Archive for genetic risk management

191 Cows Sold at Sedgemoor. Seven Years Later, the Macphersons Won British Friesian Herd of the Year.

Fifty buyers. £1,409.52 all-in. The Macphersons lost the rented ground, but four Beaufort bulls were already placed at Genus ABS (the UK arm of the US-based bull stud) before the gavel fell. That’s what carried the pedigree to 2026.

Beaufort British Friesians
James and Louise Macpherson with daughters at their Staffordshire unit near Burton-on-Trent, home to the 290-cow Beaufort British Friesian herd named Holstein UK’s British Friesian Herd of the Year 2026 — seven years and eight months after the family’s 2018 Sedgemoor dispersal.

On 16 August 2018, the Beaufort British Friesian herd of James and Louise Macpherson was dispersed at Sedgemoor Market, Somerset. Farmers Weekly’s coverage of the sale attributed the dispersal to the loss of rented ground supporting the Macphersons’ Dorset County Council tenancy at Burley Road Farm.

Fifty buyers turned up. Bidders came from Cornwall, Carmarthen, Cumbria and across Ireland. A fifth-lactation Rodbrook Milkmaid daughter of Beaufort Milkman sold for 2,600gns (roughly £2,730 at 2018 conversion). The topper hit 3,000gns twice — about £3,150 each — once for the bull Beaufort Kriminal, once for Goonhilly Chad Verity, EX92 in her fourth lactation. All-in average: £1,409.52. Seven years and eight months later, Holstein UK named the rebuilt Beaufort herd the British Friesian Herd of the Year for 2026 — 290 cows near Burton-on-Trent, Staffordshire, four homebred bulls in the Genus ABS catalogue.

The headline reads forced dispersal to national award in seven years. The real story is why the published pedigree survived the trip.

📌 The 50-Cow Test

If you lost your rented ground tomorrow, which 50 cows would rebuild your herd? Not the 50 you like. Not the 50 you’d keep for sentimental reasons. The 50 whose documented maternal families carry enough production, classification, and transmitting ability to rebuild across a 5–7 year window. If you can’t name them in 20 minutes, the breeding plan lives in your head — and the plan evaporates the day the auctioneer shows up.

Forced Dispersals Are the Industry’s Quiet Tail Risk

Forced dispersals are the tail risk the trade press rarely covers — quiet, abrupt, and built into every tenancy agreement, every rented block, and every bTB test. They don’t care how good your cows are. Per FW’s 2018 coverage, the Macphersons lost rented ground that year. Yours might be a landlord selling up, a council estate reviewing its holdings, a bTB breakdown, or a bank conversation you’ve been putting off.

AHDB recorded the GB milking herd at 1.63 million head in October 2025 — the lowest October figure on record, down 0.9% year-on-year — with the total GB dairy herd falling 1.3% to 2.51 million. Producers are leaving, one tenancy and one breakdown at a time.

Breed context sharpens the stakes for British Friesian breeders in particular. AHDB registration figures show British Friesian calf registrations dropped from roughly 100,000 in 2014 — about 7% of GB dairy registrations — to 58,500 in 2023, about 4%. Holstein UK launched the British Friesian Herd of the Year award in 2021 — see how the award has been judged since its 2021 launch — and judges it on classification combined with production.

Inside a shrinking breed, the herds still winning are the ones treating their published pedigree as a capital asset, not a hobby.

What the Beaufort Record Looked Like on Dispersal Day

FW’s 2019 council-farms feature and FarmingUK’s 2026 award coverage report that the Macphersons began in Dorset by buying 55 cows in 2012 — the Rodbrook herd, purchased as a voluntary complete-herd sale from Cheshire breeder Chris Pemberton. A complete-herd acquisition, not a pick-and-choose at auction. You don’t rebuild from documented maternal lines by buying individual animals you like the look of. You rebuild from families.

By the time the sale ring opened in 2018, the young end of the Beaufort herd — 137 cows in their first three lactations — was averaging 8,696kg at 5.03% fat and 3.28% protein on a somatic cell count of 172,000, per FW’s sale report. That’s a working, composition-led British Friesian herd on the numbers, not a show string. The Langley and Goonhilly lines had been added alongside the Rodbrook foundations across six Dorset years, according to FarmingUK’s 2026 award coverage. The EX92 Goonhilly cow that tied for top price is the documented proof the base was deep.

A composition-led herd with VG and EX depth on paper isn’t a trophy cabinet. It’s a portable balance sheet.

