Final decision

BLUEPRINT Go — ALDReady Clear

Sell a done-for-you ALD Readiness Completeness Pack to US regional grocery, specialty food, cold-storage, and food-distribution operators that own or operate commercial refrigeration / industrial process refrigeration (IPR) appliances with full charge ≥1,500 lb of HFC (or HFC-substitute GWP >53). The pack answers three questions the buyer cannot answer from a spreadsheet: (1) which appliances are in-scope under 40 CFR §84.108, (2) what install / calibration / alert-record artifacts are missing before the January 1, 2027 legacy deadline, and (3) what correction tickets close the gaps. Specialist-released. Not legal advice. Not ALD hardware sales. Not LeakPack’s §84.106 per-addition leak-rate math.

Executive summary

ALDReady Clear is an AI-native documentation ops desk for the ALD readiness and evidence problem that LeakPack Clear does not sell. Mid-market grocery/cold-storage operators are buying Axiom/Copeland/Parasense/Hussmann systems and contractor installs — but still lack a specialist-released Completeness Pack proving applicability, install evidence, annual audit/calibration clocks, and alert-response files across the portfolio before the 2027 deadline.

Thesis

The AIM Act ER&R rule turned automatic leak detection from a GreenChill nice-to-have into a hard owner/operator duty for large commercial refrigeration and IPR appliances. The operational failure mode is not “nobody heard of ALD” — it is portfolio blindness: incomplete full-charge inventories, unclear install-year cohorts, missing manufacturer install records, skipped annual calibrations, and alert logs that cannot be produced in an audit window. Vendors sell sensors and software; counsel writes memos; facilities teams chase PDFs. Nobody owns a repeatable Completeness Pack that proves §84.108 readiness appliance-by-appliance. That pack is the service.

Discovery rationale

Steered away from saturated filing-engine patterns and recent OFF-LIMITS (TotalTrue, DiscloseTrue, DualPrice, AccrualTrue, DeckTrue, DetentionTrue, LeakPack §84.106, DisposeTrue §82.156 disposal). Ran fresh searches across COI tracking (near vendor-insurance engine), NACHA unauthorized returns (NACHA Phase 2 lineage), Amazon DSP settlements (already blueprinted), GhostFob/access credentials (AccessTrue exists), NFPA 10 extinguisher docs (SaaS-heavy), RTO multi-state disclosure (APRO/Hudson Cook attorney channel + UPL wall), fleet tolls (PrePass/Fleetworthy Toll360 incumbents), vessel COD renewals (thin WTP), and AIM Act §84.108 ALD readiness. ALDReady Clear cleared CODE with primary EPA fact sheets + 40 CFR text + active grocery vendor education + firm Jan 1, 2027 deadline (~7 months from this run). Manifest self-healed from truncated 1-entry stub to 794-run tip 6e7f56ab before append.

Candidate comparison

Winner: ALDReady Clear. No fatal disqualifier triggered.

CODE validation

• Consumer/buyer trend: AIM Act ER&R Subpart C live since Jan 1, 2026 for new ≥1,500 lb appliances; legacy 2017–2025 cohort must install/use ALD by Jan 1, 2027. May 21, 2026 Technology Transitions reconsideration did not move Subpart C ALD deadlines (trade press + EPA ALD fact sheet).
• Opportunity: Regional grocery/cold-storage operators cannot prove, appliance-by-appliance, which racks trip the ≥1,500 lb threshold, whether install-year cohorts are in-scope, whether ALD is installed to manufacturer/§84.108 specs, whether annual audit/calibration happened, and whether alert→response records exist for three years.
• Demand: EPA ALD fact sheet (Jan 2026); 40 CFR §84.108; grocery trade education (Axiom Cloud, ACHR News, Carbon Connector, Bueno Analytics); ALD vendor CAPEX/OPEX budgeting ($6k–$15k+/store/year cited in vendor analyses); GreenChill-era culture of documentation scrutiny.
• Economic sizing (range, uncertain): FMI reports 45,575 US supermarkets (2024 definition). If 25–40% of conventional supermarket locations have ≥1 centralized rack ≥1,500 lb (industry estimates vary; Carbon Connector suggests ~30% of mixed grocery portfolios), ~11k–18k locations are ALD-relevant. Beachhead: 200–800 regional chains/banners with 8–80 stores lacking a dedicated refrigerant compliance FTE. At $6k–$25k/year DFY readiness + monitor, service TAM for this wedge is mid-eight figures before cold-storage expansion. Uncertainty: charge-size distribution and already-covered enterprise chains.

