AI-native service blueprint · 2026-07-16
Final decision: Blueprint

FundRemit Clear — CA CAC2 Training Fund Remittance Completeness Desk

Done-for-you monthly apprenticeship training-fund remittance for California public-works specialty subcontractors who pay the California Apprenticeship Council (CAC) via online CAC2 + check — ending missed 15th-of-month deadlines, wrong craft rates, obsolete forms, and “not posted” Training Fund Search gaps that stall progress payments and invite Labor Code §1777.5 / §1777.7 exposure.

~86/100Rubric
28/30Six gates
$199–$599/mo Desk
50%+GM path

Executive summary

California public-works contractors must contribute apprenticeship training funds for every hour worked by journeymen and apprentices in apprenticeable crafts, due by the 15th of the month for the prior month’s work (Labor Code §1777.5(m); 8 CCR §230.2). Contractors who do not credit an approved program that can supply apprentices must remit to the CAC with the online CAC2 form (Transaction ID) and a check to DIR’s Los Angeles lockbox. Awarding bodies and labor-compliance officers routinely demand proof of contribution; DIR’s public Training Fund Search is the verification surface.

FundRemit Clear sells a sealed monthly Remittance Completeness Pack: hours extracted from certified payroll / eCPR exports, craft→rate mapped from the project’s prevailing-wage determination, CAC2 draft prepared for operator submission, check memo + remit package QC’d, then public-posting verification against Training Fund Search — with exception queues for trust-fund credits, multi-county/multi-craft splits, and zero-work months. AI does extraction, rate matching, form drafting, and posting chase; a trained remittance operator owns the human chokepoint; the contractor remains the duty holder and signs/pays.

Beachhead: non-union / open-shop specialty subs (C-33 painting, C-15 flooring, C-27 landscape, drywall finishers, etc.) with 1–8 active CA PW jobs who already outsource payroll/CPR or stumble on CAC2 after DAS 140/142. Distinct from HallClear (DAS 140/142 dispatch desk). Not a customer-operated co-pilot.

Thesis

Training-fund remittance is a recurring, deadline-driven, document-heavy obligation with a public verification surface and existing budget (in-house clerks, PW consultants, payroll software). Software exports help; they do not own the monthly chase-to-posted outcome. An AI-native remittance desk that guarantees “CAC2 prepared → check package QC’d → Transaction ID archived → Training Fund Search green” can take a wedge of under-served specialty subs at 50%+ gross margin once exception handling is SOP’d.

Discovery rationale

This run steered away from saturated generic “compliance engines” and from just-claimed FitFile / AdmitLine / TipNotice terrain. Twelve-plus searches spanned CAC2 remittance, scaffold inspection logs, car-wash ARL, CBAS IPC packs, dental BBP kits, salon booth classification, WC e-mod recovery, multifamily unit-turn, hotel occupancy tax, R2T4, confined-space permits, and GC COI tracking. FundRemit won on: (1) clear buyer + monthly trigger, (2) verified statute/regs + awarding-body proof demands, (3) existing spend, (4) narrow DFY wedge distinct from HallClear, (5) no physical labor, (6) frontier-model leverage on CPR→rate→form pipelines.

Candidate comparison (5+)

CandidateScore /100Fatal / weakVerdict
FundRemit Clear — CA CAC2 remittance desk86None fatal; ICP overlaps HallClear but workflow/outcome distinctWinner
CBAS/ADHC IPC Completeness Desk68~310 centers; clinical judgment / medical advice boundaryDefer
ConfinedPermit program pack58Often one-shot consulting; entry ops physical/safety liabilityDefer
ScaffoldLog daily CP inspection vault55Gate 5 physical daily walk; SaaS field apps crowdedReject
WashRenew car-wash ARL pathway52Near CancelPath + multi-state ARL engine; weak vertical proofReject

