Latest / Through the Line: Packaging and Processing / The Label Waste Index Tackles Regulated Packaging's Sustainability Problem: Healthcare Packaging

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The Label Waste Index Tackles Regulated Packaging's Sustainability Problem: Healthcare Packaging · Through the Line: Packaging and Processing

• 0:03
  SPEAKER_02: Welcome to Through the Line, the podcast exploring innovations and information across the packaging and processing landscape.
• 0:11
  SPEAKER_02: From topics impacting consumer packaged goods and healthcare packaging to the latest technologies in food processing operations.
• 0:22
  SPEAKER_00: Hi, Liz Cunio here, editor-in-chief of healthcare packaging.
• 0:26
  SPEAKER_00: What follows is an AI-generated podcast from a recent article on our site called The Label Nobody Counted.
• 0:31
  SPEAKER_00: Why labeling is regulated packaging's overlooked sustainability problem.
• 0:35
  SPEAKER_00: This is part one of the two-part series on improving healthcare labeling operations.
• 0:40
  SPEAKER_00: Listen in.
• 0:40
  SPEAKER_03: Imagine spending, I don't know, six months validating a thinner sterile barrier just to save maybe five cents a unit on material costs.
• 0:49
  SPEAKER_01: Which happens all the time in our industry.
• 0:50
  SPEAKER_03: Yeah, exactly.
• 0:51
  SPEAKER_03: But then you watch a forklift dump 10,000 perfectly good pre-printed labels straight into an incinerator.
• 0:59
  SPEAKER_01: Oh man, just because of a minor font size change or something?
• 1:03
  SPEAKER_03: Yes, exactly that.
• 1:04
  SPEAKER_03: It's incredibly painful, but today we are looking at exactly that scenario.
• 1:08
  SPEAKER_03: Welcome to this deep dive.
• 1:10
  SPEAKER_01: It's a topic that really doesn't get enough attention.
• 1:12
  SPEAKER_03: It really doesn't.
• 1:13
  SPEAKER_03: If you are listening to this, you are likely a packaging and processing professional who spends an immense amount of time optimizing operations.
• 1:20
  SPEAKER_01: You're looking at every single component on the floor.
• 1:23
  SPEAKER_03: Exactly.
• 1:23
  SPEAKER_03: You downgrade sterile barriers, you optimize pouches, you consolidate secondary packaging, and you are constantly rethinking shipper configurations.
• 1:33
  SPEAKER_01: But today we're asking you to look somewhere else.
• 1:35
  SPEAKER_03: Yeah, we are directing your attention entirely away from the tray and the carton.
• 1:39
  SPEAKER_03: We are focusing on a massive financial and environmental leak that is just sitting in plain sight.
• 1:45
  SPEAKER_01: And usually held under controlled access in your own facility, which makes it even harder to see as waste.
• 1:51
  SPEAKER_03: So today's mission is clear.
• 1:53
  SPEAKER_03: We are unpacking a structural flaw in healthcare labeling, and we'll be introducing a practical mathematical framework to measure it.
• 2:00
  SPEAKER_01: That framework is called the Label Waste Index, and it is designed to help you completely eliminate this inefficiency.
• 2:06
  SPEAKER_03: So let's just jump right in.
• 2:08
  SPEAKER_03: What exactly is this structural flaw we're talking about?
• 2:11
  SPEAKER_01: That structural flaw is really fundamental to how regulated manufacturing operates.
• 2:15
  SPEAKER_01: When we walk the floor of a high-mix medical device facility, we see that the true sustainability problem isn't the physical packaging.
• 2:23
  SPEAKER_03: Because those components are optimized relentlessly.
• 2:25
  SPEAKER_01: Exactly.
• 2:26
  SPEAKER_01: The actual waste is the label inventory.
• 2:28
  SPEAKER_01: We are talking about all those pre-printed rolls of labels staged meticulously by Skip I language, geography.
• 2:34
  SPEAKER_03: Revision, shelf life, all of that.
• 2:36
  SPEAKER_01: Yeah.
• 2:37
  SPEAKER_01: Lot number specific artwork version.
• 2:40
  SPEAKER_01: These labels sit in controlled access for a very specific reason.