Don’t Put All Your Eggs in One Bulk Tank

Here’s what the award coverage didn’t put up front. By the time the sale ring opened in 2018, Beaufort genetics were already moving commercially through Genus ABS — the UK arm of the US-based bull stud. Beaufort Milkman — son of Blackisle Maverick-ET out of Rodbrook Milkmaid 8, whose sire was Rodbrook Barney — was listed Proven in the Genus ABS catalogue. FW’s 2018 dispersal report noted Beaufort Kriminal had “two brothers already at Genus” when he topped the sale at 3,000gns.

DAU: Beaufort Milkman Jess-4yrs, 3rd Lactation

Revenue diversification is the insurance policy. If every penny of your cash flow leaves through the bulk tank, one disruption — lost ground, a bTB breakdown, a processor renegotiation — can pull the whole operation down. The public record shows Beaufort spread risk across the milking herd, the AI contract at Genus, and the wider pedigree market for surplus heifers and bulls. By 2026, four Beaufort bulls are listed with Genus ABS across two proof generations.

The Beaufort Genetic Engine (public record, as of April 2026)

BullStatusKey MetricRole in the Rebuild
Milkman(BF1088 / 29HO17260)ProvenMaverick-ET × Rodbrook Milkmaid 8Established the Beaufort prefix inside other herds before the dispersal.
Karactacus(BF1085 / 29HO17242)ProvenBorn March 2014Second Proven Beaufort sire working commercially through Genus.
Supersonic(BF1279 / 29HO20412)GenomicAHDB April 2025 run: £306 PLI; 3rd in BF PLI rankings; +395kg milk, +29kg combined F+P; Kappa Casein AAElite genomic ranking keeping the prefix current post-rebuild.
Jackery (BF1285 / 29HO20413)GenomicKappa Casein AB; Red Carrier (*RC); released August 2024Niche-market value inside the closed-herd breeding plan.

The pedigree architecture that carried the herd through the dispersal is the same architecture earning AI income outside the farm. Those aren’t two separate strategies — they’re one. For the long-game logic behind tracking recessives like Red Carrier inside a closed pedigree herd, our Sir Inka May piece covers exactly that kind of decision.

“Our milk buyer is looking for high fat and the Friesians are really good for this — our herd average for 220 cows is 8,400kg at 5.1% fat.” — James Macpherson, quoted in FarmingUK, April 2026

“People said we couldn’t make it work before we started and it’s nice to prove them wrong to a point. It’s an all-consuming life but it’s well worthwhile and I’ve no complaints about it whatsoever.” — James Macpherson, quoted in Farmers Weekly, 2019

Which Cow Families Do You Keep When You Have to Start Over?

The answer visible in the public record is the ones already documented. Rodbrook Milkmaid, the Rodbrook foundation cows, the Langley and Goonhilly lines — all present in FarmingUK’s 2026 award coverage and FW’s 2018 sale report. The specific Beaufort families retained through the move haven’t been publicly itemised, but the Rodbrook Milkmaid, Goonhilly and Langley lines surface in every post-dispersal sale-ring and award reference on the record. A Rodbrook Milkmaid daughter of Beaufort Milkman sold for 2,600gns at Sedgemoor because the rest of the industry could read the same pedigree the Macphersons were reading.

That’s the signal you want your own top families to send — a price outside buyers will pay without needing to see the cow first. For a parallel on how cow-family continuity compounds across generations, our Babe and Britany piece is the cleanest case study on the site.

The £700,000 Ghost: What Does a 290-Cow Rebuild Actually Cost?

The income gap is the figure that stops most breeders cold. Based on 2019 UK pricing, a 290-cow herd losing a full year of production is staring at a hole in the balance sheet north of £700,000. A dispersal cheque is a band-aid; the published pedigree and the outside AI revenue are a far bigger part of the cure.

Exact Beaufort rebuild figures aren’t public and won’t be invented here. Orders of magnitude are still useful if you’re running anything bigger than a hobby herd. The table below stacks the 2018 Sedgemoor cheque against the scale of a single-year income hole at 2019 milk prices and a 2018 infrastructure comparator.