CODE validation

  • Consumer/buyer trend: CA PW modernization + eCPR + agency labor-compliance packets still list CAC2 + proof of training contributions as payment-gate documents (San Diego OLSE 2025 packet; town/agency contract clauses requiring CAC2 proof with pay apps).
  • Opportunity: Specialty subs complete DAS 140/142 (HallClear terrain) then miss the monthly CAC remittance or use obsolete PDF CAC2 forms that delay Training Fund Search posting up to ~30 days.
  • Demand: Awarding bodies withhold progress payments until CAC2 proof is produced; PW consultants (PWCA, CPW) sell annual compliance retainers and explicitly audit CAC training contributions; eBacon markets CAC Apprentice Contribution Report automation — proving budget without owning DFY remittance+posting SLA.
  • Economic sizing: CSLB ~285k licenses statewide; PWCR is a smaller active subset. Beachhead SAM: estimated 4,000–12,000 open-shop specialty subs with recurring CAC remittance need (Inferred). At $2,400–$5,400 ACV Desk, 2% share ≈ $192k–$1.3M ARR (Inferred range). Contribution dollars themselves are pass-through (contractor’s obligation).

Rubric scorecard (1–5)

Low trust burden 5
Low task judgment 4
High intelligence threshold 4
Regulation as moat 5
No physical labor 5
Sam Altman test 5
Outcome pricing 5
Gross margin path 4
Buyer urgency 4
Competitive whitespace 4
Novelty vs manifest 5
AI capability fit 5
Active demand evidence 4
Budget/competitor proof 5
Waitlist/lead magnet 4
Narrow MVP 5
Distribution clarity 4
Licensing feasibility 5
Ops repeatability 4
Speed to revenue 4

Weighted total ≈ 86/100. Six gates: 5+4+4+5+5+5 = 28/30.

Target buyer

ICP: California open-shop specialty subcontractors (beachhead: C-33 painting, C-15 flooring/floor covering, C-27 landscaping, drywall finishers) with 5–80 craft workers, 1–8 concurrent public-works jobs, DIR PWCR active, no full-time labor-compliance manager, already producing weekly CPR/eCPR.

Economic buyer: Owner / controller / office manager. Influencers: payroll provider, GC compliance desk, awarding-body LCO, prevailing-wage consultant.

Jobs-to-be-Done

  • When month-end closes on a PW job, remittance hours/rates/projects so CAC2 + check leave on time.
  • When the GC/LCO asks for training-fund proof with a pay app, produce Transaction ID + posted search screenshot in minutes.
  • When craft/county mixes change mid-project, avoid under/over-remitting against the correct wage determination.

Painful problem

Missed or incomplete training-fund remittance is a named apprenticeship violation category in the DIR Public Works Manual. Civil penalties under Labor Code §1777.7 can reach $100/day (up to $300/day for knowing repeat violations within three years). Agencies withhold payment until CAC2 proof arrives. Obsolete off-portal CAC2 PDFs slow posting. Trust-fund vs CAC routing errors create “I paid but Search is blank” deadlocks. Specialty-sub office staff treat remittance as a forgotten monthly chore after CPR week.

The outcome we sell

Posted Remittance Completeness Pack (monthly): craft-hour worksheet reconciled to CPR, determination-matched rates, CAC2 ready for portal submit (or documented trust-fund credit path), check/ACH remit instructions QC’d, Transaction ID + Training Fund Search confirmation archived, exception log for zero-work months and multi-job splits. Optional Catch-Up Pack for prior unposted months. Never hourly billing.

