Kenny AI is a completed, agentic production studio: it manufactures the entire dog world — every breed rendered, an agentic ambassador cast for each, and a world-class web application built for every registry, club, and breeder — then routes the audience those surfaces carry into verified dog-owner households. The studio is the engine. Verified households are the asset. This brief walks the whole machine, front to back, and ends on the economics.
The same built-once machinery serves a Registry, a Breed Club, and a Breeder Kennel — each getting its own 15%. Authority (recognition, standards) flows down the hierarchy; verified behavior (ownership, spend) flows up. The websites are the on-ramp; the verified graph is the destination.
A breed isn't in one registry — it carries recognition across many. The Boerboel is AKC #112, plus UKC, plus the single-breed appraisal registries (BBR, SABBS) — one record, several registries, none merged.
Two registry archetypes run on one machine: conformation registries (AKC · FCI · UKC — registry and club kept separate) and single-breed appraisal registries (BBR, SABBS — where the registry is the parent club). The system surfaces every single-breed registry the same way, as they're dug in.
From the platform's code to the on-screen Cast, every discipline is a specialist. The studio takes a data record and manufactures a banked asset — reusable output (Bank 1) and market intelligence (Bank 2). Proven at the scale of the entire AKC studbook.
Like Michelangelo's David: the client's breed or brand made unforgettable, produced to the Secretariat threshold (an asset, not a gimmick). Every David carries the 85% shared craft + the 15% that makes it this breed, this client. A work order isn't done until its output is a David — and each of the six studios reaches that bar by focus.
The annotated illustrated-standard plate (male / female). 85% the breed standard · 15% the breed's David. The 205 plates are these.
The hero / portrait register — emotion, "that's my dog." 85% hero register · 15% breed-representative or the real owned dog.
The fixed 6-shot conformation set (front · side · back · head · move), AI-watermarked. 85% the fixed set · 15% the individual owned dog (ingested).
The illustrated ideal in proper movement. 85% illustrated ideal · 15% the breed's gait.
The orchestration brain (Claude) — the component system, the workflows, the Assembler, the platform code that composes every tenant.
The design-system discipline. A runnable agent + a real shared component system behind every tenant application.
Stills & the still library — the 205 plates, hero frames, merch. Model bench: nano-banana-pro · gpt-image-2 · Recraft · FLUX.
Cinematic video (Higgsfield) — attractor films, promos, commercials, ABA talking-video. Veo · Seedance · Kling · Gemini-Omni · ElevenLabs voice.
The showrunner / creative director — director-in-cinema plus personality engineer. Authors each Ambassador's Soul-ID and backstory.
The Soul-ID science — HEXACO, temperament, attachment, attraction-mechanics, evidence-graded. The engine behind the Cast.
The Image Studio rendered 205 breed conformation plates — the complete AKC studbook — through one locked recipe, no per-breed prompt tuning, each true to the breed standard and its official AKC illustration. A master's-eye pass cleared 142 of 142 new plates as breed-accurate (it caught the hard look-alikes: Wire vs. Smooth Fox Terrier, Norfolk vs. Norwich, the three Belgians).
Modeled cost was ~$18. Actual, verified on the billing dashboard: $3.24 — about $0.015 a render. That gap — modeled vs. billed, reconciled — is the discipline the whole cost model runs on.
The Higgsfield-SA is the studio's intake gate: every creative work order is planned, costed, and de-risked before a credit is spent. What the produced moat costs, itemized:
| Produced asset | Cost | State |
|---|---|---|
| Breed plate (each) | $0.015 | Built |
| Full visual set / breed | ~$5.55 | Spec'd |
| ABA hero video (60s) | ~$17 | Validated ×1 |
| Whole produced moat (×202) | ~$25.6k | Roadmap |
This budget is the AKC studbook only (×202). Produced once, amortized across every tenant and registry; the full registry union (~375 breeds) scales proportionally to ~$47k — still a one-time marginal cost, not a recurring line.
The right engine for each deliverable, with its identity method and metered cost — the map the intake gate reasons over so every asset ships as a David without heroics.
| Deliverable | Studio | Model / engine | Identity | ~Cost |
|---|---|---|---|---|
| Breed plate & stills | Image | nano-banana-pro · gpt-image-2 | reference-locked | $0.015 |
| ABA presenter (talking) | Soul · Media | gemini-omni (7-ref) | Soul-ID locked | 24cr / 8s |
| Attractor film (10–60s) | Story · Media | seedance-2.5 · veo-3.1 | Box-Office star | 32.5cr |
| Commercial (brand film) | Media · Cinema | veo-3.1 · kling-3.0 | brand | metered |
| Promo / social ad | Media · Marketing | URL→Ad · 40+ hook formats | — | metered |
| Voice | Media | ElevenLabs (text2speech-v2) | per-ABA voice | 0.3cr |
| Web application | Eng · Web | code + design system | — | $0 runtime* |
*$0-runtime once the Assembler is built; today the studio's orchestrator assembles each tenant with agent tokens. Credits are the live Higgsfield metering unit.
