Kenny AIProduction Studio
Production Studio · Investor & Partner Brief

The studio that manufactures the dog world — and turns it into verified demand.

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.

6
specialized studios — from platform code to the on-screen Cast
205
breed plates produced for $3.24 — the whole AKC studbook, one recipe
~375
unique Breed Ambassadors — one per breed across the registry union
$100B
U.S. dog economy the verified graph sits inside ($175B all-pet)
The produced library — real output, master's-eye cleared Built
01 — The shape

One system. Every served entity. A graph that flows up.

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.

▲ verified behavior upauthority down ▼
RegistryAKC · FCI · UKC · BBR · SABBSconformation + single-breed registries
Breed ClubAmerican Boerboel Clubgovernance · breeder directory · flagship identity
BreederMaximo's Kenneldogs · litters · brand · sales
OwnerVerified HouseholdDOV ownership · KYD spend

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.

The intelligence isn't any one site. It's the system holding and moving the verified relationships across Registry ↔ Club ↔ Breeder ↔ Owner. That graph is the moat.
02 — The Production Studio

Six specialized studios — each a David by focus — that produce the dog world once and reuse it forever.

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.

A "David" is the output standard — an individualized masterpiece, never generic template output.

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 David media types — every produced asset is 85% breed-universal + 15% specific
GRAPHIC

Graphic David Plate

The annotated illustrated-standard plate (male / female). 85% the breed standard · 15% the breed's David. The 205 plates are these.

PHOTOREAL

Photoreal David

The hero / portrait register — emotion, "that's my dog." 85% hero register · 15% breed-representative or the real owned dog.

MEDIA

WO#3 Media Set

The fixed 6-shot conformation set (front · side · back · head · move), AI-watermarked. 85% the fixed set · 15% the individual owned dog (ingested).

MOTION

2D Gait Loop

The illustrated ideal in proper movement. 85% illustrated ideal · 15% the breed's gait.

STUDIO · ENG

Engineering & PM

The orchestration brain (Claude) — the component system, the workflows, the Assembler, the platform code that composes every tenant.

Built Assembler · Spec'd
STUDIO · WEB

Web & Mobile Design

The design-system discipline. A runnable agent + a real shared component system behind every tenant application.

Built
STUDIO · IMAGE

Image Design

Stills & the still library — the 205 plates, hero frames, merch. Model bench: nano-banana-pro · gpt-image-2 · Recraft · FLUX.

Built
STUDIO · MEDIA

Media & Motion

Cinematic video (Higgsfield) — attractor films, promos, commercials, ABA talking-video. Veo · Seedance · Kling · Gemini-Omni · ElevenLabs voice.

Spec'd · validated
STUDIO · STORY

Storytelling

The showrunner / creative director — director-in-cinema plus personality engineer. Authors each Ambassador's Soul-ID and backstory.

Spec'd
STUDIO · SOUL

Personality Design

The Soul-ID science — HEXACO, temperament, attachment, attraction-mechanics, evidence-graded. The engine behind the Cast.

Spec'd

The proof: the whole studbook, for pocket change

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.

record → prompt → render knockout + provenance watermarked · standard-true

The production budget

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 assetCostState
Breed plate (each)$0.015Built
Full visual set / breed~$5.55Spec'd
ABA hero video (60s)~$17Validated ×1
Whole produced moat (×202)~$25.6kRoadmap

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 model × feature × studio matrix

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.

DeliverableStudioModel / engineIdentity~Cost
Breed plate & stillsImagenano-banana-pro · gpt-image-2reference-locked$0.015
ABA presenter (talking)Soul · Mediagemini-omni (7-ref)Soul-ID locked24cr / 8s
Attractor film (10–60s)Story · Mediaseedance-2.5 · veo-3.1Box-Office star32.5cr
Commercial (brand film)Media · Cinemaveo-3.1 · kling-3.0brandmetered
Promo / social adMedia · MarketingURL→Ad · 40+ hook formatsmetered
VoiceMediaElevenLabs (text2speech-v2)per-ABA voice0.3cr
Web applicationEng · Webcode + 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.