• 2:44
  SPEAKER_03: Aaron Powell Which is that every single role is an active part of the quality record, right?
• 2:49
  SPEAKER_01: Now, a portion of these labels will obviously be used on the final product exactly as intended.
• 2:54
  SPEAKER_01: But a staggering percentage of them just sit there.
• 2:57
  SPEAKER_03: They just wait on the warehouse shelves.
• 2:59
  SPEAKER_01: Yeah, they wait for a regulatory update or an artwork correction or maybe the product gets discontinued.
• 3:03
  SPEAKER_03: Or market exit.
• 3:04
  SPEAKER_01: Or they just sit there until they literally pass their expiration date.
• 3:08
  SPEAKER_01: And once any of those events occur, that perfectly good inventory is destroyed.
• 3:12
  SPEAKER_03: It's just wild to think about.
• 3:14
  SPEAKER_03: Let me let me put this into a different context to illustrate the sheer inefficiency of this model.
• 3:18
  SPEAKER_01: Go for it.
• 3:19
  SPEAKER_03: Imagine operating a highly specialized restaurant, right?
• 3:22
  SPEAKER_03: But the menu changes daily based on these really complex, unpredictable factors.
• 3:28
  SPEAKER_01: Okay, sounds like a nightmare restaurant to run.
• 3:30
  SPEAKER_03: It really would be.
• 3:31
  SPEAKER_03: Now imagine over prepping highly specific, perishable ingredients for every single possible iteration of that menu.
• 3:37
  SPEAKER_03: Yeah, you slice the ingredients, you portion them out, label them, put them in the fridge, but at the end of a week, because your exact forecast didn't perfectly match reality, a massive amount of expensive inventory just gets thrown directly into the trash.
• 3:52
  SPEAKER_01: Which would bankrupt a restaurant.
• 3:54
  SPEAKER_03: Exactly.
• 3:54
  SPEAKER_03: But that is essentially what is happening with pre-printed label inventory in regulated packaging environments.
• 4:00
  SPEAKER_03: It's a highly specific, perishable ingredient that gets overprepared and inevitably wasted.
• 4:06
  SPEAKER_01: That's a really great way to frame it.
• 4:07
  SPEAKER_03: But this brings up a crucial question, I think.
• 4:09
  SPEAKER_03: Why does this specific type of waste rarely earn the intense scrutiny that we apply to sterile barrier downgauging?
• 4:18
  SPEAKER_01: The answer lies in the unique dual nature of the label itself.
• 4:22
  SPEAKER_01: In regulated manufacturing, a label is never just a printed sticker.
• 4:26
  SPEAKER_03: It's way more than that.
• 4:27
  SPEAKER_01: It is a compliance artifact.
• 4:28
  SPEAKER_01: It's the primary communication medium holding the unique device identifier, the lot number, the expiration date, storage conditions, manufacturing identity, all the jurisdiction-specific stuff.
• 4:38
  SPEAKER_01: Exactly.
• 4:39
  SPEAKER_03: Yeah.
• 4:40
  SPEAKER_01: But simultaneously, it is a physical material stream.
• 4:43
  SPEAKER_01: And because it serves this critical role as a compliance artifact, it effectively escapes traditional sustainability scrutiny.
• 4:51
  SPEAKER_03: Because teams just view it as a regulatory necessity, right?
• 4:54
  SPEAKER_01: Yes.
• 4:55
  SPEAKER_01: They see it as a regulatory necessity rather than a controllable material flow.
• 5:00
  SPEAKER_01: They assume that because the label is tightly controlled by quality processes, the waste is just an unavoidable cost of doing business.
• 5:07
  SPEAKER_03: It's just the cost of playing in a regulated space.
• 5:09
  SPEAKER_03: And because these labels are compliance artifacts, you can't simply swap out the physical material to hit a sustainability goal.
• 5:16
  SPEAKER_03: If you want a plastic tray to be more sustainable, you substitute a thinner gauge of material.
• 5:21
  SPEAKER_01: Yeah, you just specify a thinner tray.
• 5:23
  SPEAKER_03: But the material trap with healthcare labels is far more complex.
• 5:26
  SPEAKER_03: You can't just call up a supplier and ask for a thinner face stock or a bio-based substrate because the mechanism of change is entirely different.
