Path to Product

From POC to shipped

Four phases from validation to shipped product, each gated by an explicit go/no-go signal. $215K seed funds engineering, FCC, three-size mold tooling, a 3-DACVB scientific advisory board, a concierge MVP cohort, and the first 1,000-unit run. Break-even Month 18 at $50K MRR.

Current status — as of 2026-06-19

Completed

✓Market validated (PE pipeline FUND verdict, score 7.1/10)
✓Competitive landscape analyzed: zero autonomous-therapy competitors
✓DACVB systematic-desensitization protocol confirmed as gold standard (VCA, Cornell, ACVB literature)
✓Hardware BOM modeled at @100 / @1K / @10K (total BOM $26.05 @10K; COGS $37.50 @10K; 85% hardware GM at $249 M SKU)
✓Three chassis sizes (S/M/L) specified with shared ESP32-S3 mainboard and firmware
✓Regulatory classification confirmed: consumer training aid, not a medical device (no FDA path)
✓POC site live at pawvlov3.nltlabs.ai for investor + design-partner outreach

Pending

○Seed close ($215K) at the FUND verdict valuation
○Hardware + embedded firmware contractor hiring (Phase 2 kickoff)
○DACVB SAB recruitment (3 members, 1-year retainer)
○Injection-mold partner selection + Shenzhen lead-time lock-in (gates Phase 3)
○Waitlist outbound campaign on storm-belt subreddits + DACVB-referral newsletters

Active phase

Phase 1

Validate

Landing page + waitlist + 15 problem-validation interviews. Outbound to storm-belt dog owners via subreddit partnerships (r/dogs, r/reactivedogs, r/Anxietydogs), DACVB referrals, and 2 newsletter sponsorships (Dogster, The Wildest). Preliminary storm-classifier + dog-state classifier sketched on an ESP32-S3 dev board. Behavioral protocol drafted and circulated to two DACVBs for letter-of-intent review.

Timeline: 60 days
Cost: $0
Go signal: 750 waitlist signups OR ≥30% interview convert-to-pilot rate, plus at least 2 DACVB letters of intent on the SAB.

Rollback triggers

Waitlist signup rate

Threshold: < 40/week by day 30

Action: Pause Phase 2; revisit ICP narrowness and channel mix
DACVB SAB recruitment

Threshold: 0 letters of intent by day 45

Action: Re-scope clinical claims; engage DACVM as fallback; do not advance

Phase 2

Engineering Prototype + FCC

Hardware engineering contract (schematic, PCB rev 1-3, mechanical CAD, DFM review). Embedded firmware contract (storm classifier, MobileNet v3 INT8 dog-pose classifier, motor control, BLE+WiFi stack, dual-bank A/B OTA). Mobile app v0 (pairing, session log, progress chart). 5 hand-assembled functional prototypes for SAB review and a 5-home concierge intake. FCC Part 15B + 15C pre-scan and submission. DACVB SAB retainers initiated (3 members, 1-year).

Timeline: 90 days
Cost: $53,000
Go signal: PCB rev 3 functional + FCC pass on first or second scan + 5 prototypes hand-assembled + protocol signed off by 3-member DACVB SAB + concierge cohort observation passes SAB review at week 3.

Use of funds breakdown

Hardware engineering contract (PCB rev 1-3, CAD, DFM) $35,000
Embedded firmware contract (mic + inference + motor + OTA) $8,000
FCC Part 15B+15C pre-scan + lab submission $8,000
Component samples + prototype assembly $2,000

Rollback triggers

Dog-pose classifier top-1 accuracy

Threshold: < 85% (target 92%); calm-state precision < 95%

Action: Pivot to cloud-required inference; extend timeline 4-6 weeks for retraining
MEMS storm-classifier false-positive rate in real homes

Threshold: > 30% false sessions triggered by household noise

Action: Re-tune FFT parameters + lengthen 3-second confirmation window; do not advance to Phase 3
FCC Part 15C scan result

Threshold: Fail on first scan with RF emissions > limit

Action: Reserve 30 days + $3-5K remediation; do not ship production units without full compliance

Phase 3

Tooling + Concierge MVP

Injection-mold tooling for 3 chassis sizes (Shenzhen partner, 8-12 week lead time, dominant timeline risk). PCBA manufacturing setup. 5-home concierge MVP cohort with SAB-supervised observation across a full storm-belt season. Year-1 DACVB SAB retainers balance. Year-1 product-liability + compliance insurance. Packaging design + initial print run.