First one-feature MVP wedge

ElementDefinition
ICPCA open-shop specialty sub, 1–4 active PW jobs, remits to CAC (not local trust)
TriggerMonth-end after craft hours posted on CPR/eCPR
PainRisk of late/wrong remittance + payment withholding for missing proof
One-feature MVPSingle-job Monthly Remittance Completeness Pack
InputCPR/eCPR export, CSLB #, project #, county, craft list, wage-determination ID, prior remittance history
OutputSealed Pack: hour/rate sheet, CAC2 draft fields, remit checklist, posting verification artifact
Human chokepointRemittance operator verifies craft/rate/project mapping + signs off before contractor pays
Success metric≥95% packs posted to Training Fund Search within 10 business days of check mail; ≤8% rework
Next askMulti-job Desk retainer; trust-fund credit ledger; DAS 140/142 handoff to HallClear-style partner

Evidence summary

  • Verified LC §1777.5(m), §1777.7; 8 CCR §230.2 due date + check + CAC2 content requirements; DIR DAS online CAC2 portal + Training Fund Search; agency packets requiring CAC2 proof (San Diego OLSE 2025; Los Gatos-style contract clauses).
  • Verified Sample PWD training line items e.g. LOS-2025-1 Painter lead-abatement Training ~$0.75/hr; Southern Carpenter Training ~$0.72/hr (craft/county specific).
  • Verified Incumbents: PWCA/CPW consulting; eBacon CAC contribution reporting; LCPtracker CPR (not remittance SLA); DIR public search.
  • Inferred Beachhead SAM share and WTP for DFY Desk vs annual PW retainer.
  • Unverified Exact statewide % of PW hours remitted to CAC vs trusts; precise PWCR headcount without portal export.

Claim table

ClaimLabelConfidence
Training contributions due 15th for prior monthVerifiedHigh
Online CAC2 + Transaction ID required for timely postingVerifiedHigh
§1777.7 penalties up to $100/$300 per day of noncomplianceVerifiedHigh
Awarding bodies demand CAC2 proof for paymentVerifiedHigh
CSLB ~285k licenses; PW subset smallerVerified / Inferred PW shareMed-High
DFY Desk can reach 50%+ GM at scaleInferredMedium
% open-shop hours remitting to CAC vs trustsUnverifiedLow

Source-claim matrix

ClaimLabelSourceTypeDateSection
Due 15th; check + CAC-2 infoVdir.ca.gov/t8/230_2.html · 8 CCR §230.2RegPrimaryReg/Pain
LC 1777.5 training contribution dutyVleginfo Labor Code 1777.5 / DAS public works pagesStatutePrimaryReg
§1777.7 $100/$300 day penaltiesVleginfo Labor Code 1777.7StatutePrimaryPain
Online CAC2 Transaction ID postingVdir.ca.gov/DAS/More_Information… + tf/cac2.aspAgency2025–26 liveOutcome
Training Fund Search 48-mo historyVdir.ca.gov/cac/trainingfund/tfsearch.htmlAgencyLiveOutcome
Apprenticeship violations triad incl. CAC contributionsVDIR PW Manual (DLSE)Agency manualPrimaryEvidence
San Diego requires CAC2 + proof to LCOVsandiego.gov OLSE Labor Compliance Packet 2025-10Agency packet2025-10Demand
Pay apps may require CAC2 proofVLos Gatos-style public works contract clausesContractSampleDemand
Painter training ~$0.75/hr LOS-2025-1Vdir.ca.gov OPRL LOS-2025-1 subtradesPWD2025-1Pricing/econ
Carpenter Training ~$0.72 SC-23-31-2Vdir.ca.gov OPRL Southern Carpenter PDFPWD2025-1Pricing/econ
CSLB ~285k licensesVCSLB Law Book 2025 / cslb.ca.govRegulator2025–26Sizing
PWCA audits CAC-7/training contributionsVpublicworkscomplianceadvisors.comIncumbent2025–26Budget
eBacon CAC Apprentice Contribution ReportVebacon.com/reportsSoftware2025–26Compete
Beachhead 4k–12k CAC remittersIDerived from CSLB + open-shop share assumptionsInference2026-07CODE
50%+ GM at 90 daysIUnit model belowModel2026-07Unit econ
Exact CAC vs trust splitUNo public statewide tabulation found this runRisks

Market and demand evidence

Training-fund remittance is mandatory on CA public works for apprenticeable crafts. DIR publishes contribution rates inside prevailing-wage determinations (often ~$0.25–$1.50+/hr by craft — examples: LOS Painter ~$0.75; Southern Carpenter ~$0.72). The CAC2 portal and Training Fund Search create a closed loop: remit → Transaction ID → public posting. Agencies treat missing proof as a payment-blocking compliance gap. Consultancies and payroll software already monetize adjacent work, confirming budget.