• 5:35
  SPEAKER_01: Precisely.
• 5:35
  SPEAKER_01: In regulated healthcare packaging, material substitution is rarely the fastest lever to pull.
• 5:41
  SPEAKER_01: It's usually the most disruptive, actually.
• 5:43
  SPEAKER_03: Why is that?
• 5:43
  SPEAKER_03: For someone who might not deal with the adhesives daily.
• 5:46
  SPEAKER_01: When you change a label's face stock or its adhesive or the liner, or even the ink and ribbon system, you are altering a validated process.
• 5:56
  SPEAKER_01: We have to look at how these components interact.
• 5:58
  SPEAKER_03: They don't exist in a vacuum.
• 6:00
  SPEAKER_01: Exactly.
• 6:00
  SPEAKER_01: For example, if you switch to a quote unquote more sustainable adhesive, you don't just change a sticker.
• 6:06
  SPEAKER_01: You run the risk of that new adhesive outgassing during ethylene oxide sterilization.
• 6:11
  SPEAKER_03: Oh wow.
• 6:12
  SPEAKER_03: Which could compromise the sterile barrier of the pouch it's stuck to.
• 6:16
  SPEAKER_01: Exactly.
• 6:16
  SPEAKER_01: That single material change can ripple outward and impact biocompatibility assumptions.
• 6:21
  SPEAKER_01: It could affect sterilization compatibility, adhesion performance over time.
• 6:25
  SPEAKER_03: Even print durability during transit, right?
• 6:27
  SPEAKER_01: Yeah, print durability and ultimately your actual shelf life claims.
• 6:30
  SPEAKER_01: Modifying any of these material components requires a documented technical assessment, quality approval, extensive supplier qualification, and a full regulatory assessment.
• 6:40
  SPEAKER_03: Which takes a massive amount of time and money.
• 6:43
  SPEAKER_01: It does.
• 6:43
  SPEAKER_01: Attempting to solve label waste purely through material substitution is just a slow, expensive, and heavily burdened process.
• 6:52
  SPEAKER_03: So this inherent difficulty with material substitution is exactly why we need to examine the operational environment, because that environment actually multiplies the label waste problem.
• 7:03
  SPEAKER_01: You're talking about the high mix, low volume environment.
• 7:06
  SPEAKER_03: Yes, HMLV.
• 7:07
  SPEAKER_03: In these operations, the complexity just scales exponentially.
• 7:12
  SPEAKER_03: You aren't just dealing with one product and one label.
• 7:14
  SPEAKER_01: No, you're running dozens of individual SKUs.
• 7:17
  SPEAKER_03: And across those SKUs, you have multiple languages, regional variants, distinct kit configurations, and varying UDI requirements.
• 7:24
  SPEAKER_01: Which means a single packaging operation might be managing hundreds, if not thousands, of unique label variants.
• 7:29
  SPEAKER_03: And each one of those variants carries its own artwork file, its own approval history, revision status, supplier print order, minimum order quantity, dedicated inventory location, and strict expiration controls.
• 7:40
  SPEAKER_01: Aaron Powell It is a massive administrative load.
• 7:43
  SPEAKER_03: Aaron Powell It really is.
• 7:44
  SPEAKER_03: And this brings us to what we are identifying as the core structural flaw of the conventional labeling model.
• 7:52
  SPEAKER_03: Suppliers print labels in efficient high-volume batches.
• 7:56
  SPEAKER_01: Because that's how printing presses work efficiently.
• 7:58
  SPEAKER_03: Trevor Burrus, Jr.
• 7:58
  SPEAKER_03: Exactly.
• 7:59
  SPEAKER_03: Then manufacturers order those batches against forecasted demand, but production draws against actual real-time demand.
• 8:06
  SPEAKER_03: Trevor Burrus, Jr.
• 8:07
  SPEAKER_01: And that structural flaw creates an immediate and persistent misalignment.
• 8:11
  SPEAKER_01: When the forecast shifts, or when a market opens or closes unexpectedly, or when an inevitable artwork revision lands, the leftover preprinted inventory is instantly stranded.
• 8:22
  SPEAKER_01: Trevor Burrus, Jr.
• 8:22
  SPEAKER_03: It just becomes obsolete overnight.