Rubric scorecard

Six-gate total: 28/30. Anti-commoditization: general models can summarize §84.108; buyers pay for appliance-level applicability scoring, missing-artifact matrices, correction tickets with owners, and named specialist release with audit trail — not a chatbot.

Target buyer

• ICP: Regional grocery / specialty food / cold-storage / refrigerated DC operators with 8–80 locations (beachhead 12–40), at least one commercial refrigeration or IPR appliance likely ≥1,500 lb HFC full charge, no dedicated refrigerant-compliance FTE.
• Economic buyer: VP/Director of Facilities or Refrigeration; VP Operations; Controller/CFO on CAPEX ALD projects; sometimes EHS/Sustainability lead.
• Champion: Facilities coordinator / refrigeration supervisor drowning in vendor PDFs.
• Trigger events: 2027 budget cycle; ALD RFP; insurance/loss-control ask; EPA/state inquiry; new rack install after Jan 1, 2026; failed attempt to produce calibration/alert records; LeakPack engagement that surfaces ALD gaps.
• Exclude: National top-10 grocers with enterprise Trakref/Axiom rollouts and in-house compliance teams (unless they want a third-party red-team Completeness Pack); pure comfort-cooling portfolios; residential HVAC (DisposeTrue / §608 terrain); customers wanting only §84.106 leak-rate packs (LeakPack Clear).

Jobs-to-be-Done

• When budget season hits, I need a defensible list of which racks require ALD by Jan 1, 2027 — not a guess from tribal knowledge.
• When procurement asks “are we buying the right ALD?”, I need evidence of which appliances are in-scope and what §84.108 specs apply (direct vs indirect).
• When an auditor asks for ALD install + annual calibration + alert logs, I need a three-year-ready file in hours, not weeks.
• When an ALD alerts, I need proof we calculated leak rate / repaired within the response window — not a Slack thread.

Painful problem

Full-charge data lives in aging asset spreadsheets, contractor sticky notes, and nameplates that nobody photographed. Install years are incomplete, so the 2017–2025 legacy cohort is invisible. ALD vendors sell systems; refrigeration contractors install; facilities “assumes it’s covered.” Annual calibration is skipped to save money, then alert fatigue destroys trust. When EPA-style records requests arrive, teams cannot produce install dates, calibration proofs, or alert→location→response chains. The cost of the hardware is visible; the cost of incomplete evidence is not — until it is.

Outcome we sell

Outcome sold: A specialist-released ALD Readiness Completeness Pack for a defined appliance cohort, containing: (1) Applicability Register (appliance ID, full charge, refrigerant, GWP/HFC flag, install year cohort, §84.108 in/out with rationale), (2) Evidence Gap Matrix (install record, manufacturer instructions adherence artifacts, enclosed-space monitoring notes, annual audit/calibration, alert log retention), (3) FATAL/WARN gates vs §84.108, (4) Correction Ticket Queue with owner + due date before Jan 1, 2027 (or 30-day new-install clock), (5) Alert-Response File template wired to existing ALD exports where present, (6) Portfolio Monitor Log for the engagement window. Customer remains the owner/operator duty holder. Not legal advice. Not an ALD product. Not a customer-operated co-pilot.

One-feature MVP wedge

• ICP: Regional grocery banner, 12–30 stores, 1–3 centralized racks/store likely ≥1,500 lb.
• Trigger: 2027 ALD CAPEX request needs an applicability list, or insurance asks “show ALD compliance status.”
• Pain: Nobody can produce an appliance-level §84.108 readiness file.
• One-feature MVP: ALD Applicability + Readiness Completeness Pack for ≤40 appliances.
• Input: Asset list CSV, nameplate photos, install-year notes, any ALD vendor quotes/install reports, last calibration PDFs, sample alert export (if any).
• Output: Specialist-released Completeness Pack + Correction Tickets.
• Human chokepoint: Refrigeration-compliance specialist release on full-charge/multi-circuit edge cases and evidence sufficiency.
• Success metric: ≥90% of in-scope appliances have closed FATAL tickets or dated remediation plans 60 days after pack delivery; buyer renews Monitor Desk.
• What users ask next: Always-on alert-response Completeness Desk; March 1 chronic-leaker adjacency handoff to LeakPack; ALD vendor bake-off memo.

