What Ranchers Can Actually Win on Their Data

Honest Cattle Research Series — Data & Policy

Ownership is the wrong fight — the law won’t grant it and it wouldn’t help if it did. Access, portability, and consent are winnable, through levers ranchers already hold. A practical ladder, from what you can do this week to what would take an act of Congress.

📅 June 24, 2026 ✍️ By Dirk Adams, with the assistance of AI ⏱️ Read 16 min

Honest Cattle thesis: Stop demanding ownership of your data. The law will not grant it, and a nominal ownership label does not protect you anyway. Demand the three things that actually work — a usable copy of your data, the right to take it with you, and control over how it is reused — and pursue them first through the levers you already control.

Why “ownership” is the wrong demand

The instinct, when a breed association keeps your genotypes or a feedyard platform keeps your closeouts, is to say: that’s my data, I own it. It is an understandable instinct and a losing one.

As the Honest Cattle survey on ownership of cattle genetics and performance data laid out, U.S. law gives you almost nothing to “own.” Performance records and genotype calls are facts, and under the Supreme Court’s decision in Feist (1991) facts cannot be copyrighted by anyone. Congress was asked four separate times to create a European-style database right and declined every time. And even where a contract hands you the word “ownership,” it is usually hollow: whoever holds the residual right to decide the uses the contract did not spell out is the party that actually controls the asset. An analysis of 141 agricultural service agreements found only 19 used the word “ownership” at all, while 122 spoke of “access” and 103 of “control.” The contracts themselves have already moved on from ownership. So should the conversation.

Here is the encouraging part: every modern data-rights regime that actually works gave up on ownership too. HIPAA does not say you own your medical records — it gives you a right to access them. The EU’s GDPR and California’s CCPA are built on access, portability, deletion, and consent, not on property. None of them tried to make data a thing you own, because that framing is a dead end. They granted specific, enforceable rights instead. That is the template for ranchers.

The three things actually worth winning

Strip the debate down and there are exactly three rights that would change a producer’s position:

1. Access and portability. The right to receive a usable, machine-readable copy of the data your operation generates — your carcass and grading results, your performance records, your genotypes — and to take that copy with you to another buyer, lab, or platform. This is the single most valuable right, because it converts your cattle from an anonymous commodity into a documented known quantity you can carry into the next negotiation.
2. Use-limitation and consent. The right to say what happens to your data after it leaves your hands — whether it can be aggregated, sold, or used to build a commercial product, and whether that permission is one-time or perpetual.
3. Deletion and withdrawal. The right to have your data and unused samples returned or destroyed on request.

Notice what is not on the list: a property right in the data itself. Drop it. It is unwinnable and, even if won, would not give you anything the three rights above don’t give you better.

The feasibility ladder

Here is how the available mechanisms rank, from what a producer can do this week to what would require federal action. The lower rungs are where the real near-term wins are.

Rung 1 — Negotiate it into the deal (available now)

The fastest path needs no one’s permission. Negotiate carcass-data return and use-limitation directly into the sale or the genotyping agreement, using the bargaining power a tight cattle market hands you right now. (See the companion piece, Leverage Is Perishable, on why that power is at its peak at the top of the cycle.) The ceiling here is your individual bargaining power — which is exactly what the next two rungs are designed to raise. Part A of the companion model-language document gives clauses you can hand to a buyer or lab.

Rung 2 — Use the governance power you already hold (the overlooked lever)

This is the most underused mechanism in the whole debate. Angus Genetics Inc. is owned by the American Angus Association — a member organization. The same is true across the breeds: the associations that set the data policies are governed by the very producers those policies bind. You do not need a legislature to change a breed association’s data terms. You need a members’ resolution.

A producer-led bylaw amendment or board resolution establishing a “Producer Data Bill of Rights” — guaranteeing members access, portability, consent before commercialization, and deletion — is entirely within the existing governance power of the membership. The reason it hasn’t happened is organizational, not legal: nobody has run the resolution. Part B of the companion model-language document is a template for exactly that.

Rung 3 — Aggregate to flip the bargaining table

What an individual producer can’t extract, a cooperative can. A producer data cooperative pools members’ data and licenses it on the members’ terms; the European platforms JOIN DATA (Netherlands) and DJUSTCONNECT (Belgium) are working models, and the Council on Dairy Cattle Breeding shows the cooperative database can work at national scale here. A marketing alliance can go further and make data return a condition of access to the cattle — terms a single ranch can’t demand but a block of consigned cattle can. Aggregation is how you manufacture the leverage Rung 1 lacks.

Rung 4 — Give certification real teeth

The Ag Data Transparent program already certifies companies against farmer-friendly data principles, but it is voluntary and toothless. It gains teeth the moment buyers, alliances, or — most powerfully — lenders begin requiring certification as a condition of doing business. That is private ordering creating de facto enforcement, without waiting on any statute.

