Lot Number Tracking: How the FDA Identifies Problem Batches in the Food Supply

Lot Number Tracking: How the FDA Identifies Problem Batches in the Food Supply

The FDA doesn’t guess when a foodborne illness outbreak hits. It doesn’t wait weeks to track down where contaminated spinach or peanut butter came from. Instead, it uses a single, critical piece of data: the lot number. But this isn’t just any lot number. It’s part of a new, legally required system called the Traceability Lot Code (TLC), and it’s changing how food safety works in the U.S.

What the FDA Actually Needs to Find a Problem Batch

Before 2022, tracing a contaminated food product often meant digging through stacks of paper invoices, calling suppliers, and chasing down emails. In a 2019 outbreak linked to romaine lettuce, it took over six weeks to pinpoint the source. That delay meant more people got sick. The FDA needed something faster.

The answer was the Food Traceability Rule, finalized on November 15, 2022. It targets the riskiest foods - things like leafy greens, tomatoes, onions, fresh-cut fruits and vegetables, nut butters, cheeses, and certain seafood. These make up about 15% of the U.S. food supply, but they’re responsible for a disproportionate number of illnesses.

The rule says: if you handle any of these foods, you must assign a unique Traceability Lot Code (TLC) at three specific points:

  • When raw agricultural commodities (like lettuce or tomatoes) are first packed at the farm or processing facility
  • When seafood is first received on land after being caught
  • When food is transformed - like when eggs are turned into liquid egg product, or when tomatoes are made into salsa
Once assigned, that TLC stays with the product through every step - shipping, repackaging, distribution - until it reaches the store or restaurant. It’s the one constant identifier that links the food back to its origin.

The Seven Key Pieces of Data Behind Every Lot Number

A lot number alone isn’t enough. The FDA needs context. That’s why each TLC must be tied to seven Key Data Elements (KDEs):

  • The TLC itself
  • Where it was assigned (the physical location)
  • What the product is (e.g., “organic baby spinach”)
  • How much of it there is
  • The unit of measure (pounds, cases, cartons)
  • When the transaction happened
  • Who the previous and next handler was
If the FDA gets a call about a sick person who ate contaminated food, they can request all this data electronically. And they expect it within 24 hours.

This isn’t about perfect records. It’s about speed. In a pilot program between 2019 and 2021, the FDA found that using this system could cut outbreak response time from weeks to hours. That’s the difference between 50 people getting sick and 5.

How Companies Create Their Lot Numbers

There’s no single format for a TLC. It can be numbers, letters, or a mix. One company might use “20251120-SPIN-001” - meaning November 20, 2025, spinach, batch 1. Another might use a random code like “X7K9P2M” if they have a system that maps it to their internal records.

The only rule: it must be unique within the company’s records and traceable across the supply chain. You can’t just reuse the same code for different batches.

The FDA doesn’t care how you generate it - as long as you document your method in a Traceability Plan. That plan must explain how you assign codes, where you store records, and how you handle food that gets transformed.

Many companies already had internal lot codes. The FDA’s big win? They said: use those. If your current code meets the requirements, it can double as your TLC. No need to run two separate systems. That saved a lot of companies from costly overhauls.

A spinach carton turns into a skeleton truck driver riding a marigold train through floating data streams in a vibrant supply chain scene.

Why This Is a Big Deal - and Why Some People Are Still Worried

This is the most significant change to U.S. food traceability since the Bioterrorism Act of 2002. Before this, traceability was optional. Now, it’s mandatory for high-risk foods.

But it’s not perfect. Critics point out that melons, sprouts, and some ready-to-eat foods aren’t on the list - even though they’ve caused outbreaks. The FDA says those are under review.

Another issue: data silos. A company might have perfect TLC records, but if their supplier uses a different system that can’t talk to theirs, the data gets stuck. Industry experts warn that without standardized digital formats, the system won’t reach its full potential.

The FDA is working on that. Draft standards for electronic data exchange are expected in mid-2024. Until then, companies must keep records in a way that’s sortable and exportable - usually as CSV files.

Who Has to Comply - And When

The rule applies to about 15,000 food facilities - farms, processors, packers, warehouses, distributors. But the deadline for compliance has been pushed back.

Originally set for January 20, 2026, the FDA proposed extending it to July 20, 2028, citing industry feedback. Small businesses, in particular, said they needed more time to train staff and update software.

According to a 2023 survey by the United Fresh Produce Association, 78% of member companies had already started adjusting their systems. The average cost per company was around $42,500. That’s steep for a small farm, but the FDA offers a Traceability Assistance Program to help.

Larger companies are ahead of the curve. Walmart has required blockchain-based traceability for leafy greens since 2019. Kroger and other retailers have built their own systems that go beyond the FDA’s minimum.