03 — The Cast

Every breed gets an Agentic Breed Ambassador — a first-daughter who never sleeps.

~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.

The Boerboel Agentic Breed Ambassador — cohort-zero
Cohort-zero · the Boerboel Breed Ambassador · Soul-ID 8e956609 Produced · David-locked
The Ambassador, in motion · 8-sec clip · voice via ElevenLabs

Cohort-zero: the Boerboel first-daughter

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.

The First-Daughter template: the 85/15 doctrine applied to the Cast.

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.

What each Ambassador does — on every site, at once

TEACH

Breed Curriculum

The AKC standard point-by-point, Meet-the-Breed, fit-check, health — the illustrated curriculum, delivered by a face.

FILM

10 / 30 / 60-sec videos

Short breed videos for every surface and platform — consistent across every clip via her Soul-ID.

ANSWER

Message-board chatbot

Runs the Q&A on Club and Kennel message boards — the always-on knowledgeable presence in the community.

MIGRATE

Social migration posts

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

04 — The Acquisition Engine

Stage-1 diversion: move the audience you already have onto ground you own.

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.

$2.45
projected CAC per verified owner (off Max's real baselines)
$2–5
MRR per verified owner / month
~1 mo
payback — then a durable, near-zero-ongoing-CAC relationship
6
standing campaigns — two per platform, run continuously
CONNECT

Own ad accounts

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.

DIVERT

The migration funnel

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.

GROW

New-follower campaigns

Three New-Followers campaigns grow the audience with the unbranded attractor. Both streams run continuously — no quick-harvest, optimized for total verified conversion.

Deploy ≠ produce — and nothing spends without approval

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.

Operator surface · prototype Commercial + ident produced Attractor · produce pending
The attractor is not an ad — it's the breed, being the breed.

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.

05 — The machine behind the studio

A component system, three workflows, and a runbook that turns a signup into a live tenant.

WORKFLOW 1 · CAPEX

Universal

BDD → built block (the 85%, reusable ×N)
  1. Spec the block (child of the SDD)
  2. Build through the owning Studio
  3. Honesty-gate — no invented data
  4. Register to the Assembler
  5. Publish to Kenny AI Labs
WORKFLOW 2 · COGS

Production

record → banked asset (per-asset cost)
  1. Spec the render / shot list
  2. Fill the prompt from the record
  3. Render · knockout · provenance
  4. Master's-eye gate
  5. Bank it (reusable + intelligence)
WORKFLOW 3 · RUNS MOST

Instance

signup → live tenant · ~$5–30 setup · $0 runtime target
  1. Intake · mirror the client's own site
  2. Diverge identity · author the 15%
  3. Billing · provision the VPS
  4. Assemble (85% + client 15%)
  5. Publish · connect · go live

The Component System

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.

  • The shared design system + data bundle is real — it renders the live tenant.
  • Today the tenant is assembled by hand; the automated Assembler is specified.
Component map · Built Assembler · Spec'd
The one automation gap, named honestly.

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.

06 — What's built and runnable today

The AKC Breed Builder — a real tenant, a real library, real data.

The clickable proof. Not a deck — files an investor can open.

TENANT

Maximo's Kennel

A 24-page breeder web application — home, breed reviews, reserve, kennel-talk, merch, account, admin — on a real shared design system.

Built
CURRICULUM

204 breeds, full

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.

Built
LIBRARY

The Breed Library

A searchable, group-filtered picker over all 205 breeds, each with its produced plate and a full Breed Review page.

Built
The honesty gate is load-bearing, not decorative.

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.

07 — Three client types, one real breeder

The whole model validates on one person: Max Tran.

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).

REGISTRY

BBR & SABBS

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.

Component built Values pending
BREED CLUB

American Boerboel Club

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.

Documented
BREEDER KENNEL

Maximo's Kennel

The flagship — 24 pages, a full brand system, the "an account, not a checkout" reservation doctrine. The most complete build.

Built Transacting · Spec'd

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.