Evidence summary

• Verified: §84.108 ALD requirements and deadlines (EPA ALD fact sheet Jan 2026; 40 CFR §84.108); ≥1,500 lb commercial refrigeration/IPR scope; annual audit/calibration + 3-year records; new-install 30-day clock; legacy Jan 1, 2027 deadline; CAA admin penalty ceiling $59,114/day (40 CFR §19.4; EPA AIM enforcement orders citing same); FMI 45,575 US supermarkets (2024); ALD vendor ecosystem actively selling to grocery (Axiom, Copeland, Parasense/MSA, Hussmann).
• Inferred: Mid-market regional chains lack FTE refrigerant compliance; DFY Completeness Pack WTP $4.5k–$28k based on analogous LeakPack/HoodPack pricing and ALD project sizes; ~25–40% of supermarket locations ALD-relevant.
• Unverified: Exact share of regional banners already ALD-complete; precise average CAPEX per store across all ALD types; enforcement frequency specifically for §84.108 vs broader HFC rules in 2026 H2.

Claim table

Source-claim matrix

Market and demand evidence

US food retail refrigeration is a large, regulated asset class. FMI counts 45,575 supermarkets (2024). IBISWorld/Census-style establishment counts for broader grocery NAICS run higher (~63k–77k depending on definition) — treat ranges as uncertain. Almost all conventional supermarket centralized racks exceed 1,500 lb (trade sources cite 2,000–8,000 lb typical). Cold storage and food process IPR systems are frequently far larger. ALD vendors and trade press are actively selling into 2026–2027 budget cycles. Demand signal is CAPEX + documentation anxiety, not a theoretical “AI for grocery” pitch.

Active buyer conversations

• Grocery facilities leaders asking whether existing “sniffer” installs satisfy §84.108 whole-appliance coverage (Axiom / ACHR education threads).
• Budget narratives comparing direct sensor CAPEX (>$15k/store in vendor analyses) vs indirect whole-system subscriptions (~$6k/store/year cited).
• EPA GreenChill alumni culture: “when EPA investigates, they look at your records first” (quoted widely in trade education).
• Insurance/loss-control requests for refrigerant compliance evidence files (common in multi-site food retail RFPs — treat as inferred pattern unless client-specific).

Competitive landscape

• ALD product vendors: Axiom Cloud, Copeland, Matalex, Hussmann/Panasonic (indirect); MSA Parasense and other direct sensor platforms.
• Refrigerant compliance SaaS: Trakref/Fexa, RefriTrak, RefriComply — operator-facing tracking.
• Consultants / engineering firms: refrigeration design firms writing ALD specs; EHS consultants writing memos.
• Internal staff: facilities coordinators assembling binders.
• Adjacent blueprint: LeakPack Clear (§84.106 leak-rate Completeness Pack) — complementary, not substitute.

Whitespace: a specialist-released, appliance-level readiness Completeness Pack that is neither an ALD subscription nor a general refrigerant CMMS the customer must operate.

Competitor and budget validation

Budget already exists in three buckets: (1) ALD hardware/software CAPEX-OPEX ($6k–$15k+/store/year in published vendor analyses — treat as directional), (2) refrigeration contractor labor for install/calibration, (3) internal facilities time assembling audit files. ALDReady Clear redirects a slice of (3) and a documentation layer of (1)/(2) into a DFY pack priced as a project + monitor retainer. It does not compete as a cheaper Axiom; it sells the evidence file that proves the Axiom/Parasense/Copeland project actually closed §84.108 gaps.

Pricing evidence and proposed pricing

• Free ALD Exposure Scan: ≤10 appliances — applicability triage + top gaps (lead magnet).
• ALD Readiness Completeness Pack: $4,500–$28,000 per portfolio cohort (founding $2,900–$16,000, cap 5), priced by appliance count and evidence messiness — never hourly.
• Always-On ALD Monitor Desk: $1,200–$4,500/month per portfolio (min 8 in-scope appliances) for calibration clock + alert-file completeness QA.
• New-Install 30-Day Pack: $900–$2,400 per new ≥1,500 lb appliance (post-Jan 1, 2026 installs).
• Never: hourly billing; % of avoided EPA fines; contingency on refrigerant recovered.