A family checks a lot number on grocery bag as a skeleton grandmother watches over them with a glowing traceability map in warm candlelight.

What Happens When a Problem Is Found

Let’s say someone in Ohio gets sick from E. coli linked to packaged salad. The state health department reports it to the CDC, which alerts the FDA.

The FDA pulls the case details - what was eaten, where, when. Then they request the TLC and KDEs from every company in the supply chain. They start from the retailer and work backward: Who shipped the salad? Who packed it? Who grew the lettuce?

Within hours, they find the TLC from the farm that grew the contaminated batch. They isolate that lot. They issue a recall. They notify the public. And they don’t have to guess.

That’s the goal: no more “follow the money trail.” Just follow the code.

The Bigger Picture: Food Safety as a Technology Problem

The TLC system isn’t just about paperwork. It’s a shift toward digital, real-time food safety. The U.S. food traceability market is projected to grow from $1.87 billion in 2022 to over $4.6 billion by 2028 - all because of this rule.

Future updates may include IoT sensors that track temperature during transport, or blockchain records that can’t be altered. The FDA is already funding pilot projects to test these.

But technology alone won’t fix food safety. People still have to use the systems correctly. Training matters. Communication matters. Consistency matters.

The FDA knows this. That’s why they’ve created 12 free training modules and partnered with industry groups to help small businesses get up to speed.

What You Can Do - Even If You’re Not in the Food Industry

You don’t need to assign lot codes. But you can be smarter about food safety.

When you see a recall notice, check the lot number. Don’t ignore it. If you’re unsure, call the manufacturer or check the FDA’s website. Your action could prevent someone else from getting sick.

And if you’re a small business owner handling FTL foods - start now. Don’t wait for the 2028 deadline. The sooner you get your system in place, the smoother your transition will be. And if you’re not sure where to begin, the FDA’s Traceability Assistance Program is there to help.

This isn’t about bureaucracy. It’s about trust. Trust that the food you buy won’t make you sick. The lot number is the thread that holds that trust together.

What is a Traceability Lot Code (TLC)?

A Traceability Lot Code (TLC) is a unique identifier - usually alphanumeric - assigned to a specific batch of food on the FDA’s Food Traceability List. It links the product to critical data like where it was packed, when, and who handled it. This code stays with the product through the supply chain and allows the FDA to trace contaminated food back to its source within hours, not weeks.

Which foods require lot number tracking under the FDA rule?

The FDA’s Food Traceability List (FTL) includes high-risk foods such as leafy greens (lettuce, spinach), tomatoes, onions, fresh-cut fruits and vegetables, cheeses, eggs, nut butters, and certain seafood. These account for about 15% of the U.S. food supply but are linked to most foodborne illness outbreaks. Melons and sprouts are not currently on the list but are under review.

When do companies have to start using the FDA’s lot tracking system?

The original compliance date was January 20, 2026. However, in September 2023, the FDA proposed extending this deadline by 30 months to July 20, 2028. This change was made to give small businesses and suppliers more time to implement the required systems without disruption. The rule is already in effect, but enforcement begins on the new date.

Can a company use its existing lot code as the FDA’s Traceability Lot Code?

Yes. The FDA explicitly states that any existing lot code a company uses can serve as the Traceability Lot Code, as long as it meets the requirements: it must be unique, traceable across the supply chain, and linked to the seven required Key Data Elements. Companies do not need to create a second code unless their current one doesn’t meet the rules.

What happens if a company doesn’t comply with the FDA’s lot tracking rules?

Non-compliance can lead to enforcement actions, including refusal of entry for imported goods, seizure of products, or injunctions against operations. While the FDA is focusing on education and assistance during the transition period, failure to provide requested traceability data within 24 hours during an investigation is a violation of the rule and can result in penalties.

Is electronic record-keeping required for FDA lot tracking?

No, electronic records are not mandatory, but they are strongly encouraged. Paper records are allowed, but if records are kept electronically, they must be sortable and exportable in common formats like CSV. During an FDA request, records must be provided within 24 hours - something far easier to do with digital systems than paper files.

How does the FDA’s lot tracking system compare to the Drug Supply Chain Security Act (DSCSA)?

The DSCSA tracks individual drug packages with unique serial numbers at the unit level. The FDA’s Food Traceability Rule uses lot-level tracking - one code for an entire batch of food. This is because food is often produced in large, mixed batches and repackaged, making individual tracking impractical. The FDA’s system is designed for scale and speed, not precision at the single-item level.

What’s next for FDA lot tracking?

The FDA plans to expand the Food Traceability List to include more high-risk foods like melons and ready-to-eat meals. They’re also developing standardized digital formats for data exchange and funding pilot projects using IoT sensors and blockchain. Long-term, the goal is real-time, interoperable traceability across the entire food system - not just for recalls, but for improving quality and reducing waste.