~375 unique Ambassadors, one per breed across the registry union (AKC · FCI · UKC). Each is an agentic actor with a developed personality — cast, Soul-ID-locked, and seasoned by the system — who teaches, presents, and answers, on every club and kennel site at once.
A 25-year-old Cape Town waterman — 6th-generation Boerboel breeder, PhD researcher, D1-level athlete — raised in the whelping box and on her family's Bonsmara seed-stock cattle ranch. Two breeding-selection heritages give her the eye the Standard is taught from. Black hair, blue eyes, sun-kissed; hoodie and shorts. Built through the David method, blind-test credible, then Soul-ID-locked.
A hard-coded archetype (the shared 85% soul — identical across all ~375) + a culture-grounded randomizer (the 15% per-breed heritage, look, and backstory). Authoring ~375 ambassadors becomes instantiate the template, not 375 from-scratch builds.
The AKC standard point-by-point, Meet-the-Breed, fit-check, health — the illustrated curriculum, delivered by a face.
Short breed videos for every surface and platform — consistent across every clip via her Soul-ID.
Runs the Q&A on Club and Kennel message boards — the always-on knowledgeable presence in the community.
The between-the-lessons content that pulls the breed's audience onto owned ground and toward verification.
Build-state: the template and casting method are authored; cohort-zero (the Boerboel) is produced and David-locked (stills reliable; talking-video validated on one breed). The ~375 build scales with the media-tool standup — Roadmap
The breeders built their audience on rented land that bans selling puppies. This engine deploys the breed's attractor as traffic ads across Meta, TikTok, and Google, diverts them to the owned site, and verifies them — optimizing for unique verified owners, not rented impressions.
Runs the client's own Meta / TikTok / Google accounts via native APIs — stamps UTM (no PII), measures server-side (CAPI / Enhanced Conversions), reports CAC-per-verified-owner vs. MRR.
Three Website-Traffic campaigns move existing followers → the owned site → verification. The diversion is the MRR event; baselines are bot-discounted ~15% so targets are real, not vanity.
Three New-Followers campaigns grow the audience with the unbranded attractor. Both streams run continuously — no quick-harvest, optimized for total verified conversion.
The engine never generates a clip. It deploys the Studio's produced attractor (unbranded breed cinema) plus the client's real-dog proof media (honesty-gated, watermarked — the WO#3 15% inventory), and measures. Every campaign is operator-approved before a dollar is spent.
Every reservation (Lane B) and merch order (Lane A) is tracked as verified spend → KYD. The breeder keeps 100% of the sale; the platform banks the intelligence.
Modeled on single-subject wildlife film (a tiger being a tiger) — HD, no narration, no sell — the cheapest, most shareable media class in the system. It recruits strangers past the fandom; the branding and the UTM link live in the post, never on the film.
Three tiers, coarsest to finest: 50 blocks (router, assembler, the DOV/KYD/rebate rails, reservation, community…) compose into 45 reusable components (breedCard ×202, the Breed-Review renderers, dogCard…), surfaced as 14+ product capabilities (breed review, reservation, Kennel Talk, merch, acquisition…). One record → one renderer → many surfaces.
Workflow 3 is designed for $0 runtime — deterministic code composes each site. That composer (the Assembler) is spec'd, not built, so today the studio's orchestrator assembles each tenant with agent tokens. Building it is the highest-leverage capex on the roadmap: it converts "hand-assembled per client" into "product, not agency."
Systems Atlas and the Instance Runbook — the two process documents that define this machine, stage by stage with owners, gates, and SLAs — exist and are current.
The clickable proof. Not a deck — files an investor can open.
A 24-page breeder web application — home, breed reviews, reserve, kennel-talk, merch, account, admin — on a real shared design system.
The entire studbook as owned records — 16 AKC traits, vitals, the clause-by-clause standard, recognition — every field sourced from AKC, nulled where silent, never invented.
A searchable, group-filtered picker over all 205 breeds, each with its produced plate and a full Breed Review page.
Every breed record is verified against AKC and reads its own build-state. Where the source is silent — a rank AKC no longer publishes, an origin its data gets wrong — the field is null or corrected on the record with the reasoning stamped, never fabricated. That discipline is what a technical partner can audit.
The generalized machinery serves all three served entities — proven on a single real operator across both registry archetypes. That's the honest strength, and its honest limit (n = 1).
Single-breed appraisal registries (BBR — the rebrand of NABBR — and SABBS). The appraisal component is wired, rendering honest "pending" states; the BBR rubric was sourced, not invented (11 weighted divisions). Max is a confirmed BBR Senior Appraiser — registry-level authority. The system will surface every single-breed registry the same way.
A culture brief from a live read of the club — the Club archetype (governance, breeder directory, flagship identity) proving the same tool serves an institution, ~85→90% reused.
The flagship — 24 pages, a full brand system, the "an account, not a checkout" reservation doctrine. The most complete build.