• 8:24
  SPEAKER_01: Trevor Burrus, Jr.
• 8:24
  SPEAKER_01: Yeah.
• 8:24
  SPEAKER_01: The high-volume batch printing simply cannot synchronize with the low volume, highly variable reality of the production floor.
• 8:30
  SPEAKER_03: Aaron Powell But let me challenge that premise for a moment, just playing devil's advocate here.
• 8:34
  SPEAKER_03: Conventional supply chain wisdom dictates that you build these buffers, right?
• 8:38
  SPEAKER_03: You build them to protect the manufacturing line from uncertainty or supplier delays or sudden spikes in demand.
• 8:44
  SPEAKER_01: That is the traditional thinking, yes.
• 8:46
  SPEAKER_03: So isn't buying in bulk and holding inventory a necessary buffer to keep the lines running?
• 8:52
  SPEAKER_03: Surely this buffer serves some protective function.
• 8:55
  SPEAKER_01: It does serve a protective function in certain environments.
• 8:57
  SPEAKER_01: In a high-volume, low-mix plant, a buffer of preprinted inventory is highly tolerable.
• 9:04
  SPEAKER_03: Because the inventory turns over so rapidly.
• 9:06
  SPEAKER_01: Exactly.
• 9:07
  SPEAKER_01: The risk of obsolescence is very low.
• 9:09
  SPEAKER_01: However, in an HMLV environment, that exact same buffer transforms into a slow-moving liability.
• 9:16
  SPEAKER_01: It ceases to be a protective measure and instead structurally manufactures the exact conditions for overproduction, excess handling, and obsolete stock.
• 9:25
  SPEAKER_03: So the buffer absorbs the uncertainty, but the cost of that absorption is guaranteed waste.
• 9:30
  SPEAKER_01: Yes.
• 9:31
  SPEAKER_01: The variables of high-mix manufacturing will shift, guaranteed.
• 9:34
  SPEAKER_01: And when they do, you are essentially paying to store risk on your shelves.
• 9:38
  SPEAKER_03: Paying to store risk, that's a great way to put it.
• 9:40
  SPEAKER_03: So if we accept that this pre-printed buffer is a liability, we have to look at the total cost of that liability.
• 9:45
  SPEAKER_01: And this is where the scope of the problem truly reveals itself.
• 9:48
  SPEAKER_03: Because the unit cost of a single label is super easy to see on an invoice, right?
• 9:53
  SPEAKER_03: It's just a few cents.
• 9:54
  SPEAKER_03: But the full lifecycle cost of a pre-printed label system is almost entirely hidden.
• 10:00
  SPEAKER_01: It is fragmented across the entire organization.
• 10:02
  SPEAKER_03: Yeah.
• 10:02
  SPEAKER_03: We need to detail exactly what these hidden costs are before we talk about measuring them.
• 10:06
  SPEAKER_03: So a conventional process spans artwork control, supplier proofing, purchase order generation, incoming inspection.
• 10:16
  SPEAKER_01: Plus warehouse storage, maintaining environmental controls for specific adhesives.
• 10:21
  SPEAKER_03: Right.
• 10:21
  SPEAKER_03: Inventory counting, lot and revision tracking, line side staging, issuance to the floor, end-of-run reconciliation, and finally the physical disposal of the expired stock.
• 10:32
  SPEAKER_01: And beyond just the administrative cost, there are significant operational risks occurring directly on the line.
• 10:37
  SPEAKER_01: Operators have to select the correct role, confirm the version, verify the lot number.
• 10:42
  SPEAKER_03: They have to manage partial roles left over from previous runs, too.
• 10:45
  SPEAKER_01: Yeah, and constantly guard against mix-ups during changeovers.
• 10:48
  SPEAKER_03: And those operational risks are critical because in this industry, a labeling error is never just a minor defect.
• 10:54
  SPEAKER_01: No, it is catastrophic.
• 10:56
  SPEAKER_01: If an operator applies a label with the wrong revision, an incorrect UDI or an outdated expiration date, that event immediately escalates.
• 11:06
  SPEAKER_03: Depending on the product, it becomes a formal nonconformance.
• 11:09
  SPEAKER_01: Or a customer complaint or a field action or a mandatory regulatory reporting event.