Cyrus McAllister
Cyrus McAllister

My name is Cyrus McAllister, and I am an expert in the field of pharmaceuticals. I have dedicated my career to researching and developing innovative medications for various diseases. My passion for this field has led me to write extensively about medications and their impacts on patients' lives, as well as exploring new treatment options for various illnesses. I constantly strive to deepen my knowledge and stay updated on the latest advancements in the industry. Sharing my findings and insights with others is my way of contributing to the betterment of global health.

View all posts by: Cyrus McAllister

RESPONSES

Darragh McNulty
Darragh McNulty

This is actually kinda cool 😊 I never realized how much tech goes into keeping our food safe. The TLC system feels like something out of a sci-fi movie, but it’s real-and it’s saving lives. 🙌

  • November 21, 2025
David Cusack
David Cusack

Let me be perfectly clear: this system is, in essence, a bureaucratic overreach dressed up as public health-a thinly veiled attempt to centralize control under the guise of efficiency. The FDA, as always, assumes competence it has not earned.

Moreover, the arbitrary inclusion of certain foods while excluding melons and sprouts? That’s not science-it’s politics. And the ‘24-hour data demand’? A fantasy for any small operator with a spreadsheet and a dream.

And yet, somehow, we’re supposed to believe this will work when the entire supply chain still runs on fax machines and handwritten logs?

Don’t get me wrong-I support traceability-but this? This is theater.

  • November 22, 2025
Willie Doherty
Willie Doherty

While the intent is commendable, the implementation lacks empirical validation. The pilot program cited-spanning 2019 to 2021-was conducted under controlled conditions with a limited subset of participants. Extrapolating its results to a nationwide scale ignores the heterogeneity of supply chains, particularly among regional distributors and independent processors.

Furthermore, the reliance on CSV exports as a standard is technologically archaic. Without API interoperability or standardized data schemas, the system risks becoming a siloed patchwork of incompatible formats, undermining its core purpose.

One must also question the cost-benefit ratio: $42,500 per facility for a rule that applies to only 15% of the food supply, while the majority of outbreaks originate from non-covered commodities.

This is not innovation-it’s compliance theater with a digital veneer.

  • November 24, 2025
Elaina Cronin
Elaina Cronin

I am deeply disturbed by the casual dismissal of small farmers and independent processors in this discussion. You speak of ‘costs’ and ‘compliance’ as if they are abstract figures on a balance sheet-but these are families who have spent generations growing food with integrity. Now, you demand they invest tens of thousands of dollars in software they cannot afford, while large corporations like Walmart have been doing this for years with blockchain and AI.

This is not food safety. This is corporate consolidation disguised as regulation.

And yet, you still expect us to trust the system? When the same FDA that approved melamine in infant formula and ignored salmonella in peanut butter for months now tells us they’ve got it all figured out?

Where is the accountability? Where is the humility?

  • November 24, 2025
Noah Fitzsimmons
Noah Fitzsimmons

Oh wow. So now the government is gonna track my spinach like it’s a fugitive on the run? Next they’ll be putting GPS chips in my apples. 🤦‍♂️

Let me guess-next year they’ll make you scan your kale with an app before you can eat it. ‘Welcome to the Food Surveillance State, Karen. Your kale has been approved for consumption. Enjoy your 1.3% chance of E. coli.’

Meanwhile, real problems like antibiotic overuse in livestock? Ignored. Plastic in our water? Not on the list. But hey, let’s make sure every lettuce head has a barcode. Progress.

  • November 26, 2025
Eliza Oakes
Eliza Oakes

Wait-so you’re telling me the FDA didn’t even include sprouts? SPROUTS?! The number one cause of outbreaks in 2021?!

And now you’re giving companies until 2028 to comply? That’s not a delay-that’s a surrender.

Meanwhile, the same FDA that banned raw milk but lets raw cookie dough slide? This is a joke. A bureaucratic farce wrapped in a spreadsheet.

And don’t even get me started on the ‘Traceability Assistance Program.’ Like, what, they’ll send a PowerPoint and a coffee mug? Please.

This system is a train wreck waiting to happen-and everyone’s just clapping because it has a shiny new logo.

  • November 26, 2025
Clifford Temple
Clifford Temple

America’s food supply is being handed over to bureaucrats and tech bros while we sit back and let it happen. This isn’t safety-it’s socialism with a barcode.

Why should a farmer in Idaho have to follow some Washington rule just because some guy in Ohio got sick? We’re not China. We’re not the EU. We’re the United States of America.

And now they want us to use ‘CSV files’? That’s what we’re reduced to? Paper trails in digital clothing?