08 — The expansion

The breed universe is far bigger than AKC — and the shape already holds it.

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).

RegistryArchetypeBreeds capturedState
AKCConformation205 builtBuilt
FCIConformation364 rosterRoadmap
UKCConformation377 rosterRoadmap
BBR · SABBS · …Single-breed appraisalrostersRoadmap
Conformation registries are "pour new data into the existing shape." The machinery is 100% reused; only the ~15% data model differs.

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.

09 — From studio to verified owners

How a produced web app manufactures a verified dog-owner household.

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.

The web application is the on-ramp; the audience it carries is the payload. Kenny AI gets paid to build the funnel that fills the verification machine — customer acquisition at negative cost.

DOV — the Check Spec'd · 0% built

"Are you a real, current dog-owning household?" — a two-factor AND-gate that mints a portable credential.

Factor 1active consumption
A fulfilled dog-food subscription shipment, read from Kenny AI's own Amazon seller data.
Factor 2proof of personhood
Phone-possession + liveness (Twilio) — a real, contactable person.
Mintboth true
A W3C verifiable credential — "Verified Active Dog Household" — re-minted monthly on the billing cadence.

KYD — the Track Spec'd · 0% built

"What does the household spend across the whole dog economy — verified against service?"

Aggregateconsent-based
The owner connects accounts (Plaid) for a rebate — data collection becomes a gift, not a surrender.
Classifydirectional
MCC tags the dog-economy slice — a signal, never called "verified" on its own.
Verifyagainst service
Match to a vet PIMS / groomer POS / SKU receipt → a tier-stamped spend record. That tier is the moat.
The rebate lands instantlyRailNote
DefaultPush-to-card (Visa Direct)pays the debit card in the owner's wallet — the Apple Cash substitute
Bank-instantRTP / FedNowthe Zelle substitute (Zelle has no API)
WalletPayPal / Venmo Payoutsthe only self-serve wallet API
Fronted fromKenny 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.

10 — The opportunity

What a verified household is worth — and why acquisition pays for itself.

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.

The demand anchor

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.

CategoryAnnualVerifies via
Food & treats$450–1,300SKU / FBA
Routine vet$200–650PIMS
Preventative meds$100–500SKU / PIMS
Grooming$190–720POS
Boarding / sitting$100–700POS
Toys / beds / extras$100–300SKU
Total household~$2,655the 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.

Three rails, per verified household / year

Dog food FBA seller margin
$36–84
Rebate-flow clearing + float
~$16
Market data aggregate panel, ~100% margin
$10–60
Blended, mature
$80–130

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 only business where you get paid to acquire the users you then monetize.

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.

The machine at scale Illustrative

PenetrationVerified householdsBreeder apps neededFood marginRebate-flowMarket dataBlended /yr
Beachhead150k~60$5–13M~$2.4M$1.5–9M$12–20M
Growth500k~200$18–42M~$8M$5–30M$40–65M
Scale1M~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.

Valuing the data honestly

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.

What we deliberately do not claim.

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.

11 — Where it stands

Built today, specified next, roadmap beyond — nothing blurred.

Built & runnable

  • 205 breed plates · the whole studbook
  • 204 full curriculum records + the Library
  • Maximo's 24-page tenant + shared design system
  • Image & Web Studios · 4 agents · 2 skills
  • Systems Atlas · Instance Runbook

Specified next

  • The Assembler ($0-runtime composer)
  • The Cast — cohort-zero Boerboel ABA built
  • DOV + KYD + rebate/clearing rails
  • Story & Personality studios · Media/Motion
  • Reservation / transacting surfaces

Roadmap

  • ~375 Ambassadors across the registry union
  • FCI / UKC / single-breed builders (rosters in hand)
  • The whole fleet — one view
  • Market-data panel (scale-gated)
  • Open legal memos (licensing · FCRA)
A profitable acquisition engine — the web-app studio and its Cast — that fills a verified-household data machine monetized three ways: food margin, rebate-flow, and market data. The studio is built. The machine it feeds is the opportunity.