• 11:14
  SPEAKER_01: The waste isn't just the discarded paper, it's the immense administrative and quality burden placed on the system to manage those errors.
• 11:23
  SPEAKER_03: Which means the cost is distributed everywhere.
• 11:25
  SPEAKER_03: Procurement pays for the minimum order quantities, quality pays for the inspection and nonconformance investigations.
• 11:32
  SPEAKER_01: The warehouse pays for the climate-controlled storage space.
• 11:34
  SPEAKER_01: Yep.
• 11:34
  SPEAKER_01: EHS pays for the disposal.
• 11:36
  SPEAKER_03: Exactly.
• 11:36
  SPEAKER_03: Because no single department owns all of these costs, they never surface as a unified number on a balance sheet.
• 11:42
  SPEAKER_03: So this leads to a very practical problem for our listeners.
• 11:45
  SPEAKER_03: Since these costs are so thoroughly buried in four different department budgets, how does a packaging professional actually prove the financial bleeding to a CFO to authorize a system change?
• 11:55
  SPEAKER_01: You capture their attention by building a credible baseline that unifies those fragmented costs.
• 12:01
  SPEAKER_01: Before anyone proposes a solution, you must comprehensively measure the current state.
• 12:07
  SPEAKER_03: You have to speak the language of both quality and finance.
• 12:10
  SPEAKER_01: Exactly.
• 12:11
  SPEAKER_01: To do this properly, a facility must capture 10 specific baseline metrics.
• 12:16
  SPEAKER_01: Let's break down how we actually build this baseline because it's not just checking invoices.
• 12:21
  SPEAKER_03: I agree.
• 12:22
  SPEAKER_03: Let's walk through these metrics conversationally because each one tells a different part of the story.
• 12:26
  SPEAKER_03: Standard auditing usually starts with volume, right?
• 12:29
  SPEAKER_03: So the first metric is just the annual labels purchased.
• 12:31
  SPEAKER_01: But you have to measure this segmented by 6 CO in revision.
• 12:35
  SPEAKER_03: Got it.
• 12:35
  SPEAKER_03: And the second metric is the annual labels actually consumed in production.
• 12:39
  SPEAKER_01: Aaron Powell Yes.
• 12:40
  SPEAKER_01: And just comparing those two numbers usually reveals a massive gap right away.
• 12:44
  SPEAKER_03: I can imagine.
• 12:46
  SPEAKER_03: So for the third metric, you must quantify the labels explicitly scrapped.
• 12:50
  SPEAKER_03: This means tracking waste generated by artwork revisions, regulatory updates, expiration, all of that.
• 12:56
  SPEAKER_01: Exactly.
• 12:56
  SPEAKER_01: And building on that scrap data, the fourth metric requires you to count the active label variants by SKU, language, market, and packaging configuration.
• 13:05
  SPEAKER_03: And crucially, within this metric, you must identify how many of those variants ship zero units in the given time frame.
• 13:12
  SPEAKER_01: Yes, that point about zero ship variants is incredibly revealing.
• 13:16
  SPEAKER_01: Counting variants that shipped zero units might seem weird to some, but those variants are the ultimate proof of a failed forecast.
• 13:23
  SPEAKER_03: It is pure liability sitting on a shelf, occupying space and waiting to expire, which naturally leads into the fifth metric, calculating the average and maximum inventory age of your label stock.
• 13:35
  SPEAKER_01: That shows exactly how slow moving that liability is.
• 13:38
  SPEAKER_01: Then, moving to the physical footprint, the sixth metric is quantifying the actual warehouse space dedicated to storing this stock.
• 13:44
  SPEAKER_03: Which is often premium climate-controlled space.
• 13:47
  SPEAKER_01: Seventh, we shift to the quality impact.
• 13:49
  SPEAKER_01: You must measure all label-related nonconformances, deviations, or line stoppages.
• 13:54
  SPEAKER_01: This captures that hidden administrative cost.
• 13:56
  SPEAKER_03: Eighth, we look at agility.
• 13:58
  SPEAKER_03: You track the total time elapsed from an approved artwork change to the moment a production-ready label is actually available on the floor.
• 14:06
  SPEAKER_01: Which can sometimes be weeks or months.