My grandpa grew tomatoes without a TLC. He didn’t need a code to know his food was good. Maybe we should go back to that.

  • November 27, 2025
Shawn Sakura
Shawn Sakura

Okay, I’ll be real-I didn’t think I’d care about lot numbers. But after reading this? I’m kinda impressed. 🤯

Like, imagine if every time you bought a bag of spinach, you could trace it back to the exact field it came from. That’s wild. And if it cuts outbreak times from weeks to hours? That’s not just tech-that’s a lifesaver.

Yeah, the cost is rough for small farms. But the FDA’s help program? That’s actually decent. And honestly? If Walmart’s been doing it since 2019, why can’t the rest of us catch up?

It’s not perfect, but it’s a step. And honestly? We need more steps, not less.

  • November 28, 2025
jim cerqua
jim cerqua

THIS IS THE MOST IMPORTANT THING TO HAPPEN TO AMERICAN FOOD SINCE THE INVENTION OF THE REFRIGERATOR.

Let me repeat: THE MOST IMPORTANT.

Think about it: you eat a salad. You get sick. You don’t know why. You don’t know where. You don’t know who to blame. But now? The FDA can find the exact farm. The exact pallet. The exact truck. The exact warehouse. The exact shelf.

That’s not bureaucracy. That’s justice.

And yes, the deadlines are pushed back. And yes, small farms are struggling. But that’s not a reason to stop-it’s a reason to help harder.

Stop complaining. Start adapting. People’s lives are on the line.

And if you think this is ‘overreach’? Go to a hospital ICU and tell that to the parents of a 3-year-old with kidney failure from E. coli.

Then come back and tell me this isn’t necessary.

  • November 29, 2025
Donald Frantz
Donald Frantz

Interesting framework. But I’m curious: how does the FDA verify the integrity of the data being submitted? There’s no mention of validation protocols or audit trails. If a company falsifies a TLC or backdates a transaction, how is that detected?

And what happens when two handlers claim responsibility for the same batch? Is there a dispute resolution mechanism?

Also, the KDEs assume perfect record-keeping-but in reality, human error, mislabeling, and system glitches are inevitable. How does the system handle ambiguity or incomplete data?

This feels like a promising start, but without safeguards against manipulation, it’s just a more sophisticated version of the same broken system.

  • December 1, 2025
Erika Sta. Maria
Erika Sta. Maria

Actually, this reminds me of the ancient Indian practice of ‘Sthapana’-where each harvest was marked with a symbolic code tied to soil, season, and steward. The FDA’s TLC? A digital reincarnation of ancestral wisdom.

But why stop at food? Why not apply this to medicine? To water? To air?

We are not merely tracking batches-we are tracing the soul of sustenance.

And yet, the West insists on CSV files. As if the universe could be reduced to comma-separated values.

There is poetry here. And they are burying it under bureaucracy.

  • December 1, 2025
Debanjan Banerjee
Debanjan Banerjee

As someone who works in supply chain logistics, I’ve seen this system in action at a mid-sized produce distributor. The transition was painful, yes-but the payoff? Massive. We went from 72-hour tracebacks to under 90 minutes. And the audit prep? Now takes 2 hours instead of 2 weeks.

The FDA’s rule is clear: use your existing code if it works. No need to reinvent the wheel. Most of us just had to add 3 more data fields to our ERP.

Yes, small farms need help. But the FDA’s training modules? Free. Accessible. In Spanish and Mandarin. That’s not neglect-that’s outreach.

The real issue isn’t the rule. It’s the fear of change. And that’s something no regulation can fix.

  • December 2, 2025
Steve Harris
Steve Harris

Look, I get the skepticism. I really do. But let’s not throw the baby out with the bathwater.

This system isn’t perfect. It’s not magic. But it’s the best tool we’ve got right now-and it’s already saving lives. I’ve talked to public health workers who say this could’ve prevented a dozen outbreaks last year.

Yes, small farms are struggling. But the FDA’s assistance program is real. And honestly? If Walmart can do it, so can you. You just need a little help.

And if you’re worried about data silos? That’s on the industry to fix-not the FDA. They gave us the framework. Now it’s up to us to make it work together.

Let’s not turn food safety into a political football. This is about kids not getting sick. That’s it.

  • December 2, 2025
Noah Fitzsimmons
Noah Fitzsimmons

Wow. Someone actually said something useful for once. I’m shocked.

But let’s be real-this only works if everyone plays nice. And in America? Someone’s always gonna game the system.

What’s stopping a shady distributor from just slapping a fake TLC on a batch of spoiled tomatoes and calling it a day?

There’s no real enforcement. No audits. No penalties until 2028. So for the next 4 years? It’s basically a ‘trust us’ system.

That’s not safety. That’s a waiting game.

  • December 3, 2025

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