“We had to triple throughput without a new building,” says Aidan Murphy, operations lead at Celtic Pantry, a Dublin-based food & e-commerce brand. “Shelf labels for retailers, short-run seasonal sets, and a wave of shipping labels for exports—our pressroom was tapped out.” He’d been comparing hybrid flexo–digital options for months. Early in the process he bookmarked a color control note from printrunner because the advice on ΔE targets was blunt and practical.
The stakes were simple: keep launches on schedule and hold color steady across multiple substrates while cutting make‑ready waste. The team went looking for a hybrid path that didn’t crush operators with complexity. They wanted an approach that would work within EU food-contact rules, stay nimble for e‑commerce spikes, and fix nagging label rejects that had crept into their weekly audits.
I spoke with Aidan over two long sessions—one on the shop floor in Dublin, one on a late Friday video call. He walked through their baseline, where things went wrong, and the exact decisions that changed how labels move through their line.
Company Overview and History
Celtic Pantry started with a dozen preserves and condiments sold in independent stores. Five years later, they’re shipping hundreds of SKUs into the EU and North America. Most work lands in the Label category—paper and film face stocks with PET liners, varnished or overlaminated, die-cut in multiple shapes. Volumes are medium and spiky: 3,000–25,000 labels per SKU on average, with fast turnarounds during holidays. For buyers searching “label printing ireland”, Celtic Pantry had become a familiar name in the grocery aisle and online.
As e‑commerce took off, logistics labeling became a second production stream. They run thermal transfer for shipping notes but still print branded air waybill overlays in‑house to keep parcels on-brand. Any hiccup in awb label printing cascaded into pick‑pack delays and carrier surcharges. That pressure forced a rethink: one flow for brand labels and a clean, reliable path for compliant AWB stickers.
By mid‑2024 they were running two flexo lines and outsourcing a chunk of micro‑runs. Changeovers ate an hour. Operators rarely saw two identical days. That variability set the scene for the next chapter.
Quality and Consistency Issues
“Our First Pass Yield hovered around the low 80s,” Aidan says. “The hardest part was color drift.” Seasonal berry labels would land anywhere from ΔE 4–6 between lots; the brand team wanted 2–3. Label stock swap‑outs and temperature swings made it worse. Some jobs used uncoated paper for a rustic look, others needed gloss film for wet conditions. One recipe was never enough.
On the logistics side, scan errors crept up. AWB overlays weren’t failing often, but at 2–3% misreads on bad weeks, the warehouse felt it. Carriers flagged a handful of print contrast ratio issues and a few smudged top‑coats after rough handling. That doesn’t sound big until you’re staring at a wall of returns before a bank holiday.
Aidan was frank about the emotional side. “Nothing’s worse than tossing a full roll because anilox choice and ink film weren’t in sync. It’s not just cost; it’s time we can’t get back.” That frustration fueled a change in how they set up jobs and chose print technology.
Solution Design and Configuration
The team chose a hybrid flexo–inkjet press: flexo units for priming, brand colors, and varnish; a digital engine for variable data and short seasonal graphics. UV‑LED inks on the flexo side kept energy and heat lower; low‑migration formulations were specified for food‑adjacent labels under EU 1935/2004 and EU 2023/2006. An anilox library was built—360–600 lpi rolls for solids and 800 lpi for fine screens—with target ink film thickness ranges documented per SKU. Web tension windows were tightened (6–9 N for paper, 8–11 N for film), and die‑cutting moved to a module with improved register control. GS1 and DataMatrix checks were added inline for traceability when needed.
I asked Aidan the blunt question that floods every forum: “how to eliminate waste in label printing?” His answer was less romantic than people expect. Standardize make‑ready (pre‑mount plates, preset anilox, documented nip pressures), calibrate color to a single target (they used a G7‑aligned curve and verified ΔE against a 2–3 window), and push micro‑runs to the digital engine so flexo doesn’t burn rolls on setup. Then keep a short list of approved labelstocks with pre‑tested curing and varnish combinations. “None of this is a silver bullet,” he adds, “but the stack works.”
There were trade‑offs. UV‑LED inks gave reliable cure on coated stocks, but kraft‑like papers needed tighter lamp maintenance and occasional formulation tweaks. And while the hybrid line simplified short runs, operators needed time to get fluent with two worlds on one frame.
Pilot Production and Validation
The pilot ran four weeks: six SKUs, two substrates, and both varnish and lamination finishes. They tracked FPY%, changeover minutes, scrap labels per job, and ΔE across three repeat lots. Baseline changeovers had been 45–60 minutes; the pilot aimed at 20–30. Make‑ready waste—often 400–600 labels—was targeted at 120–200 with pre‑registration and documented nip settings.
Benchmarking mattered. Aidan’s team compared notes from a visit to a West Coast facility and publicly shared checklists from printrunner van nuys on plate mounting and LED exposure drift. For design validation, marketing occasionally placed micro‑orders with an online provider—one trial even used a printrunner promo code—to sanity‑check seasonal artwork before loading plates. “Those 200–300‑label tests caught typos and color surprises without tying up our press,” he says.
The surprises? Early on, an LED module drifted low and cure fell off on a matte paper. They saw scuff marks after a few days in handling tests. The root cause: lamp hours exceeded the maintenance threshold. The fix was boring but effective—tighten the maintenance window and add a quick rub‑resistance test to the pilot checklist. Lesson learned.
Quantitative Results and Metrics
Six months in, scrap per job came down from roughly 12–14% to about 6–7% on steady products. Make‑ready waste moved from 400–600 labels to roughly 120–200 when the preset library was followed. FPY% rose from around 82% to the 92–94% band on stable SKUs. Typical changeovers settled near 24–28 minutes for like‑for‑like substrates, a bit longer when jumping from uncoated to film. Throughput on the same crew and shift climbed by roughly 18–25%. The business case penciled out at a 10–14 month payback, depending on seasonal mix. They also logged a small 5–8% reduction in kWh per thousand labels thanks to UV‑LED curing.
On the logistics lane, awb label printing found its groove. Print contrast ratios stabilized, and misreads dropped from 2–3% in rough weeks to under 1% in recent audits. Inline barcode verification flagged drift before it hit the warehouse. Aidan called that “quiet progress”—no drama, just fewer holds at the dock.
So, the practical answer to “how to eliminate waste in label printing?” Standardize every repeatable adjustment, collapse substrate variability, move micro‑graphics and seasonal tests to digital engines, and lock your color target with a meter—not a memory. Keep an eye on curing and anilox wear, retrain crews until the presets feel normal, and accept that not every SKU will land in the same range. “We still have problem children,” Aidan admits. “But the line runs calmer.” For me, this echoes the no‑nonsense approach shared in open forums by teams like printrunner, and it’s a reminder that disciplined basics usually beat fancy hacks.