Max validates the whole hierarchy on real ground: his Cane Corso is the AKC conformation pilot, his Boerboel spans AKC + BBR appraisal (the registry-collapse case), his Central Asian Shepherd is the AKC-FSS case. One breeder, every archetype.
Recognition is ragged, not nested — the Boerboel is AKC-recognized but not FCI. So the addressable library is the registry union, not any one set. The record spine was already generalized to hold every registry (per-breed primary + a recognition{} map).
| Registry | Archetype | Breeds captured | State |
|---|---|---|---|
| AKC | Conformation | 205 built | Built |
| FCI | Conformation | 364 roster | Roadmap |
| UKC | Conformation | 377 roster | Roadmap |
| BBR · SABBS · … | Single-breed appraisal | rosters | Roadmap |
FCI and UKC are a ~375–500 breed union waiting on data capture, not a rebuild. The single-breed appraisal registries (BBR, SABBS, and every one after) reuse the same machine with a different data shape — an appraisal, not rank/standard. This is the growth surface, shown as roadmap.
This is the hinge of the whole business. The studio's surfaces don't just look world-class — they recruit and verify the audience they carry, and every layer of verification builds a graph nobody else can hold.
"Are you a real, current dog-owning household?" — a two-factor AND-gate that mints a portable credential.
"What does the household spend across the whole dog economy — verified against service?"
| The rebate lands instantly | Rail | Note |
|---|---|---|
| Default | Push-to-card (Visa Direct) | pays the debit card in the owner's wallet — the Apple Cash substitute |
| Bank-instant | RTP / FedNow | the Zelle substitute (Zelle has no API) |
| Wallet | PayPal / Venmo Payouts | the only self-serve wallet API |
| Fronted from | Kenny AI float (FBO) | own-funds advance = lending, not money transmission — the licensing escape hatch |
Kenny AI is the clearing house: the manufacturer funds the rebate but settles on a cycle; the owner is paid now, from float, and the funder settles later. Every DOV/KYD rail is specified in depth and 0% built, gated on an open payments-licensing memo.
The demand is real and measured; the rates that turn it into revenue are contract levers, shown as illustrative bands with sensitivity. Every hard number here is the market's; every modeled one is flagged.
A U.S. dog-owning household spends $1,500–$4,300 a year (~$2,655 mid) across six categories — and every one maps to a KYD verification path.
| Category | Annual | Verifies via |
|---|---|---|
| Food & treats | $450–1,300 | SKU / FBA |
| Routine vet | $200–650 | PIMS |
| Preventative meds | $100–500 | SKU / PIMS |
| Grooming | $190–720 | POS |
| Boarding / sitting | $100–700 | POS |
| Toys / beds / extras | $100–300 | SKU |
| Total household | ~$2,655 | the KYD taxonomy |
Bottoms-up: ~66M dog households × ~$2,655 ≈ the ~$175B all-pet ceiling; dogs are ~57–60% of it → ~$100B dog economy, the anchor.
Food keeps the lights on (thin, operational); the rebate wins the consent; the consent turns the spend graph into the highest-margin rail of the three. Underwriting and direct lending — the Canine Capital NBFI — are a separate, regulated business, deliberately out of this brief.
The Registry & Breed Club apps are $2,500 build + $39/mo; the Breeder app is $1,250 build + $19/mo. Each client pays to be built and hands over its audience for DOV enrollment. A single $1,250 breeder brings ~5,000 followers → at a modeled 2–10% conversion, 100–500 verified households → ~$8k–65k/yr in DOV/KYD, at zero cost of acquisition.
| Penetration | Verified households | Breeder apps needed | Food margin | Rebate-flow | Market data | Blended /yr |
|---|---|---|---|---|---|---|
| Beachhead | 150k | ~60 | $5–13M | ~$2.4M | $1.5–9M | $12–20M |
| Growth | 500k | ~200 | $18–42M | ~$8M | $5–30M | $40–65M |
| Scale | 1M | ~400 | $36–84M | ~$16M | $10–60M | $80–130M |
Breeder apps needed is modeled on Maximo's Kennel — Max Tran's real footprint of ~50,000 followers across Instagram (~42K), Facebook, and TikTok — at a modeled 5% conversion ≈ ~2,500 verified households per kennel. We expect first movers to be exactly these marketing-active Breeder Kennels; the long tail of smaller kennels (median ~5K / platform) converts fewer per app, so the count rises as penetration deepens past the first-mover cohort. At ~400 first-mover kennels, ~1M verified households ≈ $80–130M/yr across the three rails.
The global data-broker market is ~$298B; an American's full commercial footprint fetches ~$215–263/yr from ad platforms. Our panel is a premium slice — verified financial spend, health-adjacent (vet), first-party consented — but it's one vertical, so we take ~14% of the footprint: ~$30/household/yr.
The $6,563/user "AI-harvest" figure is gross value extracted across all of big tech, not a price paid. Quoting it would be the vanity overclaim. And the rebate we pay the owner is precisely our answer to the "data superendowment" — paying a dividend is what makes our data consented, premium, and legal.