Pricing analogs: LeakPack packs $149–$399/event and retainers; HoodPack location packs; enterprise Trakref quotes $500+/mo — DFY project pricing sits between SaaS seats and Big-4 memo fees.

Regulatory and compliance considerations

• Primary: 40 CFR §84.108 (ALD) under AIM Act ER&R Subpart C; companion §84.106 leak repair; §84.102 definitions/leak-rate methods.
• Deadlines: new appliances installed on/after Jan 1, 2026 — ALD upon install or within 30 days; legacy 2017–2025 — by Jan 1, 2027; pre-2017 grandfathered from ALD retrofit (still may have §84.106 duties if ≥15 lb).
• Recordkeeping: install, annual calibration/audit, each alert date, leak location — retain ≥3 years.
• Alert response: calculate leak rate within 30 days (120 if IPR shutdown) or preemptively repair then calculate — ties into LeakPack territory when exceedances occur.
• State overlays: CARB RMP and other state refrigerant programs may be stricter — pack flags “check state” without practicing law.
• Penalties: AIM Act enforceable via CAA §113; admin max $59,114/day (inflation-adjusted). Actual assessed penalties vary; do not market scare-number guarantees.

Licensing boundary

• AI / operators may: extract nameplate data; classify appliances against published §84.108 gates; assemble evidence matrices; draft correction tickets; QA alert-log completeness.
• Specialist reviewers may: release Completeness Packs; escalate multi-circuit/full-charge ambiguities; refuse packs with insufficient evidence.
• Licensed professionals / customer must: remain owner/operator duty holder; select/install ALD; perform or hire certified technicians for repairs; make EPA filings; obtain legal opinions.
• Company must not claim: legal advice; guaranteed EPA safe harbor; that using the pack equals compliance; ALD product certification; Section 608 technician services.
• Disclaimers: “Documentation completeness support under published EPA materials; not legal advice; customer remains responsible for compliance.”
• Pricing legality: flat/project/retainer OK; avoid contingency on avoided penalties.

AI-native advantage

AI changes the unit economics of portfolio evidence assembly: vision models read nameplates and calibration stickers; LLMs normalize messy contractor PDFs into appliance records; deterministic rules score §84.108 gates; exception queues route only ambiguous full-charge/install-year cases to specialists. Without AI, the same pack is a slow consulting project that cannot hit 50%+ margins. As frontier models improve OCR/vision/table extraction, minutes-per-appliance fall while the specialist release and rule library deepen the moat.

Internal AI engine architecture

1. Intake: secure upload of CSV asset lists, nameplate photos, vendor quotes, install reports, calibration PDFs, alert CSV/PDF exports.
2. Normalization: appliance IDs, refrigerants, full-charge lb, install dates, store IDs, vendor names.
3. Retrieval/knowledge: §84.108 / EPA fact-sheet clause library; direct vs indirect requirement cards; state overlay flags.
4. AI workbench: extract fields; propose applicability; draft gap narratives and correction tickets.
5. Deterministic rules: ≥1,500 lb? commercial refrigeration/IPR? HFC/GWP>53? install-year cohort? calibration age >12 months? alert log missing?
6. Human chokepoint: specialist release; multi-circuit/full-charge judgment; evidence sufficiency refusals.
7. QA: second-pass checklist; citation of clause IDs on FATAL gates; gold-standard pack diffs.
8. Delivery: PDF pack + spreadsheet register + ticket CSV; customer portal folder.
9. Learning loop: missed artifacts → new intake requirements; false FATALs → rule tuning.
10. Model-portability: prompts/rules/schemas stored outside any single model vendor; swap LLMs without rewriting SOPs.

AI-vs-human operations pipeline

AI drafts; deterministic rules fail closed on missing charge/install-year; humans release and handle edge cases. Never fully automate applicability for multi-circuit systems without specialist review at launch.

Dynasty translation layer

• Buyer: Facilities/refrigeration leader who must not miss the 2027 ALD deadline and must survive an evidence request.
• Service: DFY Completeness Pack + optional Monitor Desk; customer still buys/installs ALD.
• Workflow: intake → extract → score → tickets → release → monitor.
• Tooling: Drive/Dropbox + Notion/Airtable register + LLM vision + PDF assembler; ALD vendor APIs later.
• Sales: “We’ll tell you which racks are in-scope and what’s missing before Jan 1, 2027 — in a specialist-released pack.”
• Delivery: first 3 customers semi-manual in sheets; automate extraction after pilot patterns stabilize.
• Expansion: Always-On alert-file desk; new-install 30-day packs; LeakPack handoff; cold-storage vertical package.