Active buyer conversations (public proxies)

  • Agency pre-con / labor-compliance packets spell out CAC2 due dates and proof-to-LCO rules (San Diego OLSE 2025).
  • Contract clauses condition progress payments on certified payroll and training-fund proof including CAC2.
  • PW consultant content (“Master Your Apprenticeship Contributions”) markets calculation/remittance coaching — demand for help is productized.
  • DIR FAQ language about wrong remit address / obsolete forms causing Search blanks — operational pain is acknowledged by the agency itself.

Competitive landscape

PlayerWhat they sellGap FundRemit fills
PWCA / CPW / local PW consultantsAnnual retainers, audits, DLSE defenseExpensive; not a productized monthly remittance SLA for small specialty subs
eBacon / similar PW payrollCPR + contribution reports / DAS form genCustomer still operates software; no posting-verification desk
LCPtrackerCertified payroll portals for agencies/primesNot CAC remittance fulfillment
HallClear (prior blueprint)DAS 140/142 dispatch completenessDifferent trigger/workflow/outcome — complementary, not duplicate
In-house office managerManual CAC2 + checkError-prone; no QA/posting chase

Competitor and budget validation

Buyers already pay: (1) training contribution dollars themselves, (2) certified-payroll labor or software seats, (3) PW compliance consultants ($thousands/year retainers — public pricing often quote-based), (4) opportunity cost of withheld pay apps. FundRemit redirects a slice of (2)+(3) into a cheaper, outcome-priced monthly desk focused only on remittance completeness — not full legal defense.

Pricing evidence and proposed pricing

  • Gap Scan (lead magnet): Free–$149 — last 6 months Training Fund Search vs CPR hours delta memo.
  • Catch-Up Completeness Pack: $799–$2,999 per backlog (months × jobs complexity).
  • Monthly Remittance Desk: $199–$399 (1–2 jobs) / $399–$599 (3–8 jobs) — includes Pack + posting verify.
  • Never hourly. Contribution checks remain client-funded pass-through.

Contribution economics example (Inferred order-of-magnitude): 800 craft hours × $0.75 ≈ $600 remitted — Desk fee is justified by payment-risk avoidance, not by skim of contribution dollars.

Regulatory and compliance considerations

Governing sources: Labor Code §1777.5 (apprenticeship & training contributions), §1777.7 (penalties), 8 CCR §230.2 (payment mechanics), DIR DAS CAC2 portal instructions, awarding-body labor compliance rules. Debarment risk for serious apprenticeship noncompliance remains with the contractor. FundRemit does not practice law or represent clients before the Labor Commissioner.

Licensing boundary

  • AI / operators may: extract hours, map published PWD rates, draft CAC2 field maps, assemble remit checklists, poll Training Fund Search, prepare evidence binders.
  • Contractor must: submit portal CAC2 under their identity, sign checks/ACH, remain statutory duty holder, approve craft classifications used on CPR.
  • Must not claim: legal representation, guaranteed penalty waiver, prevailing-wage legal advice, or that FundRemit “is” the DIR registrant.
  • Disclaimers: admin remittance support only; not a law firm; classification questions escalate to client’s counsel/PW consultant.

AI-native advantage

Beyond ChatGPT: structured CPR parsers, determination retrieval by county/craft/bid-ad date, multi-job hour aggregation, anomaly detection (OT hours missing training, zero-rate crafts, trust vs CAC routing), CAC2 field autofill, and continuous posting monitoring. As models improve, exception rates fall and multi-job Desk density rises without linear headcount.