Timeline: 120 days
Cost: $114,000
Go signal: Mold T1 samples pass functional + acoustic spec (<40 dB at 1m on dispense) + concierge cohort shows measurable calm-classification % improvement at week 6 in ≥3 of 5 homes + insurance bound.

Use of funds breakdown

Injection-mold tooling (3 sizes @ ~$35K each) $105,000
DACVB SAB year-1 retainer balance (3 members) $12,000
Concierge MVP program (5 households, supervised intake) $9,000
Product-liability + compliance insurance (year 1) $6,000

Rollback triggers

Mold T1 acoustic spec on dispense

Threshold: > 45 dB at 1m (target < 40 dB)

Action: 30-day acoustic-foam chamber redesign + T2 sample budget; do not commit production tooling
Injection-mold partner lead-time commitment

Threshold: > 14 weeks (exceeds Phase 3 plan)

Action: Stage 30% deposit ASAP to lock timeline; accept Month 24+ launch; brief investors on slip
Concierge cohort calm-classification improvement at week 6

Threshold: < 3 of 5 homes show measurable improvement

Action: Pause Phase 4 launch; SAB protocol review; collect 4 additional weeks of data before commit

Phase 4

First Production Run + Launch

First 1,000-unit production run. DTC launch on pawvlov3.nltlabs.ai with SEO + paid search targeting 'dog anxiety', 'thunder phobia', 'fireworks anxiety'. Influencer + DACVB-referral channels. Customer support ops (1 FTE-equivalent). Production ramp 100 units/month (M13) → 300 units/month (M18). Subscription onboarding flow + Stripe billing. Retail conversations (Chewy, Petco, Amazon) initiated in parallel.

Timeline: 90 days to launch + 6 months to scale
Cost: $48,000
Go signal: $50K MRR by Month 18 (200+ hardware units/month at $249 avg + 500-700 active $9.99/mo subscriptions) + return rate < 3% + NPS > 50 + CAC < $40 + LTV > $180 + LTV:CAC > 5:1.

Use of funds breakdown

First 1,000-unit component buy (BOM @1K) $26,050
Launch marketing + paid search (CAC budget) $17,000
Customer support + ops hiring $4,000
Reserve / contingency $950

Rollback triggers

Customer acquisition cost (paid + organic blend)

Threshold: > $60 CAC (target < $40)

Action: Pivot from paid search to DACVB-referral + influencer; extend ramp timeline
Return rate (defect or dissatisfaction)

Threshold: > 5%

Action: Halt production ramp; root-cause within 14 days; do not advance beyond 200 units/month until < 2%
Iatrogenic safety event

Threshold: Any verified case in field telemetry or owner report

Action: Immediate OTA halt of dispense; SAB review; recall reserve from insurance; brand-trust playbook activated

Capital Required — $215,000

18 months to break-even at $50K MRR (200+ units/month at $249 avg M SKU + 500-700 active $9.99/mo subscriptions)

Use of funds	Amount
Hardware engineering contract (PCB rev 1-3, CAD, DFM)	$35,000
Embedded firmware contract (mic classifier, dog-pose inference, OTA)	$8,000
Injection-mold tooling (3 chassis sizes)	$105,000
FCC Part 15B + 15C certification + lab submission	$10,000
First 1,000-unit component buy (BOM @1K)	$26,050
DACVB scientific advisory board (3 members, 1-year retainer)	$12,000
Concierge MVP cohort (5 households, supervised intake)	$9,000
Product-liability + compliance insurance (year 1)	$6,000
Reserve / contingency	$3,950
Total raise	$215,000

Full financial model — cash flow milestones and sensitivity table — available on the investor brief.

Partner profile

Who we are looking for

Consumer hardware operator who has shipped a $20M+ connected-pet, smart-home, or behavioral-tech device through Shenzhen tooling and US retail, with existing relationships at a top-tier injection-mold partner and a DACVB veterinary behaviorist (or two). Subscription + hardware unit-economics experience required.

Ideal background: Ex-Furbo / ex-Whistle / ex-Petlibro head of product, OR an ex-Tonal / ex-Peloton hardware lead with side interest in pet wellness. Comfortable with hardware + subscription stack, FCC + UL compliance, and DTC + retail GTM. Storm-belt dog owner themselves so they live the use case.

Apply for the storm-belt beta cohort →