• 14:08
  SPEAKER_03: Oh, easily.
• 14:09
  SPEAKER_03: And the final two metrics capture the human and supply chain elements.
• 14:13
  SPEAKER_03: The ninth metric requires calculating the labor hours dedicated to receiving, inspecting, issuing, reconciling, and disposing of label stock.
• 14:21
  SPEAKER_01: That's a huge invisible burden on the warehouse and quality teams.
• 14:25
  SPEAKER_03: Yeah.
• 14:26
  SPEAKER_03: And the tenth metric is tracking all supplier shipments, including rush orders and expedite fees explicitly tied to ensuring label availability when the forecast inevitably falls short.
• 14:37
  SPEAKER_01: When you lay out those 10 metrics together, the conversation shifts entirely.
• 14:40
  SPEAKER_01: You're no longer making a vague argument about sustainability.
• 14:44
  SPEAKER_03: You're pointing to confirmed material waste, quantified line-side complexity, actual change control delays, and tangible labor costs.
• 14:51
  SPEAKER_01: You have undeniable math that ties all these threads together.
• 14:54
  SPEAKER_03: Which brings us directly to the practical tool designed to synthesize this data.
• 14:58
  SPEAKER_03: We call it the label waste index or LWI.
• 15:01
  SPEAKER_01: Yes, the LWI.
• 15:02
  SPEAKER_03: It's important to emphasize that the LWI is designed as a site-level audit tool.
• 15:07
  SPEAKER_03: It's not an industry benchmark used to compare different companies.
• 15:11
  SPEAKER_01: Because every facility's product mix is entirely different.
• 15:15
  SPEAKER_03: It is a precise measurement of your specific facility over a fixed 12-month window.
• 15:20
  SPEAKER_03: Let's define the four components of this calculation.
• 15:23
  SPEAKER_01: The LWI separates the audit data into four distinct categories.
• 15:27
  SPEAKER_01: The first is confirmed LWI.
• 15:30
  SPEAKER_01: This is calculated by taking your confirmed label, WASO labels that are destroyed, or obsolete plus necessary process waste, and dividing that total by total labels purchased.
• 15:41
  SPEAKER_03: And this is your preferred sustainability metric because it strictly counts material that can no longer create product value, right?
• 15:47
  SPEAKER_01: Exactly.
• 15:47
  SPEAKER_01: Second category is at-risk inventory.
• 15:50
  SPEAKER_01: You calculate this by taking the usable labels remaining in inventory and dividing that by the total labels purchased.
• 15:56
  SPEAKER_03: We report this separately because these labels are not waste yet.
• 15:58
  SPEAKER_03: They are perfectly usable.
• 16:00
  SPEAKER_01: But they carry significant exposure risk to future revisions or market shifts.
• 16:04
  SPEAKER_01: The third category establishes the validated process floor.
• 16:08
  SPEAKER_01: We have to acknowledge that some label consumption is absolutely necessary, even in optimized processes.
• 16:14
  SPEAKER_03: Like setup labels, verification samples, printer challenges.
• 16:18
  SPEAKER_01: Yeah, and controlled rejected labels at the point of use.
• 16:21
  SPEAKER_01: You calculate this by dividing these necessary process labels by the total labels purchased.
• 16:26
  SPEAKER_03: This has to be separated so that necessary process consumption isn't mistakenly categorized as avoidable waste.
• 16:32
  SPEAKER_01: Exactly.
• 16:33
  SPEAKER_01: Which brings us to the final calculation: avoidable label waste.
• 16:38
  SPEAKER_01: You find this by taking your confirmed label waste and subtracting that validated process floor.
• 16:43
  SPEAKER_03: That gives you the clearest estimate of your true improvement opportunity.
• 16:47
  SPEAKER_03: So let's walk through a concrete worksheet step by step to see how this math functions.
• 16:50
  SPEAKER_01: Let's do that.
• 16:51
  SPEAKER_03: Imagine a site that purchases 10,000 labels over a 12-month period.
• 16:56
  SPEAKER_03: Of those 10,000, 8,900 are successfully applied to released product.
• 17:01
  SPEAKER_01: Okay, leaving 1,100 labels.
• 17:03
  SPEAKER_03: 700 remain usable in controlled inventory.