Internal AI engine architecture (10 layers)

  1. Intake: secure upload of CPR/eCPR, project register, prior Transaction IDs.
  2. Normalization: craft codes, counties, job numbers, hour types.
  3. Retrieval/knowledge: PWD rate cards, DIR instructions, client SOPs, gold-standard packs.
  4. AI workbench: hour rolls, rate match, CAC2 draft, narrative exception notes.
  5. Deterministic rules: due-date calendar, min hour increments, zero-work skip rules, address/lockbox checks.
  6. Human chokepoint: operator verifies mapping + package before client payment.
  7. QA: second-pass checklist; random re-performance; Search scrape match.
  8. Delivery: sealed Pack PDF + portal field sheet + remit checklist.
  9. Learning loop: rework taxonomy → prompt/rules updates.
  10. Model-portability: provider-agnostic prompts; deterministic validators outside the LLM.

AI-vs-human operations pipeline

AI
Ingest CPR; detect crafts/counties/hours; flag anomalies
Rules
Apply PWD rate table; compute amounts; due-date schedule
AI
Draft CAC2 fields + remit memo + exception queue items
Human
Operator review; approve package; client confirms & pays
AI+Human
Confirm portal submit artifacts; mail/ACH checklist
AI
Poll Training Fund Search; archive green/red status
QA
Spot-check; root-cause rework into SOP

Dynasty translation layer

  • Buyer: Specialty-sub owner who hates DIR surprises and withheld pay apps.
  • Service: DFY monthly remittance completeness — not DIY software.
  • Workflow: intake → map → draft → approve → remit → verify → renew.
  • Tooling: Drive/Dropbox, sheets, LLM workbench, DIR portal, CRM; custom software later.
  • Sales: “We’ll get your CAC2 posted before the 15th and prove it on DIR Search.”
  • Delivery: Manual portal assist week 1; automations after 10 pilots.
  • Expansion: Multi-job Desk → trust-fund credit ledger → partner HallClear DAS packs → GC sub-monitoring SKU.

Anti-duplication analysis

Checked restored manifest (411 runs after recovering from concurrent stub wipe at 6a508e74 AdmitLine tip) and repo *-blueprint.html filenames. No CAC2 / training-fund remittance desk. Closest: ca-das-140-142-apprenticeship-dispatch-desk (HallClear) — DAS 140/142 award/dispatch completeness, not monthly CAC remittance. Also distinct from prevailing-wage CPR engines, IRA PWA, CabCardClear IRP, FitFile respirator rosters. This run’s outcome is posted CAC remittance proof, not apprentice dispatch.

Anti-commoditization analysis

If general models let contractors draft CAC2 themselves, FundRemit still wins on: (1) determination-correct rate vaults, (2) multi-job aggregation discipline, (3) posting SLA + evidence binder GCs accept, (4) exception handling for trust credits and county splits, (5) calendar ownership. Commoditized drafting ≠ owned remittance operations.

Service delivery workflow

  1. Onboard: CSLB, PWCR, projects, crafts, remittance path (CAC vs trust).
  2. Monthly: pull CPR → AI pack draft by day 5.
  3. Operator review day 6–8; client approval.
  4. Client submits CAC2 + mails check (or trust remittance proof upload).
  5. FundRemit verifies Search posting; closes ticket or escalates exception.
  6. Quarterly: Catch-Up Scan of Search vs CPR ledger.

Operations as product

SOPs for intake evidence lists, determination versioning, CAC vs trust routing matrix, zero-work month handling, lockbox address checks, Transaction ID retention, Search scrape cadence, rework codes (wrong craft, wrong county, obsolete form, check not received), and gold-standard Pack templates. Every failed unit gets a postmortem feeding rules.

No-holes quality engine

  • Completeness gates before operator review (hours, rates, project #, license #).
  • Confidence scores on craft/rate matches; low-confidence forced human review.
  • Dual archive: Pack PDF + Search screenshot hash.
  • Red-team monthly: inject known bad rates; expect catch.

