-unit ops groups | CA/NY/IL gym mandates | 30-day readiness log teardown | High intent webinars | HSC 104113 | Registrations | Scan CTA |
| Insurance broker partners | Renewal questionnaires | Binder gap memo for insureds | 1 in 8 intros→Scan | Broker pain anecdotes (Inferred) | Intro count | Co-branded Scan |
| Outbound to multi-site DCs | OSHA-encouraged AEDs + thin EHS | Expired-pad calendar sample | 1–2% meeting | OSHA 3185 | Meetings | Diagnostic |
| AEO / search | “AED inspection log requirements CA” | State matrix pages | Long-funnel | Statute pages | Organic Scan | Email nurture |
| Referral from fire/egress vendors | Same facilities buyers as FireTag/Egress | Bundle readiness week | Partner attach 10% | Shared ICP | Partner-sourced packs | Rev share memo |
Sales and outreach plan
Three layers: (1) founder content teaching pad expiry, CA 90-day clocks, NJ physician packets; (2) warm Leak Scan users + broker intros; (3) targeted outbound with a one-page Opportunity Memo (“3 of 12 sampled units would fail a binder ask”) — never a generic demo ask. Offer page: one outcome, three prices, disclaimer wall.
Founder-led content plan
Teach the exact pain: false-ready AEDs, state-by-state clocks, Good Samaritan conditions, managed-service math vs documentation desk, how to photograph pad dates correctly, what belongs in an insurer binder. Avoid generic “AI will save lives” hype; show redacted gap maps.
First 30 days of content
- Post: “The AED status light lied — pads were expired 11 months.”
- Post: CA HSC 1797.196 in plain English (90-day + biannual).
- Post: NJ physician-protocol packet checklist (docs only).
- Post: UofL 21% fail rate — what multi-site ops should sample this week.
- Post: AED123 $59 Lite vs documentation Continuity math.
- Post: Fitness chain 30-day readiness log failures (HSC 104113).
- Post: EMS registration after a remodel — the silent gap.
- Post: Pediatric pads: claimed vs present.
- Post: How insurers ask about AEDs (pattern language).
- Post: FireTag ≠ AEDTrue — different cabinets, different clocks.
- Teardown: Redacted 12-unit Leak Scan (3 diagnostic formats: expiry heat map; log calendar; EMS/training missingness).
- Teardown: CA vs NJ binder differences on one campus map.
- Teardown: “Ghost unit” found in stairwell not on register.
- Lead magnet angle A: Free AED Leak Scan for ≤15 units.
- Lead magnet angle B: State PAD one-pager bundle (CA/NJ/IL/NY).
- Webinar: Live Leak Scan office hours for fitness multi-unit ops.
- Outbound template: Opportunity Memo with 3 hypothesized gaps from public site photos + ask for register sample.
Lead magnet and waitlist plan
Lead magnet: Free AED Leak Scan — customer uploads register + recent logs/photos for ≤15 units; receives a gap postcard (not full pack) within 3 business days. Waitlist CTA: Continuity Desk early-access for portfolios ≥25 AEDs. Trust: concrete missingness, not fear porn. Follow-up: specialist email day 1/3/7 with Pack SKU. Sales-ready: ≥2 P1 gaps or ≥20% units with log/expiry defects.
Warm GTM plan
Convert Leak Scan users; ask fire/egress inspection partners for intros; offer brokers a co-branded renewal binder add-on; invite prior FireTag/EyeWash/Egress prospects only when AED fleet confirmed (no spam across unrelated packs).
Targeted outbound plan
List build: multi-site fitness (CA/NY/IL), 3PL/warehouse EHS, campus facilities. First message = Opportunity Memo referencing state clock + ask for 10-unit sample. Second message = redacted Leak Scan example. Third = Pack price band + 10-day SLA. Stop after 3 touches unless engaged.
Answer-engine / search visibility plan
Publish citation-backed pages: “California AED 90-day inspection requirements,” “New Jersey AED medical oversight checklist,” “AED monthly inspection log template (documentation desk),” “AED123 vs self-managed documentation costs.” Structure with statute quotes + FAQ schema-like headings. Goal: answer engines cite the state matrix and route operators to Leak Scan.
Pilot design and early-demand-trap mitigation
- Pilot cap: 5 portfolios (≤40 AEDs each) in 45 days.
- Incentive: 30% Pack discount for public case study rights (redacted).
- Learning goals: median specialist minutes/AED; % P1 at intake; Leak→Pack conversion; time-to-RELEASE.
- Early-demand trap: Do not accept custom “build us AED software” or medical-direction brokerage. Product feedback = ontology/SOP; custom work = out of scope.
- Expand only when: rework <10%, RELEASE ≤10 business days, Continuity attach ≥40%.
Early-access feedback flywheel
Every closed exception tagged to an ontology code; weekly rule/prompt/SOP patch; monthly gold-pack refresh per brand; customer corrections that are really missing evidence become intake requirements, not heroics. Corrections never become one-off custom software.