Dispersal Cheque vs. Rebuild Hole

LineFigureSource / Formula
2018 Sedgemoor gross (all published lots)~£306,000217 lots at £1,409.52 all-in average, FW 17 Aug 2018
2018 UK greenfield new-build (structures + silage only)£1.1m+FW 2018 build feature
2019 UK farmgate milk price band28.80–29.35 pplDefra monthly releases via AHDB
2019 Beaufort NMR Gold Cup qualifying-year average8,629kg across 218 lactationsNMR Gold Cup release
290-cow zero-milk-cheque year (Defra 2019 ppl band)~£703,000–£712,000290 × 8,629kg × 0.97 L/kg × 28.80–29.35 ppl
150-cow zero-milk-cheque year (illustrative at 8,000kg / 29 ppl)~£340,000150 × 8,000kg × 0.97 L/kg × 29 ppl — illustrative comparator; not sourced to a specific 150-cow herd

Litre-per-kilogram conversion of 0.97 applied throughout, consistent with roughly 4% fat / 3.3% protein British Friesian composition.

Plug your own yield and current milk price into the same formula to see what a zero-milk-cheque year costs on your farm. A sale cheque of that scale doesn’t close a hole that size on its own. Operations that rebuild after a forced dispersal typically combine retained-heifer value, pre-placed AI revenue, and land capital committed ahead of the sale. FW’s 2019 council-farms coverage notes the Macphersons had bought their Staffordshire land before the Sedgemoor sale.

For the full cost-per-cow economics across herd sizes, we’re building that Tier 3 model as a dedicated Bullvine Weekly feature — see our earlier UK farmgate milk price coverage for the input side of the same equation.

Options and Trade-Offs for Pedigree Breeders

Most pedigree breeders will never run a dispersal. The mechanics visible in the Beaufort public record still apply if you’re facing a tenancy renewal, a bTB test, a succession event, or a landlord conversation you’ve been putting off.

1. Document your top cow families — and rank them by production depth, not individual EX score. (30-day move.) Pull two generations of NMR records this month. Rank your maternal lines by average combined fat-and-protein yield across the family. Write down the top three. As a rule of thumb — not a breed-society standard — any family that hasn’t produced a VG87+ daughter in two consecutive lactations isn’t a top family; it’s a decent family. There’s a difference, and a dispersal exposes it. Risk: you may find you have one deep family and a lot of average cows. That’s useful information. Act on it now, not after.

2. Build external revenue from your best genetics — before the farm needs the money. Per FW’s 2018 reportingand the Genus ABS public catalogue, Beaufort Milkman was listed Proven at Genus before Sedgemoor, and Kriminal had two brothers already placed. If getting a homebred bull into a national stud feels out of reach, the small version of the test still works: have you ever sold semen, embryos, or pedigree heifers off your top family at a premium to the commercial market? If the answer is no, your genetics haven’t been priced by anyone outside your fence. For the same arc told through an AI stud’s lens, our “65 Cows to 10,000” feature is worth the detour. Risk: takes years to build and requires genetics that are genuinely competitive, not just registered.

3. Bank stored semen from your best homebred bulls out of your deepest families. Not every homebred bull justifies it. Pick the ones out of your deepest families. As a rule of thumb — not a breed-society standard — a reasonable floor is 20 doses minimum from any bull out of a VG88+ dam with three generations of confirmed production depth. For context on what genetic influence looks like when it’s fully separated from the home farm, our Walkway Chief Mark piece is the benchmark. Risk: storage and collection cost is real money, and the insurance doesn’t pay out unless something goes wrong.

4. Close the herd now — while the decision is still voluntary. Closed-herd discipline forces better selection because you can’t buy your way out of a weakness. FarmingUK’s 2026 coverage notes the Beaufort rebuild ran with Collycroft and Catlane lines introduced in measured steps alongside the Rodbrook, Langley and Goonhilly foundations. Trade-off to name honestly: closed-herd discipline buys you genetic continuity; open-herd flexibility buys you speed of correction. You can fix a known weakness faster with the right imported semen than by breeding it out over four generations. Risk: closed herds with shallow family depth compound weakness fast. This only works if the documentation from move #1 is real.

What This Means for Your Operation

An 80-cow pedigree herd doesn’t rebuild from the same playbook as a 400-cow one, but the audit questions are identical. On a smaller herd, your top three families probably represent most of your milking string — documentation matters more, not less, because you have no redundancy. On a 200-cow herd, the risk isn’t depth; it’s that average cows from average families are eating feed that should be going to your foundation animals. On a 400-cow herd, the risk is that nobody on the farm can name the top families off the top of their head, because day-to-day management has moved past individual cow recognition.

Run the same audit at any scale. If a forced decision took you to 50 cows next month, which 50 would you keep — and are they on paper?

