One Trinity · Museum Operating System

Collector Services — Business Plan & Feasibility

Turning undocumented collections into verified, insurable, sellable assets — an AI-native service in a mandated, self-refreshing market no one has industrialized.

Confidential — for Mike Ruibal & Jonathan Hoeflinger · powered by MOS · flagship engagement: the Charles Trois collection, Brady TX

The verdict, first

The collection is the catalyst. MOS is the engine. Trust is the product. Collector Services is the business.


Every valuable collection must eventually be inventoried, valued, insured and passed on — and almost none are documented. We do that work, done-for-you, to museum standard, powered by MOS — then route to the credentialed expert who signs. We never certify value ourselves; that discipline is what makes the record trustable and insurable.

$2.56T
art & collectible wealth held by the ultra-wealthy (Deloitte, 2024)
$124T
passing to heirs by 2048 — every estate must inventory & appraise
34%
of collectors use ANY system to document their collection
~72%
gross profit — delivery cost barely moves as price scales

Why this wins — three things at once

Real

A real collection

The Charles Trois collection (firearms, frontier objects, Native American artifacts, Brady TX) — our flagship engagement and living proof.

Live

A live engine

MOS is built and working today: photo → catalog → provenance → protected imaging → trust dossier, to museum standard.

Mandated

A mandated market

Probate makes the work legally required on ~1.24M estates a year — recurring forever, and no one has industrialized it.

How much money. Base case ≈ $540K → $1.05M → $1.63M over three years at ~72% gross profit; ~$3.6M by Year 3 if the connector lands institutional anchors. The delta is almost entirely the sales connector. See Feasibility.
Business Plan

The model, the market, and the way in.


What we sell

Done-for-you: inventory & catalog (museum standard, in MOS) → photograph & protect (encrypted masters, watermarked previews) → provenance researchdue-diligence dossierroute to the expert who signs (USPAP appraiser · ATF for firearms · NAGPRA counsel for Native items). We document and coordinate; we never certify value or authenticity.

Revenue engines

EngineWhat it isEconomics
Per-object tiersA $35 registry · B $75 complete · C $150 museum-grade~86% GM
Collection engagementsFixed-fee for estates & serious collectors (the workhorse)$9K–225K · ~88% GM
MOS subscriptionLiving registry attached to every engagement$50–500/mo · recurring
Annual re-verificationCondition & value update~15% of engagement
Collector ClubMembership, cross-sell, access$500–2,500/yr

The recurring layer is the enterprise-value engine: one-time services are worth ~1–1.5× revenue; recurring ARR is worth 4–8×. Treat every engagement as customer-acquisition for the subscription.

The whitespace — no one is here

WhoWhat they doAI photo→catalog
Institutional software (TMS, Axiell, Argus)Museum databases, multi-year rolloutsNo
Collector apps (Artwork Archive, CatalogIt)Store records — you do the workNo
Estate-admin (EstateExec, Atticus, ClearEstate, Alix)Tasks, accounting, filings — objects are line-itemsNo
Authentication AI (Art Recognition)Analysis, not cataloging (~$2,200/work)No
Collector Services (us)Done-for-you catalog + provenance + trustYes

Incumbents are only now chasing AI (a 2025 merger, Artlogic + ArtCloud, was struck expressly to buy it). The window is open and closing; the moat is proprietary comparables data + workflow lock-in + the liability-safe posture insurers require.

Probate — the mandated channel

When someone dies, the executor is required by law to file a court inventory & appraisement of the estate's property, including art and firearms. ~3.1M US deaths/year → ~1.24M estates through probate → ~309K with meaningful collectibles. It recurs with every death, forever.

Beachhead

California

The only major state that mandates a state-appointed appraiser — ~123 Probate Referees who run on spreadsheets. Be their tool; output the court-ready DE-160.

Sharpest wedge

Firearms in estates

~520K probated estates/yr contain a gun. No national registry exists; unregistered NFA items are a felony. MOS's ATF routing solves the scariest step — exactly the Trois collection.

The door

Fiduciaries first

PFAC (1,200 licensed CA fiduciaries, personally liable for the inventory) + estate attorneys + county Public Administrator MSAs (they already outsource: LA→CWS, OC→I-15).

Honest framing: a court cannot endorse a brand (judicial ethics). "Official instrument" means being the referee's tool + the accepted filing format + an approved county vendor + association-endorsed — never "court-endorsed."

Go-to-market — the connector is the dial

A rainmaker who opens museums, auction houses, dealers, family offices and estates shifts the mix up-market and is the single biggest lever: 15% commission on a recoverable draw, ~20–30% close on warm intros, ~$1–3M bookings each — and each additional connector ≈ +$1–3M/yr, near-linear. Point them at estates and serious collectors first (proven, high-ticket, cash now).

The phased vision (the venue is one channel, not the business)

Phase 1

Flagship + Services

The Trois inventory + Collector Services live; optionally the American Heritage Experience flagship in the Fort Worth Stockyards as showroom.

Phase 2

Collection Intelligence Center

Vaults, conservation, MOS HQ, the B2B services hub — in a low-cost building.

Phase 3

Scale the platform

MOS licensed to museums, auction houses and family offices worldwide; the probate channel productized.

Feasibility

The numbers — move the sliders.


Collector Services — how much it can make

ScenarioYear 1Year 2Year 3Gross profit
Conservative$208K$450K$710K~72%
Base$540K$1.05M$1.63M~72%
Aggressive (institutional anchors)$1.17M$2.25M$3.6M~72%

Unit economics (86–88% GM): small collector $9K · serious collector $50K · estate $45K · family office $90K + $24K/yr · museum/auction $225K. TAM ≈ $10.3B one-time + ~$1.8B/yr from estate turnover; the probate inventory service alone is a ~$600M/yr serviceable market. The market is not demand-constrained — it is sales- and delivery-throughput constrained.