What the human expert actually does

TaskLicenseMin launchMin day 90Automation pathQuality riskCannot automateAudit trail
Craft/rate mapping approvalNone (trained)2512PWD retrieval + match AIWrong rateAmbiguous scopesSigned checklist
CAC vs trust routingNone158Client program registryMisrouteProgram eligibility callsRouting log
Pack releaseNone105Template genIncomplete packClient relationshipVersioned Pack
Posting exception chaseNone2010Search poll botFalse greenDIR mail issuesTicket notes
Escalation to PW counselRefer out3020N/AUPL if overclaimLegal judgmentReferral record

Minimum viable offer

“Monthly CAC Remittance Completeness — one specialty sub, up to 2 active PW jobs — $299/mo.” Includes Gap Scan onboarding, Pack each month, posting verify, email SLA. Catch-Up optional. First 3 customers fulfilled with Google Drive + sheets + ChatGPT/Claude + manual DIR portal assist.

Fulfillment process (first 3 customers)

  1. Zoom onboarding; collect CPR samples + project list.
  2. Build client rate card from published PWD PDFs.
  3. Produce Pack in shared folder; walk client through CAC2 submit once live.
  4. Confirm check mailed; calendar Search check at T+5/T+10 business days.
  5. Retrospective SOP edits before customer 4.

Do not automate portal credentials sharing early; prefer operator-prepared field sheets the client submits.

Tools and systems

Day one: Google Workspace, HubSpot/Notion CRM, Stripe invoicing, secure file share, LLM API, PDF tools, calendar. Later: CPR parser service, Search scraper with change detection, client portal. No large custom platform before revenue.

Human-in-the-loop quality control

Every Pack requires operator sign-off. Low-confidence rate matches and first month for each new craft/county force dual review. Client approval recorded before remittance. Legal/classification disputes exit to partner counsel — never silently auto-resolved.

Nonlinear scaling and unit economics

MetricLaunchDay 90Year 1 target
ASP Desk$299$349$399 blended
Operator min / Pack703522
Labor COGS @ $45/hr loaded$53$26$17
Model + software$18$12$10
QA / support / rework$25$15$12
Total COGS~$96~$53~$39
Gross margin~68%~85%~90% (pre-CAC; contribution pass-through excluded)
Automation %40%65%80%
Throughput / operator / day4 packs812
Rework rate<15%<8%<5%
Revenue / FTE target$180k$250k+

CAC payback: Gap Scan→paid ≥8% within 30 days; Desk retention ≥85% at month 4 (Inferred targets). Contribution dollars never booked as revenue.

Distribution proof table

ChannelWhy ICP reachableFirst angleConv. assumptionProof sourceMeasureFollow-up
LinkedIn founder postsSub owners + office mgrs follow PW topics“Is your CAC2 on DIR Search?”2–4% scan CTAAgency packet demandCTR, scan startsDM + Scan
GC compliance desksPrimes need sub proofSub remittance audit offer1 partner → 3 subsPay-app clausesIntrosCo-branded Scan
Payroll/CPR providersAdjacent monthly workflowReferral fee for Desk10% of referred closeeBacon adjacencyReferral countQuarterly QBRs
CAADS-like trade groups / ABC chaptersOpen-shop densityLunch-learn remittance clinic5 scans / eventABC PW pagesScansPilot offer
Outbound emailPWCR / CSLB listsPersonalized Search gap note1.5% replyPublic SearchRepliesScan booking
AEO / search“CAC2 due date” queriesGuide + calculator3% email captureDIR FAQ painOrganic leadsNurture

Sales and outreach plan

Offer page with plain-language pain, sample Pack redacted, pricing tiles, Scan CTA. Pitch: “We own the 15th.” Outreach leads with a free Search-vs-CPR Gap Scan, not a demo. Pilot: 60-day Desk at founding price with posting SLA credit if Search not green within 12 business days after confirmed mail (exclusions documented).