Key Takeaways

  • If you can’t name your top three cow families from memory by production-and-classification depth, your breeding plan isn’t documented. Spend an afternoon on it this month.
  • If your farm closed tomorrow and none of your genetics would still be working in somebody else’s barn, that’s your gap. Start building external revenue now, not after a disruption forces the question.
  • If you’re running a closed pedigree herd without banked semen from your best homebred bulls out of your top families, you’re carrying physical risk you don’t need to carry. Rule-of-thumb floor: 20 doses per bull, VG88+ dam families, three generations of production depth.
  • If you haven’t mapped your rented-ground exposure as a percentage of your total feed base, you don’t know what your dispersal trigger looks like. Do that this quarter, not after the landlord letter arrives.
  • If your breed’s classification and production thresholds have moved in the last three years and you haven’t updated your selection criteria, you’re breeding against yesterday’s standard. Check the current Holstein UK British Friesian Herd of the Year criteria and use it as a benchmark, not just an award target.
  • If your 30-day, 90-day, and 365-day breeding plan all live only in your head, that’s the single biggest fragility in your operation. A rebuild starts with what’s documented, not what’s remembered.

The Real Question

The Beaufort herd won Herd of the Year because what got sold at Sedgemoor wasn’t the whole of what mattered. What mattered was already documented in the Genus ABS catalogue, in NMR’s qualifying record, and in the Rodbrook, Langley and Goonhilly lines FarmingUK’s coverage traces back to 2012. Awards come and go. The documentation either exists or it doesn’t — and you find out which one on the day somebody else decides how fast you have to move.

When was the last time you actually audited your maternal lines on paper rather than in memory? And if a buyer called tomorrow about your best homebred bull, what would the documentation you send them actually say?

Sources: publicly reported coverage in Farmers Weekly (2018), Farmers Weekly (2019), FarmingUK (April 2026), the Holstein UK 2026 award release, the Genus ABS public catalogue, and public records from AHDB, NMR and Defra. James and Louise Macpherson were not interviewed for this piece.

Learn More

The Sunday Read Dairy Professionals Don’t Skip.

Every week, thousands of producers, breeders, and industry insiders open Bullvine Weekly for genetics insights, market shifts, and profit strategies they won’t find anywhere else. One email. Five minutes. Smarter decisions all week.

NewsSubscribe
First
Last
Consent

Swiss Shakeup: Monset (+1603) Claims ISET Crown as Boston Plummets 52 Points

Boston was untouchable at +1645 ISET. Four months later, he’s lost 52 points and his crown. The new Swiss #1? Hadley son Monset at +1603.

Executive Summary: Switzerland’s December 2025 ISET rankings delivered a stunning reversal: TGD-Holstein Monset (+1603), a Hadley x Gameday cross, seized the genomic throne after Sous-Moron Boston plummeted 52 points—from +1645 to +1593—in just four months. This collapse, among the sharpest ever recorded for a reigning Swiss #1, starkly illustrates the volatility risk of concentrating matings on young genomic sires. The Gameday maternal line now underpins three of five top bulls, creating genetic concentration that demands careful inbreeding management in progressive herds. Breeders seeking production alternatives should consider Progenesis Timeout (+141 kg fat, +0.83%) and Torchlight (+92 kg protein, +1584 ISET)—elite components outside the Hadley stack. For conformation priority, DG Blackburn leads genomic type at +136 ITP, while daughter-proven NH DG Arrow (+128 ITP) offers proven reliability over genomic projection. The December lesson is unambiguous: rankings reward diversified mating strategies, and any sire—regardless of peak index—can lose 50+ points before his first daughters calve.

Swiss ISET Genomic Rankings

A New Name at the Top

The December 2025 Swiss genetic evaluations have reshuffled the genomic leaderboard in ways that should give every breeder pause. TGD-Holstein Monset, a Hadley son bred from a Gameday dam, now sits atop the ISET (Total Index) rankings with a score of +1603. That’s not a typo—the new #1 actually posts a lower index than the old #1 held just four months ago.

What’s interesting here is how this leadership change happened. Monset didn’t surge past Boston through some spectacular gain. Rather, Sous-Moron Boston—the bull who looked bulletproof in August at +1645 ISET—experienced a 52-point correction that dropped him to +1593. In genomic evaluation terms, that’s a significant recalibration. Boston, a Casting son also out of a Gameday dam, now sits in second place behind a bull he would have comfortably outranked just one evaluation cycle ago.

Rounding out the top three is TGD-Holstein Beautyman, a Globed x Astral cross holding steady at +1586 ISET. Beautyman has proven remarkably consistent across evaluations—he sat at +1590 in August—which is exactly the kind of stability progressive breeders should value.