Build-before-scale checkpoints
- After 5 pilots: Harden intake evidence list + OCR confidence thresholds + disclaimer set.
- After 10 pilots: Harden SOPs, exception SLAs, reviewer checklist, pack templates.
- After 20 pilots: Pause new logos until COGS/rework/escalation/cycle time measured; no hiring to paper over gaps.
7-day / 30-day / 90-day launch plans
- 7 days: State matrix v0 (CA/NJ/IL/NY/WA), intake folder, Leak Scan offer page, 20 outbound memos, 5 partner intros.
- 30 days: 15 Leak Scans, 4 Packs paid, Continuity SKU live, 10 educational posts + 1 webinar.
- 90 days: 25 Packs cumulative, 12 Continuity logos, minutes/AED ≤12, GM ≥55% on Continuity, decide vertical pack #2 (fitness-only CA).
Metrics and KPIs
- Leak Scans / week; Scan→Pack %; Pack→Continuity %; specialist min/AED; P1 density at intake; exception close time; rework %; logo retention; gross margin; NPS/CSAT on binder usefulness.
Risks and mitigations
- Incumbent squeeze: AED123/Cintas discount — mitigate by documentation-only positioning and vendor-compare honesty.
- Licensing creep: pressure to “be our medical director” — hard refusal; partner list only.
- Liability optics: after a cardiac event — contracts limit scope to documentation; insurance (E&O/cyber) required.
- Evidence quality: blurry pad photos — intake standards + reject-to-resubmit.
- Commodity OCR: compete on ops pack + state matrix, not raw extraction.
Exhaustive risk register
Managed vendors bundle documentation free — likelihood M / impact H
Differentiate on independent Completeness Pack + multi-vendor fleets + price for self-managed
Accused of practicing medicine — likelihood L / impact H
Contractual boundary; no MD services; referral only
Accused of unauthorized practice of law — likelihood L / impact H
No immunity legal opinions; counsel owns legal conclusions
Missed expired pad in released pack — likelihood M / impact H
Dual control; confidence thresholds; postmortem SLA
Customer skips physical checks after buying pack — likelihood H / impact H
Continuity requires monthly evidence; pause on missing intake
State law changes — likelihood M / impact M
Quarterly matrix review; versioned rules
Insurance declines claim citing our docs — likelihood L / impact H
Disclaimers; customer remains responsible party
OCR brand dictionary gaps — likelihood H / impact M
Human QA; rapid dictionary patches
CAC spikes on LinkedIn — likelihood M / impact M
Shift to brokers/partners; content AEO
Pilot custom-work trap — likelihood M / impact H
Scope lock; build-before-scale pauses
Data breach of site maps/security info — likelihood L / impact H
Least-privilege intake; retention limits; cyber controls
Fitness vertical seasonality / churn — likelihood M / impact M
Mix warehouse/campus logos; annual Continuity
Concurrent factory stub overwrites manifest — likelihood H / impact M
Heal from last full tip before append; verify run count
What could kill this
- States or insurers effectively requiring full managed onsite programs, eliminating documentation-only budgets.
- Inability to hard-diff from AED123 Lite in buyer minds (must stay documentation desk, not fake truck-roll).
- Uninsurable liability after a high-profile failure where our pack missed a P1.
- Manifest/factory duplication into adjacent life-safety desks without demand — avoid clone sprawl.
Go / no-go reasoning
Go. Clears evidence threshold: clear buyer; painful readiness/documentation problem; empirical non-ready rates; existing managed-service budgets; active vendor demand creation; narrow MVP; remote DFY fulfillment; licensing boundary enforceable; 50%+ GM path credible; hard-diff from AidTrue/FireTag/Egress/EyeWash and from customer-operated SaaS. Fatal disqualifiers not triggered.
Final recommendation
Launch AEDTrue Clear as a DFY multi-site PAD AED readiness completeness desk. Start with Free Leak Scan → Completeness Pack ($1.8–6.5k) → Continuity Desk ($79–249/site/mo). Cap pilots at 5, harden at 5/10/20, never sell medical direction or legal opinions, never bill hourly, and keep physical inspections + physician oversight outside core COGS.
Source list
- OSHA — Automated External Defibrillators (AEDs) overview
- OSHA Publication 3185 — Saving Sudden Cardiac Arrest Victims in the Workplace
- California Health & Safety Code §1797.196
- California Health & Safety Code §104113 (health studios)
- New Jersey Revised Statutes 2A:62A-25
- Washington DOH PAD guidance PDF (2025)
- UofL News — public access AED readiness study
- Scientific Reports — 5-year PAD maintenance status study
- Resuscitation — functionality of registered AEDs (Denmark)
- AED123 Service Plans (public pricing)
- Cintas — AED program pages
- ZOLL — How to Maintain an AED
- American Heart Association — AED Implementation Guide
- MyAED — AED requirements by state (2026 secondary guide)
- AED Total Solution — multi-state compliance guide
- Sudden Cardiac Arrest Foundation — latest statistics
- AED Log — monthly inspection checklist guidance