• 17:06
  SPEAKER_03: 300 are destroyed or made obsolete due to a revision.
• 17:10
  SPEAKER_03: And finally, 100 are consumed on the line through setup or verification.
• 17:15
  SPEAKER_01: Okay, let's run those specific figures through the formula.
• 17:18
  SPEAKER_01: First, the confirmed LWI.
• 17:21
  SPEAKER_01: We take the 300 destroyed labels and add the 100 process labels, totaling 400.
• 17:27
  SPEAKER_03: We divide that 400 by the 10,000 purchased, resulting in a confirmed LWI of 4%.
• 17:33
  SPEAKER_01: Next, we calculate the at-risk inventory.
• 17:35
  SPEAKER_01: That's the 700 usable labels on the shelf divided by 10,000, which equals 7%.
• 17:41
  SPEAKER_03: Then we establish the validated process floor.
• 17:43
  SPEAKER_03: We take the 100 necessary setup labels and divide by 10,000, giving us 1%.
• 17:48
  SPEAKER_01: Finally, we isolate the avoidable label waste.
• 17:50
  SPEAKER_01: We take the 400 total wasted labels, subtract the 100 labels of the validated process floor, which leaves us with the 300 destroyed labels.
• 17:58
  SPEAKER_03: Divide that by 10,000, and our avoidable label waste is exactly 3%.
• 18:02
  SPEAKER_01: Now 3% might sound small to an outsider.
• 18:05
  SPEAKER_03: But we need to contextualize this.
• 18:07
  SPEAKER_03: Across a facility running millions of units, 3% avoidable waste is a massive hit to the bottom line, especially factoring in the cost of secure destruction.
• 18:17
  SPEAKER_01: And the labor to reconcile it all.
• 18:19
  SPEAKER_01: Plus, it's critical to point out that this example of 3% is intentionally conservative.
• 18:25
  SPEAKER_01: Many high-mix facilities will see significantly higher percentages.
• 18:28
  SPEAKER_03: But the true brilliance of the LWI framework isn't just the final percentage, it's the accessibility of the methodology.
• 18:35
  SPEAKER_01: Yes.
• 18:36
  SPEAKER_01: Any packaging or quality team can build this highly defensible baseline right now using records they already maintain.
• 18:43
  SPEAKER_03: You already have your purchase history in your ERP system.
• 18:46
  SPEAKER_03: You have your production usage logs, you have your scrap disposition records.
• 18:49
  SPEAKER_01: The data is already there, just waiting to be audited.
• 18:52
  SPEAKER_03: So once you conduct the LWI audit and you have that unified baseline proving your avoidable waste, you must address the solution.
• 19:00
  SPEAKER_03: And this is where the conversation really has to pivot.
• 19:02
  SPEAKER_01: Because the solution isn't just finding a more efficient way to throw these obsolete labels into a recycling bin.
• 19:08
  SPEAKER_03: Exactly.
• 19:09
  SPEAKER_03: True process improvement requires applying circular economy principles to the upstream process.
• 19:15
  SPEAKER_03: This means rethinking the labeling system entirely to ensure the waste is never generated.
• 19:20
  SPEAKER_01: That is a vital distinction.
• 19:21
  SPEAKER_01: We must distinguish between downstream material loops and upstream prevention.
• 19:25
  SPEAKER_03: Yeah.
• 19:26
  SPEAKER_01: Downstream loops involve recycling or recovery.
• 19:29
  SPEAKER_03: But if a label is printed in bulk in January for a product that won't run until June and is subsequently rendered obsolete by an artwork change in May, that label should never have existed.
• 19:40
  SPEAKER_01: Recycling it after the fact doesn't solve the root problem of overproduction.
• 19:44
  SPEAKER_01: We must look at upstream prevention.
• 19:46
  SPEAKER_03: Which introduces a fundamental process shift.
• 19:49
  SPEAKER_03: We are talking about on-demand printing.
• 19:51
  SPEAKER_01: Yes.
• 19:52
  SPEAKER_01: On-demand printing reframes the entire control model.
• 19:55
  SPEAKER_01: Instead of producing large inventories against the speculative forecasts and storing them in a warehouse, the system generates a label at the precise point of use right on the packaging line.