The American Heritage Experience venue — flagship feasibility

If you also run the physical flagship (Fort Worth Stockyards, 5,307 SF + patio). Move the sliders — rent, visitors, ticket, build-out — and watch break-even, EBITDA, payback and ROI.

Confirm NNN vs gross & whether the patio is included
≈ 1% of district traffic · throughput ceiling ~180,000
Lean fit-out — not a $2.5–5.5M museum build
Total revenue
Break-even
EBITDA
Payback
Annual ROI (stabilized)

Assumptions: patio at half interior rate + NNN; retail 20% attach @ $50 (50% COGS); patio F&B + events ≈ $950K (35% COGS); Collector Services ≈ $400K; memberships ≈ $250K; labor + marketing + insurance + tech ≈ $2.5M fixed. Stabilized-year, indicative — verify lease terms with the broker.

Blindspots & Risk

What could go wrong — and how each is handled.


Every material risk, ranked, with a designed mitigation and the named professional who carries the accountable sign-off. Honesty is the product; a sharp partner should see we've already found these.

RED
gate

1. Collection value is unverified

The "$1B" is a claim. Building capital or equity on an unproven number is the classic amateur mistake.

Mitigation: Phase 0 inventory + independent USPAP appraisal before any capital; the number stays out of the cap table; we never represent value.

Sign-off: independent USPAP appraiser.

RED
gate

2. Native American items — NAGPRA & provenance

Funerary/sacred/patrimony items and looted-origin objects carry legal and reputational exposure; some may be un-displayable and un-sellable.

Mitigation: provenance researched per item; route to tribal expertise + legal counsel; only cleared items are displayed or sold; flag "questioned," never "authentic."

Sign-off: NAGPRA/cultural-property counsel + tribal consultation.

AMBER

3. Firearms — ATF / NFA compliance & security

Unregistered NFA items are contraband (felony); estates and displays need vault-grade security.

Mitigation: ATF routing built into MOS (Form 5, NFRTR checks); security & insurance-grade handling; the compliance step becomes a selling point, not a liability.

Sign-off: FFL/ATF counsel.

AMBER

4. Venue rent ($153/SF) & ticket throughput cap

Premium rent + a physical ceiling (~150–180K tickets/yr) can crush a ticket-dependent venue.

Mitigation: negotiate percentage rent / Year-1 abatement; lean capex; multi-engine revenue (retail, patio, events, Collector Services) — tickets reach break-even, the rest is profit. The venue is a channel, not the business.

Sign-off: broker (NAI Robert Lynn) on real lease terms.

AMBER

5. Sales throughput ceiling — services sell 1:1

One connector tops out ~$3M; growth is human-gated.

Mitigation: each connector ≈ +$1–3M linear → add connectors; productize the sales motion; the recurring subscription layer compounds underneath.

Owner: One Trinity (hire/lock connector first).

AMBER

6. Delivery & expert bench bottleneck

Credentialed USPAP/ATF/NAGPRA signers are finite; if engagements outrun experts, delivery stalls.

Mitigation: build the expert bench ahead of the pipeline; experts are pass-through billed to the client, not on our P&L.

Owner: One Trinity operations.

AMBER

7. "Official instrument" is a positioning trap

Courts cannot endorse a private vendor (judicial ethics); claiming "court-endorsed" is false and gets rejected.

Mitigation: be the referee's tool + the accepted filing format + an approved county vendor + association-endorsed. Market "approved vendor / accepted format," never "court-endorsed."

Owner: One Trinity + legal review of all claims.

AMBER

8. Liability on value / authenticity (E&O)

Emitting a value or authenticity opinion is uninsurable exposure for an AI-driven service.

Mitigation: the core doctrine — we document evidence and route to the credentialed expert who signs; disclaimers in the dossier and contract; MOS never emits the opinion.

Sign-off: the accountable licensed professional, always.

GREEN
edge

9. Competitive window

Incumbents are moving toward AI (2025 merger; Christie's Ventures backing art-AI). We are early, not alone.

Mitigation / edge: speed + a proprietary comparables moat that compounds per job + the liability-safe posture they don't have. First mover with real data wins.

Owner: One Trinity — velocity.

The Right Questions

What a sharp partner should ask — and our honest answer.


Is the collection really worth what's claimed?

Unknown — and we won't pretend. Phase 0 inventory + independent appraisal replaces the claim with a defensible, insured number before any capital moves.

Is the demand real or wishful?

Real and mandated: every probated estate must inventory & appraise its property by law; insurers require the same dossier; ~1.24M estates/yr. It's not a market we create — it's one we serve.

Why hasn't someone already done this?

Institutional software has no AI; collector apps only store; estate-admin tools treat objects as line-items; appraisers work by hand. AI photo→catalog done-for-you for the private/estate middle is greenfield — and the window is closing.

What does the capital actually fund?

First a bounded Phase 0 (verify the collection, clear it legally, prove the P&L). If green, the build/scale. Staged tranches gated by milestones, with a preferred return.

Where's the durable value — services or software?

Services pay the bills (~72% GP, cash now); the MOS subscription layer builds a 4–8× ARR asset underneath and is the real enterprise value. Every engagement seeds it.

What's the single biggest lever, and the single biggest risk?

Both are the connector: sales throughput is the binding constraint and the growth dial. Lock the rainmaker first; each one is near-linear +$1–3M.

The one move. Fund Phase 0 — inventory the Trois collection, clear it (ATF/NAGPRA), verify the value, prove the P&L. It de-risks everything downstream for a bounded check, and it's the living proof that sells the next twenty engagements. Phase 0 starts August 2026.