December 2025 Genomic ISET Top Performers

Here is a look at the top rankings in the genomic list for December 2025:

Rank (Dec ’25)NameSire x Dam’s SireISET ScoreFat kg / %Protein kg / %
1TGD-Holstein MONSETHADLEY x GAMEDAY160397 kg / 0.51%68 kg / 0.30%
2Sous-Moron BOSTONCASTING x GAMEDAY159387 kg / 0.38%65 kg / 0.25%
3TGD-Holstein BEAUTYMANGLOBED x ASTRAL158649 kg / -0.02%57 kg / 0.17%
4Progenesis TIMEOUTPEREGRINE x DZUNDA1584141 kg / 0.83%78 kg / 0.29%
5Progenesis TORCHLIGHTSHEEPSTER x GAMEDAY1584133 kg / 0.48%92 kg / 0.23%

August 2025 Genomic ISET Top Performers

For comparison, here’s where things stood in August—note how dramatically the picture has shifted:

Rank (Aug ’25)NameSire x Dam’s SireISET ScoreFat kg / %Protein kg / %
1Sous-Moron BOSTONCASTING x GAMEDAY164598 kg / 0.44%68 kg / 0.24%
2Cookiecutter HADLEYPATTERN x GAMEDAY1592140 kg / 0.56%93 kg / 0.24%
3TGD-Holstein BEAUTYMANGLOBED x ASTRAL159050 kg / 0.00%54 kg / 0.14%
4Progenesis TORCHLIGHTSHEEPSTER x GAMEDAY1583128 kg / 0.45%90 kg / 0.23%
5Swissgen EMPIREBLAKELY x CAPTIVATING157374 kg / 0.45%48 kg / 0.22%

Understanding Boston’s 52-Point Correction

So what happened to Boston? This is where the mechanics of genomic evaluation matter for practical breeding decisions.

Young genomic sires carry what geneticists call “reliability risk.” When a bull has no milking daughters—or very few—his genomic prediction is essentially a statistical estimate based on DNA marker associations with the reference population. Research from the Council on Dairy Cattle Breeding shows that genomic evaluations for young bulls typically carry reliabilities around 70-75%, compared to 90%+ for daughter-proven sires. That 25-30% uncertainty has to go somewhere, and sometimes it goes against you.

As more data accumulates—whether from the bull’s own daughters entering production, updates to the reference population, or methodology refinements—those predictions get recalibrated. The dramatic swings we’re seeing in genomic rankings aren’t bugs in the system; they’re features. They reflect the reality that early genomic predictions are educated estimates, not guarantees.

I’ve noticed that bulls gaining or losing 50+ points in a single evaluation cycle aren’t unusual in genomic rankings, though it’s certainly jarring when it happens to the reigning #1. What’s worth noting is that Boston’s component predictions also shifted—his fat yield estimate dropped from 98 kg to 87 kg, while his fat percentage moved from 0.44% to 0.38%. These aren’t minor adjustments.

The practical takeaway? Any breeding program built heavily around a single young genomic sire carries a concentration risk that can materialize faster than most producers expect.

The Gameday Question: Maternal Dominance and Inbreeding Pressure

Looking at the December rankings, something jumps out immediately: three of the top five ISET sires trace to Gameday dams. Monset, Boston, and Torchlight all carry Gameday on their maternal side. That’s a lot of genetic eggs in one basket.

Gameday (RMD-Dotterer SSI Gameday-ET) earned his reputation honestly—he was the breed’s #1 sire for Net Merit and GTPI when he debuted, combining high production with solid health and type traits. His influence through both sons and daughters has been enormous. But when a single bull’s genetics dominate multiple pathways to the top of the rankings, inbreeding management becomes a real operational concern.

For herds that have used Gameday-sired bulls heavily over the past few years—and many have—the December rankings present a practical challenge. Using Monset or Boston on Gameday granddaughters pushes inbreeding coefficients into territory that can affect fertility, calf vigor, and lifetime productivity. What farmers are finding is that mating software becomes essential, not optional, when the top of the rankings shares this much common ancestry. The alternative—breeding for maximum ISET without inbreeding checks—is a strategy that works until it doesn’t.

Component Alternatives Worth Considering

Not every herd needs to chase the top ISET number. For operations focused on butterfat performance or protein premiums, the December rankings offer some compelling alternatives that fly a bit under the radar.