• 20:05
  SPEAKER_03: And that newly generated label is dynamically bound to a specific work order, a specific UDI, and expiration date, utilizing an approved digital template.
• 20:14
  SPEAKER_01: The entire operational philosophy shifts from batching queue to one product, one label printed once.
• 20:20
  SPEAKER_03: And the closer your process moves to that ideal state, the less room remains for speculative inventory and the waste it generates.
• 20:27
  SPEAKER_03: You eliminate the buffer and you eliminate the liability.
• 20:30
  SPEAKER_01: Precisely.
• 20:31
  SPEAKER_03: But this transition sounds heavily reliant on software integration, database management, and complex automation.
• 20:38
  SPEAKER_03: This prompts a very practical pushback that we hear often.
• 20:41
  SPEAKER_01: I think I know where you're going with this.
• 20:43
  SPEAKER_03: If the solution to material waste is digital integration, why shouldn't a packaging engineer simply document the waste, hand this entire initiative off to the IT department, and wash their hands of it?
• 20:54
  SPEAKER_01: Because a packaging professional absolutely cannot hand this off to IT.
• 20:58
  SPEAKER_01: In regulated healthcare manufacturing, treating labeling merely as a software project is a dangerously narrow framing.
• 21:04
  SPEAKER_03: Because packaging sits at the exact critical junction of multiple disciplines?
• 21:09
  SPEAKER_01: Exactly.
• 21:09
  SPEAKER_01: As a packaging engineer, you are managing the physical label substrate, the sterilization requirements, the usability needs for the clinician, and the physical production process on the floor.
• 21:19
  SPEAKER_03: Any change to the label generation system directly affects package release protocols, barcode readability, line clearance, and the integrity of the quality record itself.
• 21:29
  SPEAKER_01: IT manages the data pipes, sure, but packaging manages how that data interacts with the physical product and the regulatory environment.
• 21:37
  SPEAKER_03: Packaging engineers are uniquely positioned to see all of these interfaces because they operate at the boundary between product development, quality, regulatory compliance, and supply chain.
• 21:46
  SPEAKER_01: Therefore, driving process-based label sustainability belongs securely and permanently inside the packaging mandate.
• 21:54
  SPEAKER_03: So, just to recap our analysis today, regulated manufacturers are indeed constrained.
• 21:58
  SPEAKER_03: You may not be able to substitute physical packaging materials quickly due to the immense validation burdens.
• 22:04
  SPEAKER_01: The biocompatibility and sterilization hurdles are real.
• 22:07
  SPEAKER_03: However, you have immense, untapped room to redesign how packaging components are generated, how they are controlled, and how they are consumed on the floor.
• 22:16
  SPEAKER_03: Labeling is acutely exposed to SQU complexity and regulatory change.
• 22:20
  SPEAKER_01: The label Nobody Counted must now be systematically counted, audited, and optimized using tools like the label waste index.
• 22:28
  SPEAKER_03: When you finally address this inefficiency, you are doing much more than just clearing obsolete roles off a warehouse shelf.
• 22:35
  SPEAKER_01: You are retiring a structurally wasteful control model and doing it without sacrificing patient safety or regulatory compliance.
• 22:43
  SPEAKER_03: You are aligning your physical material flow with your actual production reality.
• 22:47
  SPEAKER_03: We will leave you with a final thought to consider as you evaluate your own operations.
• 22:51
  SPEAKER_01: It's an important one.
• 22:52
  SPEAKER_03: If transitioning to an on-demand, one-to-one labeling process forces a facility to tightly digitize and integrate its quality and packaging data in real time exactly at the point of use, could this specific sustainability fix actually service the Trojan horse that modernizes your plant's entire traceability and compliance infrastructure for the future?
• 23:12
  SPEAKER_01: That is a real question to ponder.
• 23:14
  SPEAKER_03: It really is.
• 23:16
  SPEAKER_02: Thank you for listening to Through the Line Packaging and Processing.
• 23:20
  SPEAKER_02: You can listen to more episodes on all streaming platforms.
• 23:24
  SPEAKER_02: Be sure to visit us at packworld.com, profoodworld.com, and healthcarepackaging.com for more packaging and processing news.
• 23:33
  SPEAKER_02: This podcast was edited by Bree Guns.