Anti-duplication analysis

• Not LeakPack Clear: LeakPack sells §84.106 leak-rate/repair Completeness Packs triggered by refrigerant additions. ALDReady sells §84.108 ALD applicability/install/calibration/alert-readiness packs triggered by the 2027 deadline and new installs.
• Not DisposeTrue: residential HVAC §82.156 disposal-recovery records for contractors — different ICP and CFR part.
• Not HoodPack / DamperFile / AIM-ERR fire packs: kitchen hood / damper / suppression docs — different NFPA domain.
• Not Trakref/RefriTrak: those are customer-operated SaaS; we sell a released pack outcome.
• Not ALD vendors: we do not sell detection hardware/software; we sell readiness evidence.

Checked restored manifest (794 runs) + filename glob for *ald*, *84.108*, *leak-repair*, *disposetrue*, *hood*. No prior §84.108 readiness Completeness Pack.

Anti-commoditization analysis

If frontier models make nameplate OCR free, the scarce asset becomes the maintained §84.108 rule library, portfolio register continuity, specialist refusal standards, and correction-ticket closure tracking. ALD vendors still will not assemble cross-vendor evidence for mid-market banners. The service wins by being the audit-ready layer above whatever ALD stack the customer chooses.

Service delivery workflow

1. Kickoff + evidence checklist (asset list, nameplates, install years, ALD docs).
2. Intake QA — reject incomplete cohorts or scope down.
3. AI extraction + normalization into Appliance Register.
4. Deterministic §84.108 scoring + FATAL/WARN matrix.
5. Specialist review/release.
6. Customer readout workshop (60–90 min) — ticket owners assigned.
7. Optional Monitor Desk — calibration clocks + quarterly evidence refresh.
8. Handoff to LeakPack when alert-driven leak-rate work appears.

Operations as product

SOPs for intake completeness, full-charge evidence hierarchy (nameplate > OEM data plate > engineered charge letter > estimate flagged WARN), install-year proof hierarchy, calibration certificate schema, alert-export schema, specialist release checklist, red-team “missing rooftop coverage” checks, versioned packs, and postmortems when a customer’s AHJ/insurer rejects a file. Variance is eliminated by refusing to release packs with unresolved FATAL charge/install-year gaps unless explicitly customer-accepted as open tickets.

No-holes quality engine

• Required evidence list before work starts.
• Automated completeness score; FATAL blocks release.
• Exception queue for multi-circuit / shared-rack charge allocation.
• Second-pass QA sampling 100% at launch, 20% after day 90.
• Gold-standard packs from first 5 pilots.
• Root-cause tags: missing nameplate / bad OCR / wrong appliance category / vendor PDF mismatch.

What the human expert actually does

No PE/attorney signature required for the Completeness Pack. If customer needs stamped engineering charge letters, that is a referred licensed scope outside this product.

Minimum viable offer

Pack: ALD Readiness Completeness Pack for ≤40 appliances / ≤30 stores. Includes: Applicability Register, Gap Matrix, FATAL/WARN gates, Correction Tickets, 60-min readout. Excludes: ALD procurement, install labor, legal opinions, §84.106 leak-rate event packs (upsell/handoff). Price: founding $2,900–$9,500. SLA: draft in 10 business days after complete intake; release in 15.

Fulfillment process

First 3 customers: founder + one refrigeration-ops specialist contractor. Tools: shared Drive folder, Airtable register, Claude/GPT vision for nameplates, PDF pack template in Google Docs, Loom readout. Manual ticket tracking in Airtable. Do not build custom software before 10 paid packs. Automate extraction scripts after repeated field schemas appear.

Tools and systems

• Day 1: Google Workspace, Airtable/Notion, Slack, Stripe invoices, DocuSign for SOW, passworded Drive vault.
• AI: frontier multimodal model for OCR/extraction; local scripts for leak/ALD rule gates.
• Later: customer portal, ALD vendor CSV ingest, calendar integrations for calibration clocks.

