Coffee Roasting Facility Reaches 97% Equipment Uptime

By Josh Turley on May 27, 2026

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A specialty coffee roastery in the Pacific Northwest had been quietly losing money for years — not in a dramatic way, but in the slow, grinding way that adds up to real numbers by year-end. Their main 240kg drum roaster would drop a batch maybe once every three weeks. The grinder line would stall for ninety minutes every Tuesday because nobody had documented the chaff drawer cleaning schedule. The packaging conveyor would jam during the morning rush, sending green-bag orders out the door three hours late. None of it felt catastrophic on any given day. By the end of the year it added up to 11% downtime and over $400K in missed roasted-coffee revenue. After 7 months on OxMaint CMMS with structured preventive maintenance scheduling, the facility hit 97% equipment uptime, eliminated three of its four recurring failure modes, and the operations director finally got a full night of sleep on a Sunday — confident the Monday morning roast would actually start on time. This is the story of how that happened, and how the same framework applies to any small-to-mid scale coffee manufacturing operation on OxMaint CMMS.

Specialty Coffee Manufacturing · Case Study · 7-Month Deployment
Coffee Roasting Facility Improves Equipment Uptime to 97% with OxMaint CMMS
How a Pacific Northwest specialty roastery moved from 89% to 97% uptime across roasters, grinders, blenders, and packaging lines — recovering $400K in lost revenue and retiring the Monday-morning panic that had been quietly draining the operation for years.
89% to 97%
equipment uptime jump across the entire roasting and packaging line in 7 months

$400K
annual revenue previously lost to drum roaster trips, grinder stalls, and packaging jams

62%
reduction in reactive emergency repairs after structured PM scheduling went live

4.8x
cost ratio of unplanned coffee equipment repair versus scheduled PM intervention

What Was Actually Going Wrong on the Floor

When the operations director walked us through the plant on day one, the failures she described were not the ones a vendor brochure would call out. They were small, persistent, deeply human. The drum roaster would trip on a high-temperature interlock because the cyclone chaff collector had not been emptied since Friday. The Probat shop grinder would stall during a Sumatra dark roast because the burr clearance had drifted by half a millimeter. The packaging line valve would seize during the morning rush because the previous shift had run a vanilla-flavored batch and the residue had hardened overnight. None of these were mysteries. Every one of them had a known cause and a known fix. The problem was that nobody had a system to schedule the fix before the failure happened. Want to see what your own failure list would look like under structured PM? Start a free trial of OxMaint and run a 30-day baseline audit on your roastery.

The 6-Step OxMaint Deployment That Got Them to 97%

01
Asset Walk-Down
Every piece of equipment from the green bean silo to the carton sealer logged into OxMaint with serial number, OEM documentation, and known failure history. 340 assets in three days.
02
Failure Mode Mapping
The operations director sat with each shift lead and listed every recurring breakdown — roaster chaff buildup, grinder burr drift, valve seize, conveyor belt slip. Twelve modes total, all documented.
03
PM Schedule Build
Each failure mode became a preventive maintenance work order on a fixed cycle — daily chaff drawer empty, weekly burr clearance check, monthly valve disassembly and clean.
04
Mobile Operator Tasks
Tablet at each station shows the day's PM tasks. Operator scans the asset, completes the work, photographs the result. Task closure timestamped with operator ID and outcome.
05
Condition Tracking
Vibration sensors on the drum roaster motor and grinder shaft feed OxMaint continuously. Trend deviations flag intervention before the next scheduled PM cycle if needed.
06
Weekly Reliability Review
Operations director and head roaster review uptime by asset, missed PMs, and emerging trends every Friday at 11am. Slowest 10% of assets get a targeted intervention the next week.

Why Coffee Equipment Fails More Than Operators Realize

Chaff Accumulation
Drum roaster cyclones and chaff drawers fill faster than most operators schedule. Buildup restricts airflow, triggers high-temp interlocks, and ruins the day's batches without warning.
Burr Clearance Drift
Grinder burrs wear unevenly under high-volume use. A 0.5mm clearance drift changes grind distribution enough to stall the line — yet most facilities never check clearance until a failure forces it.
Flavor Carry-Over Residue
Flavored coffee runs leave residue on conveyors, valves, and hoppers that hardens between shifts. Next morning's batch starts with a stuck valve and an angry production manager.
Packaging Belt Slip
Coffee oils and bean fragments coat conveyor belts over time. Tension creep follows, then slip, then mid-shift breakdown. Most facilities only catch it after a packaging crisis hits.