Rung 5 — State legislation (and there is now a precedent)

States can mandate agricultural data access and make it stick. The proof is Colorado’s Consumer Right to Repair Agricultural Equipment Act, signed in April 2023 and effective January 1, 2024. It folded farm equipment into the state’s right-to-repair statute and — critically — added data to the list of resources a manufacturer must hand over to equipment owners. It is enforced by the Attorney General and has already survived a manufacturer’s motion to dismiss in court. Fifteen other states, including Montana and Texas, introduced similar bills, and the Colorado law drew support from groups including the Colorado Cattlemen’s Association.

A state could enact an analogous producer data-access right: any entity collecting performance or genetic data from a producer must furnish a usable copy on request and may not resell or commercialize identifiable data without consent. Montana is a natural venue given the size of its cow-calf sector. The honest caveat: the Colorado law concerns repair data, not performance or genetic data, so it is a structural precedent — proof that a state can mandate ag-data access and defend it — rather than a law that already covers genetics. But it establishes the path.

Rung 6 — Attach it to the federal livestock-market machinery

The natural federal host already exists. The Cattle Price Discovery and Transparency Act — bipartisan, repeatedly introduced, and advanced through the Senate Agriculture Committee by voice vote, though not yet enacted — already mandates faster reporting of carcass weights and a public contract library. Everything in it, however, operates at the aggregate market level. The targeted addition would be a provision requiring that individual carcass and grading data be returned to the producer of origin.

The feasibility case is sitting in the record: the pork industry obtains market-ready animal data the morning after harvest, while cattle carcass data can take two weeks to surface. If pork can return next-day individual data, “send the producer their own animals’ results” is not a heavy technical lift — and it rides legislative momentum that already carries farm-group endorsement.

Rung 7 — The ceiling: a federal portability right or antitrust remedy

A HIPAA-style sectoral data-portability mandate, or data portability imposed as a remedy given the concentration of packers and genomic labs (the Department of Justice is already examining the beef sector), is the structural ceiling. Worth naming, not worth waiting for.

What the sale contracts actually say

It is fair to ask whether the agreements ranchers already sign address any of this. We read the consignment and buyer terms for the major video and internet auction services — Superior Livestock, Western Video Market, Cattle Country Video, and the Northern Plains’ own Northern Livestock Video Auction. The finding is clean: none of them addresses data ownership, carcass-data return, or genetic-information control at all. They are transactional documents — cattle description, weight slides, delivery, risk of loss, payment, commission, default, title, and security interests — and they stop there.

The only data-adjacent language concerns program claims, and it runs the wrong way for the producer. Western Video Market’s terms make any claim to a verified program (Natural, NHTC, Certified Organic) solely the seller’s responsibility to substantiate, and its stocker contract even records an animal-health vendor’s right to audit vaccine purchases for compliance. That is the producer shouldering data-substantiation duties and a vendor gaining audit rights — the opposite of producer data rights.

There is a structural reason for the silence. A video auction sells calves and feeders forward; the carcass and grading data don’t exist yet, because they are generated months later at the feedlot and packer, and the genetic data at a lab. The auction never touches that data. Which is the practical point for the rider in this series: it belongs on the downstream contract — the sale to the feedlot or packer, and the genomic-lab order — not on the auction consignment.

The mechanism plainly exists, though, and the two public contracts that contain it reward reading side by side — they show both what the language does and why only one kind of seller can get it.

The return clause, and the equity behind it. The publicly filed Cattle Purchase and Sale Agreement between National Beef and U.S. Premium Beef gives carcass data its own short provision, § 2(b): National Beef “shall provide USPB carcass data on all cattle delivered by USPB members,” in a form similar to the information it customarily supplies, with the format deferred to an exhibit. It is an affirmative return obligation — the packer must push the data back to the seller on every head — though not an ownership or use-limitation clause. What makes it obtainable sits on the contract’s first page: USPB is not a vendor but a co-owner. The recitals record that USPB holds a membership interest in National Beef and has pledged those units as security for its delivery obligations, and the termination terms turn on USPB’s ownership percentage. The carcass-data clause is a dividend of equity — the cooperative bought its way to the table, and the data feedback came with the seat.

The access right, and the affiliation behind it. The 2002 Live Cattle Supply Agreement between Swift Beef Company and Monfort Finance reaches the same subject by a different route, § 6.3: instead of an affirmative return, it grants the seller a standing right to inspect and copy the plant’s records on the cattle — quality grade, yield grade, and the data needed to compute premiums and discounts, electronic records included — while carving out cattle the seller did not deliver and the packer’s own beef-sales and financial records. On its face it is more explicit about grading data than the National Beef clause. But the power relationship is different in kind: Monfort is not an independent producer at all. It shares Swift’s Greeley headquarters and signatory, operates under ConAgra’s cattle-feeding risk-management policy, and supplies ConAgra/Swift’s own captive feedyards. The access right is internal corporate plumbing between two arms of one company — control by affiliation, not leverage won across the table.