Human-in-the-loop quality control

Every pack requires named specialist release. FATAL charge/install-year gaps cannot be greenwashed by AI confidence scores. Spot-check 1 appliance per store against raw nameplate photos. Customer must acknowledge open tickets in writing. Monitor Desk escalates missed calibration clocks to human outreach within 2 business days.

Nonlinear scaling and unit economics

• Target gross margin: 55–70% by month 12; ≥45% at launch.
• COGS/pack (launch): model inference $15–60; specialist 1.5–3.5 hr ($90–$250/hr loaded) = $135–$875; QA 0.4 hr; tooling $10; rework buffer 10% → total ~$200–$1,100 on a $4.5k–$12k pack.
• Automation %: launch 40% / day 90 65% / year 80% of extraction+gating minutes.
• Throughput: 1 specialist ~1–2 packs/week launch → 4–6/week at day 90 with ops support.
• Revenue/FTE target: ≥$350k by month 12.
• CAC payback: <2 months on outbound+content; <1 month on referral from ALD vendors/LeakPack.
• Conversion assumptions: scan→pack 15–30%; pack→monitor 40–60%; annual retention 70%+ if tickets close.
• Rework <10%; escalation <15% of appliances; quality failure (customer-rejected pack) <3%.

Distribution proof table

Sales and outreach plan

Offer page with plain-language deadline + sample redacted pack page. Outreach leads with a free ALD Exposure Scan memo (which appliances look in-scope + top 5 evidence holes), not a demo. Pilot SOW is fixed-price Completeness Pack. No hourly discovery. Close on deadline risk + audit production time saved.

Founder-led content plan

Teach the exact §84.108 gates, install-year cohorts, direct vs indirect myths, calibration record failures, and “records in 10 minutes” investigation pattern. No generic AI content. Founder shows redacted gap matrices and correction tickets.

First 30 days of content

• 10 posts: (1) Jan 1 2027 countdown, (2) 1,500 lb threshold explained, (3) 2017–2025 cohort math, (4) direct vs indirect in plain English, (5) annual calibration is not optional, (6) alert logs you must keep 3 years, (7) rooftop coverage myth, (8) how to photograph a nameplate for evidence, (9) what an Exposure Scan returns, (10) ALDReady vs LeakPack — when you need which.
• 3 teardowns: redacted applicability register; failed calibration trail; alert without response file.
• 2 lead magnets: ALD Exposure Scan checklist; 2027 Readiness Scorecard PDF.
• 1 webinar: live review of a fictional 20-store banner’s asset list.
• 1 outbound template: “I checked public remodel years for Store #__ — if your medium-temp rack is ≥1,500 lb and installed 2017–2025, you need an ALD evidence plan before Jan 1, 2027. Free Exposure Scan for 10 appliances?”

Lead magnet and waitlist

Lead magnet: Free ALD Exposure Scan (≤10 appliances) — in-scope likelihood + top missing artifacts. Waitlist CTA: “Get your 2027 ALD Readiness Pack queue spot.” Trust: delivers immediate artifact value before paid pack. Pain signal captured: missing charge/install-year/calibration fields. Follow-up: 3-email sequence + readout offer. Sales-ready: ≥5 in-scope appliances with ≥2 FATAL evidence gaps + budget owner identified. Waitlist ≠ PMF; paid pack + ticket closure is.

Warm GTM plan

Reactivate refrigeration contractor relationships, LeakPack/adjacent food-ops contacts, ALD vendor SEs who need mid-market documentation help, and FMI/state association webinar attendees. Offer co-branded Exposure Scans. Convert warm leads with founding pricing (cap 5).

Targeted outbound plan

Build a list of regional banners (8–80 stores) with recent remodels (proxy for 2017–2025 installs). Personalize around a specific store/rack hypothesis. Lead with diagnosis memo offer. Cap daily outbound to keep quality. CRM stages: scan booked → pack SOW → monitor.

Answer-engine / search visibility plan

Publish canonical pages answering: “Does my supermarket need automatic leak detection under the AIM Act?”, “What is the January 1, 2027 ALD deadline?”, “What records does §84.108 require?” Cite EPA fact sheets. Structure FAQ for AI overviews. Avoid claiming to be EPA.