Founder-led content plan

Teach: 15th rule, obsolete PDF trap, trust vs CAC routing, how GCs verify Search, craft-rate gotchas, OT hours still contribute, what §1777.7 exposure looks like, pay-app checklists, zero-work months, Transaction ID hygiene. No generic “AI for contractors” fluff.

First 30 days of content

  1. 10 posts: due-date calendar; obsolete form risk; Painter $0.75 example math; Search blank autopsy; OT contribution myth; DAS 140 ≠ CAC2; lockbox address change history; pay-app withhold story; trust-credit vs CAC; checklist for office managers.
  2. 3 teardowns: redacted Search gap; multi-county split error; wrong craft rate near-miss.
  3. 2 lead magnets: Gap Scan; “CAC2 Field Map” one-pager.
  4. 1 live review: office-manager office hours.
  5. 1 outbound diagnosis template: “I checked license #### on Training Fund Search for [months]…”

Lead magnet and waitlist plan

Gap Scan: client shares 3 months CPR summaries + CSLB #; FundRemit returns delta memo vs public Search + risk flags. Waitlist CTA for Monthly Desk. Sales-ready when ≥1 active PW job + confirmed CAC path + willingness to share CPR. Follow-up within 24h with scoped Desk pilot.

Warm GTM plan

Scan users, prior PW consultant contacts, GC intros, payroll-provider referrals, ABC chapter lists. Convert via consultative Scan review → founding Desk seats (cap 10).

Targeted outbound plan

Build list from public PW project boards + CSLB specialty classes in target counties. Personalize with Search observations (never scrape private data). Message = diagnosis memo + Scan offer. Cap 40 highly personalized touches/week.

Answer-engine / search visibility plan

Publish canonical answers: “When is CAC2 due?”, “Why isn’t my training fund on DIR Search?”, “CAC vs apprenticeship trust — which do I pay?”, “What proof do awarding bodies want?” Structure with citations to DIR pages for AEO extraction.

Pilot design and early-demand-trap mitigation

  • Pilot cap: 10 Desks.
  • Incentive: founding price locked 6 months + free Catch-Up up to 3 months.
  • Learning goals: true operator minutes, rework codes, Search lag distribution, CAC vs trust mix.
  • Trap mitigation: refuse custom legal defense scope; park classification disputes; no unlimited craft onboarding without rate-card fee.

Early-access feedback flywheel

Weekly rework review → SOP/prompt updates. Product feedback = pack clarity, lag, UX. Custom work = one-off legal/DIR hearing help (refer out). Corrections become rate-card rules and QA checks — not permanent white-glove exceptions.

Build-before-scale checkpoints

  • After 5 pilots: harden intake evidence list + rate-match QA.
  • After 10: harden SOPs, exception queues, delivery templates.
  • After 20: pause until COGS, rework, cycle time, escalation measured; no scaling by adding untrained humans to cover holes.

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

7 days: offer page, Scan form, rate-card template for 3 beachhead crafts, 20 outbound diagnoses, 3 content posts.

30 days: 25 Scans, 5 paid Desks, first Packs posted, referral ask to 2 payroll partners.

90 days: 15–25 Desks, Catch-Up SKU live, operator minutes ≤40, GM ≥70% on Desk, decide HallClear partnership vs build light DAS handoff.

Metrics and KPIs

  • Scan→paid ≥8%; Desk logo retention ≥85% m4; posting success ≥95%; rework ≤8%; cycle time Pack draft ≤3 business days after CPR receipt; NPS ≥40; CAC payback ≤2 months.

Risks and mitigations

Primary risks: ICP overlap confusion with HallClear; DIR portal UX changes; trust-fund majority starving CAC beachhead; UPL perception; Search lag false negatives; contribution payment fraud/AML if handling client funds (do not — clients pay DIR directly). Mitigations detailed in register.