Two mechanisms, one precondition. The contracts use different tools — an affirmative data-return duty in one, a mutual records-access right in the other — but they share the thing that produced the tool: the seller was an owner (USPB’s equity) or an insider (Swift’s affiliate). The arm’s-length video-auction consignor is neither, and gets neither mechanism. That is the lesson of this series in two signed contracts: a carcass-data clause is rarely something you can simply ask an unrelated buyer to add — it follows from a structural position. Which is why the durable path runs through the cooperative and aggregation rungs above: change your relationship to the buyer, and the data terms come within reach. Tellingly, neither agreement — each written between sophisticated, well-counseled parties — bothers with genetic data at all.

The genetics question specifically

For genetic information, the legal picture is the same shape. Because the Supreme Court held in Myriad (2013) that no one can patent a naturally occurring genome, “controlling your genetics” is again a matter of contract and consent, not property. The achievable asks belong at the moment of sample submission: specify what the lab or association may aggregate, sell, or use for product development; make any research-and-development permission one-time rather than perpetual; bar the sale of identifiable genetic data without separate consent; and reserve the right to have unused sample and derived data destroyed on request. Part A of the model-language document includes a genomic-submission rider doing exactly this.

There is one genuine open gap worth flagging for the long term. The United States has a patchwork of genetic-privacy law for humans — the Genetic Information Nondiscrimination Act and various state statutes — and essentially nothing for livestock genetic data. A livestock genetic-data statute is technically open territory. It ranks below the practical levers above, but it is the kind of gap a transparency organization should keep on its map.

What ranchers can win, at a glance

What to do this week

For an individual producer: before your next sale or your next genotyping order, put a one-page data rider in front of the buyer or lab (Part A below) asking for return of your carcass/performance data and limits on its resale. Worst case, they say no and you have learned exactly where you stand.

For anyone with a seat in their breed association or a marketing alliance: raise the Producer Data Bill of Rights (Part B below) at the next members’ meeting. This is the highest-leverage, lowest-cost move available, because it changes the terms for every member at once and uses governance power producers already hold.

Conclusion

Ranchers will not win a property right in their data, and chasing one wastes the leverage the current market hands them. What they can win — starting this week, with no new law — is the right to a copy of their own data, the right to carry it to the next buyer, and the right to say no to its resale. The lower rungs of this ladder are entirely in producers’ hands: negotiate the clause, pass the resolution, pool the data. The upper rungs — a state access right on the Colorado template, a producer-of-origin carcass-data provision on the federal cattle-market bill — are achievable on a longer horizon and worth the organizing. The discipline that ties it together is simple: ask for access, portability, and consent, and stop asking for ownership.

Authorities and Sources

• Feist Publications, Inc. v. Rural Telephone Service Co., 499 U.S. 340 (1991) — facts are not copyrightable; “sweat of the brow” rejected.
• Association for Molecular Pathology v. Myriad Genetics, Inc., 569 U.S. 576 (2013) — naturally occurring DNA is not patent-eligible.
• Colorado Consumer Right to Repair Agricultural Equipment Act (HB23-1011), signed April 25, 2023, effective January 1, 2024 — adds data to the resources manufacturers must provide to equipment owners; AG-enforced; 15+ states introduced similar bills.
• Cattle Price Discovery and Transparency Act (117th–118th Congresses) — expedited carcass-weight reporting and a cattle contract library; passed Senate Agriculture Committee by voice vote; not enacted. Industry testimony notes pork returns market-ready data the morning after harvest vs. roughly two weeks for cattle.
• Video and internet auction terms reviewed (2026): Superior Livestock Auction; Western Video Market; Cattle Country Video; Northern Livestock Video Auction — consignment and buyer agreements; none addresses data ownership, carcass-data return, or genetic-data control.
• National Beef Packing Company, LLC & U.S. Premium Beef, LLC, Cattle Purchase and Sale Agreement (Dec. 30, 2011), § 2(b) “Carcass Data” — filed as Exhibit 10.2 to U.S. Premium Beef’s SEC Form 8-K; provides for carcass-data return to the producer cooperative.
• Swift Beef Company & Monfort Finance Company, Inc., Live Cattle Supply Agreement (Sept. 19, 2002), § 6.3 — filed as Exhibit 10.6 to Monfort International Sales Corp.’s SEC Form S-4; mutual records-access right covering grading and premium/discount data; a captive/affiliated-supply contract (pricing values redacted under confidential treatment).
• Kaur & Dara (2023) — 141 agricultural service agreements: 19 used “ownership,” 122 “access,” 103 “control.”
• Comparative data-rights regimes: HIPAA right of access; EU GDPR (access, portability, erasure, consent); California CCPA. Genetic Information Nondiscrimination Act (2008) — human genetic data only; no livestock equivalent.
• Cooperative data models: JOIN DATA (Netherlands); DJUSTCONNECT (Belgium); Council on Dairy Cattle Breeding (U.S.). Ag Data Transparent Core Principles (updated 2024) — voluntary, no enforcement mechanism.
• Residual control rights: Grossman & Hart (1986); Chaddad & Iliopoulos (2012).

Prepared by Dirk Adams with the assistance of AI for publication on Honest Cattle. This piece is policy analysis and general legal background, not legal advice; the model language referenced is a starting template to be reviewed and adapted by a qualified attorney for your state and situation. Honest Cattle — honestcattle.net — recognizing ranchers’ work.