Pilot design and early-demand-trap mitigation

• Pilot cap: 5 founding packs.
• Cohort: grocery banners 12–40 stores OR 1–3 cold-storage sites with large IPR.
• Incentive: founding price + free first month Monitor Desk if tickets assigned in 14 days.
• Learning goals: median minutes/appliance; FATAL taxonomy frequency; % incomplete intake; scan→pack conversion.
• Early-demand trap: refuse custom “manage our ALD vendor RFP” projects; refuse to become their refrigerant CMMS; productize only Completeness Pack patterns.

Early-access feedback flywheel

Every correction from specialists becomes a rule, intake field, or QA check within 7 days. Customer ticket closures feed Monitor Desk templates. Distinguish product feedback (repeatable artifact gaps) from custom work (one-off engineering charge letters). Custom work is referred out, not built into core SOPs.

Build-before-scale checkpoints

• After 5 pilots: harden intake + evidence hierarchy + FATAL definitions.
• After 10 pilots: harden SOPs, exception queues, reviewer checklists, delivery templates.
• After 20 pilots: pause new logos until COGS, rework, escalation, and cycle time are measured for 30 days.
• Manual workarounds OK temporarily for rare refrigerants; not OK for missing nameplate intake — fix the checklist instead of heroics.

7-day / 30-day / 90-day launch plans

• 7 days: pack template, intake checklist, rule card v1, 20-account outbound list, Exposure Scan landing page, 3 content posts.
• 30 days: 25 scans, 5 pack SOWs, 3 paid packs delivered, 1 vendor partner conversation, webinar scheduled.
• 90 days: 15 paid packs, 6 Monitor Desk logos, measured COGS, first ALD vendor referral, decide whether to add cold-storage package.

Metrics and KPIs

• Scans/week; scan→pack %; pack cycle time; FATAL tickets closed in 60 days; Monitor retention; gross margin; minutes/appliance; rework %; specialist utilization; CAC payback.

Risks and mitigations

• Lineage confusion with LeakPack: hard positioning + separate SKUs.
• ALD vendors bundle “compliance docs”: partner, don’t fight; sell cross-vendor portfolio truth.
• Enterprise SaaS eats mid-market: stay DFY/high-touch for 8–80 store banners.
• UPL/advice creep: disclaimer + refuse legal opinions.
• Deadline slip politics: Subpart C did not move with May 2026 TT reconsideration; monitor FR; packs still valuable for recordkeeping.

Exhaustive risk register

What could kill this

• EPA repeals/delays §84.108 without replacement documentation pressure.
• ALD vendors give away equally good specialist-released portfolio Completeness Packs for free at mid-market.
• Inability to get nameplate/full-charge evidence from customers after repeated intake failures.
• Positioning collapse into “another refrigerant SaaS.”

Go/no-go reasoning

GO. Clears evidence threshold: clear buyer, painful specific problem, primary regulatory sources, active vendor/trade demand, existing budget, hard-diff from LeakPack/DisposeTrue/SaaS, narrow MVP, remote fulfillment, path to 50%+ margins, believable distribution. Rejected FireTrue/RTONotice/TollTrue/PumpLog on whitespace, UPL, or incumbent DFY strength.

Final recommendation

Build ALDReady Clear. Launch the free Exposure Scan + founding Completeness Pack this week. Cap 5 pilots. Partner with at least one ALD vendor for referrals. Keep LeakPack as a sibling SKU, never a merge. Measure minutes/appliance and FATAL closure before scaling past 20 logos.

Source list

• EPA — AIM Act ALD Fact Sheet (Jan 2026)
• EPA — AIM Act Leak Repair Fact Sheet (Jan 2026)
• 40 CFR §84.108 — Automatic leak detection systems
• 40 CFR §84.106 — Leak repair
• 89 FR 82682 — ER&R Final Rule
• 40 CFR §19.4 — Civil monetary penalty adjustments
• EPA Region 2 AIM Act ESA citing $59,114/day
• FMI — Food Industry Facts (supermarket count)
• Axiom Cloud — Refrigerant Leak Detection / AIM Act ALD guide
• Axiom Cloud — 2026 grocery ALD budget strategy
• ACHR News — AIM Act Compliance for Grocery Refrigeration
• Carbon Connector — Leak Detection Requirements Jan 2026
• Bueno Analytics — AIM Act grocery refrigerant compliance
• Baker Botts — New Year, New Deadlines (ALD dates)
• RefriTrak pricing (SaaS competitor context)
• Fexa Trakref (enterprise refrigerant SaaS)