Exhaustive risk register (12)

1. Beachhead too small (CAC vs trust split) — Likelihood M / Impact H
Mitigation: qualify remittance path in Scan; expand to trust-credit ledger SKU if CAC-thin.
2. Confused with HallClear / DAS products — L M / I M
Mitigation: explicit “remittance not dispatch” positioning; partner not clone.
3. eBacon ships trusted DFY posting SLA — L L / I H
Mitigation: deepen exception ops + GC proof binders; integrate rather than compete on exports.
4. Wrong craft rate → under-remit — L M / I H
Mitigation: dual review on new crafts; published PWD snapshots version-pinned.
5. Unauthorized practice of law perception — L M / I H
Mitigation: disclaimers; refer hearings; no penalty negotiations.
6. DIR Search lag / false “not posted” — L H / I M
Mitigation: SLA clock starts after confirmed receipt windows; document DIR 48-hour guidance.
7. Client portal credential sharing incident — L M / I H
Mitigation: prefer client-submit model; if assisted, use vault + MFA + least privilege.
8. Handling client remittance funds — L L / I H
Mitigation: never custody; client pays DIR directly.
9. Seasonal PW hour volatility → churn — L M / I M
Mitigation: pause billing for documented zero-work months with reactivation fee.
10. Operator bottleneck kills margin — L M / I M
Mitigation: build-before-scale pauses; automation % gates.
11. Concurrent manifest stub wipe / git race — L H / I M
Mitigation: restore from last complete tip before append (done this run).
12. GC requires wet-ink originals only — L L / I L
Mitigation: deliver printable Pack + wet-sign checklist.

What could kill this

  • Scan→paid <3% after 100 Scans.
  • True COGS >55% ASP at day 90.
  • DIR moves to fully electronic remittance inside eCPR eliminating separate CAC2 desk demand and vendors bundle free posting guarantees.
  • Majority of beachhead already on trust funds with no CAC path.
  • UPL / consumer complaint forcing legal reposition.

Go/no-go reasoning

Go. Clears evidence threshold: clear buyer, painful monthly problem, verified legal duty + payment-gate demand, incumbent budget, narrow MVP, remote DFY delivery, 50%+ GM path, distinct from HallClear and other manifest entries. No fatal disqualifier triggered.

Final recommendation

Launch FundRemit Clear as a CA CAC2 Training Fund Remittance Completeness Desk for open-shop specialty subcontractors. Start with Gap Scan → $299 Monthly Desk (≤2 jobs) → Catch-Up Packs. Cap pilots at 10; harden before scale. Keep contribution payments client-direct to DIR. Partner with HallClear-style DAS dispatch rather than reinventing it.

Source list

  1. 8 CCR §230.2 — Payment of Apprenticeship Training Contributions
  2. DIR DAS CAC2 Training Fund Contributions portal
  3. DIR DAS Public Works Forms / training contributions
  4. More Information on Public Works Apprenticeship Requirements
  5. CAC Public Works Training Fund Search
  6. Labor Code §1777.7 penalties
  7. DIR / DLSE Public Works Manual
  8. City of San Diego OLSE Labor Compliance Packet (2025-10)
  9. LOS-2025-1 Subtrades PWD (Painter training amounts)
  10. Southern Carpenter PWD SC-23-31-2-2025-1
  11. PWCA — Master Your Apprenticeship Contributions
  12. PWCA Comprehensive Consulting (CAC audit mention)
  13. eBacon Reports — CAC / training funds
  14. LCPtracker
  15. CSLB — ~285k contractor licenses
  16. DIR Public Works Contractors responsibilities
  17. DIR Public Works Support Center
  18. Contractors Prevailing Wage (CPW) incumbents
  19. ABC SoCal apprentice wage rates guidance
  20. SoCal LMCC California Prevailing Wage overview

FundRemit Clear blueprint · Generated 2026-07-16 · AI-Native Blueprint Factory · Not legal advice