Progenesis Timeout (+1584 ISET) posts remarkable component numbers: +141 kg fat with a +0.83% butterfat deviation. That’s elite fat production with the percentage improvement that component-focused markets reward. His Peregrine x Dzunda pedigree also sits outside the Hadley/Gameday concentration, offering some genetic diversity for herds looking to manage inbreeding pressure.

Progenesis Torchlight (+1584 ISET) takes a different angle—he’s the protein king of this group at +92 kg protein with a +0.23% deviation. For cheese-market producers or those selling into protein-premium contracts, Torchlight’s profile makes a lot of sense. He does carry Gameday on his dam’s side, though, so inbreeding checks remain important.

What’s interesting here is the production gap between these component specialists and the ISET leaders. Beautyman, sitting at #3 ISET, posts just +49 kg fat and +57 kg protein—strong index, but not the component punch that Timeout and Torchlight deliver. Different bulls for different breeding objectives.

Type Index (ITP): Balancing Genomic Promise and Proven Reliability

For breeders who prioritize conformation alongside production, the type rankings tell their own story.

DG Blackburn leads the genomic ITP category with a +136 type index, a genuinely impressive type index. He’s a Davinci son tracing to the Regancrest-PR Barbie EX-92-USA cow family—genetics that have consistently produced style and dairy strength. For herds targeting show-ring success or breeding-stock sales, Blackburn’s genomic type profile is hard to ignore.

But here’s where the discussion of genomic volatility becomes relevant again. Blackburn’s +136 ITP is a genomic prediction with the same reliability considerations we discussed with ISET rankings. Bulls can and do move significantly on type evaluations as daughter information accumulates.

That’s why NH DG Arrow deserves attention as the #3 daughter-proven ITP sire at +128 ITP. Arrow, bred by Nosbisch Holsteins and Diamond Genetics, offers something Blackburn can’t yet provide: actual daughter performance data backing up his type prediction. The 8-point gap between Blackburn’s genomic +136 and Arrow’s proven +128 represents the premium breeders pay for certainty versus projection.

Strategic Breeding Takeaways

December’s Swiss rankings offer several clear signals for breeding program planning:

  • For high-index programs: Monset’s rise to #1 makes him an obvious choice for herds chasing maximum ISET. But his Hadley x Gameday pedigree demands careful inbreeding management. Consider pairing Monset matings with outcross alternatives, such as Timeout or Beautyman, to maintain genetic diversity across the herd.
  • For component-focused operations: Timeout (+141 kg fat, +0.83%) and Torchlight (+92 kg protein) offer elite production traits that may actually deliver more economic value than top ISET bulls in premium-market situations. Don’t let index rankings blind you to component opportunities.
  • For type-priority breeders, the genomic-versus-proven trade-off between Blackburn (+136 ITP genomic) and Arrow (+128 ITP proven) is a fundamental risk-management decision. Using both strategically—Arrow on your best cows where you can’t afford a miss, Blackburn on animals where you can accept more variance—often makes more sense than choosing one approach exclusively.
  • For everyone: Boston’s 52-point correction is a reminder that genomic rankings are probability distributions, not certainties. The generation interval advantages of young genomic sires are real—research shows the sire-of-bulls pathway has compressed from nearly 7.5 years to under 2.5 years since genomic selection began. But those advantages come with volatility that daughter-proven sires don’t carry.

The Bigger Picture

What December’s Swiss evaluations really demonstrate is something geneticists have been saying since genomic selection launched: these tools work best when used thoughtfully, not blindly.

The dramatic swings we see in genomic rankings aren’t evidence that the system is broken. They’re evidence that early predictions carry meaningful uncertainty—uncertainty that resolves as more data accumulates. Bulls like Beautyman, who hold relatively steady across evaluations, may ultimately prove more valuable than higher-indexed bulls who experience significant corrections.

For breeders, the lesson isn’t to abandon genomic sires—their contribution to genetic progress has been profound. The lesson is to build breeding programs around diversification rather than concentration. Use multiple sire lines. Balance genomic potential with proven reliability. Run inbreeding checks before every mating decision, not just occasionally. The bull who sits at #1 today may not be there in April. But a breeding program built on sound genetic principles will perform regardless of which individual bull wears the crown.

Complete Lists:

The Sunday Read Dairy Professionals Don’t Skip.

Every week, thousands of producers, breeders, and industry insiders open Bullvine Weekly for genetics insights, market shifts, and profit strategies they won’t find anywhere else. One email. Five minutes. Smarter decisions all week.

NewsSubscribe
First
Last
Consent
Send this to a friend