Stop firefighting coffee equipment breakdowns

OxMaint runs structured PM schedules across every roaster, grinder, blender, and packaging line — catching the small failures before they take your shift offline. Live on your floor in days, not months.

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Reactive Maintenance vs OxMaint Structured PM

Operating Metric Before OxMaint (Reactive) After OxMaint (Structured PM)
Overall equipment uptime89%97%
Unplanned drum roaster trips per quarter11 events2 events
Grinder stalls per month4-6 eventsUnder 1
Packaging line jam recovery time45-90 minutesUnder 15 minutes
Reactive repair share of total spend68%22%
Cost per critical repair4.8x planned baseline1.1x planned baseline
Lost revenue from downtime per year$400KUnder $50K
Sunday-night operations sleep qualityPoorRestored

How OxMaint Handles Every Stage of Coffee Production

Coffee manufacturing equipment is more delicate and more particular than most industrial machinery. A drum roaster does not just need lubrication — it needs the right kind, applied at the right interval, by someone who knows not to over-grease the bearing housing. A grinder does not just need cleaning — it needs burr-specific clearance verification with a feeler gauge. OxMaint structures every one of these idiosyncratic tasks into work orders that any technician can execute, with photo verification and sign-off at every step. The result is institutional knowledge that survives shift changes, vacations, and the departure of your most experienced engineer. Book a demo and we will walk through how this would map onto your specific roaster and grinder makes.


Drum Roaster Preventive Schedule

Daily chaff drawer empty, weekly cyclone clean, monthly burner orifice inspection, quarterly bearing lubrication — each on its own cycle with operator ID and timestamped photo evidence.


Grinder Burr Tracking

Each grinder logs burr clearance reading, total cumulative kilograms processed, and replacement forecast. Burr changeout work orders generated automatically at 80% of OEM life expectancy.


Flavor Changeover Workflow

Switching from flavored to unflavored coffee triggers a guided cleaning protocol — conveyor wipe down, valve disassembly, hopper rinse — with sign-off gate before next batch starts.


Packaging Line Health Score

Conveyor tension, motor current draw, and seal heater temperature monitored continuously. Drift beyond tolerance triggers a work order before the line stops a production run.


Spare Parts Smart Inventory

Critical spares such as roaster drum chains, grinder burrs, and conveyor belts stocked based on actual consumption rate. Reorder triggers fire automatically when stock drops below safety threshold.


SQF and FSMA Audit Evidence

Every PM, every clean, every sanitation cycle time-stamped and tied to the asset. SQF Level 2 audit prep dropped from three weeks of binder building to one afternoon of report review.

What the Uptime Recovery Actually Translated To

Uptime numbers feel abstract until you translate them into bags of roasted coffee that shipped on time, customers who did not have to be apologized to, and a head roaster who finally took a Friday afternoon off without checking his phone every twenty minutes. The financial story is real and it was the number the operations director took to the founders — but the operational story is what made the deployment stick. Teams adopted the system because it made their actual work easier. Want to see how this would translate on your own production numbers? Start a free trial of OxMaint and run a baseline assessment.

97%
equipment uptime sustained across the entire roasting, grinding, and packaging line
$400K
annual revenue recovered from previously lost roasting and packaging production hours
62%
reduction in reactive emergency repair events across the entire facility footprint
7 mo
time from OxMaint go-live to the first quarter sustaining 97% uptime measurement

Frequently Asked Questions

Can OxMaint really handle equipment as specialized as a drum coffee roaster?
Yes. OxMaint is asset-agnostic — every piece of equipment from a Probat or Loring drum roaster to a Mahlkönig grinder to a Bossar packaging line lives inside the same asset hierarchy. The PM scheduling, condition monitoring, and work order workflows apply identically. Specialty equipment is not a special case; it is just another asset record with its own failure modes and PM cadence.
How long does deployment take for a small-to-mid coffee roastery?
The roastery in this case study had OxMaint running with PM schedules live in three weeks. The full 97% uptime measurement took seven months because that was the time needed for the system to stabilize, knowledge to embed in operator routines, and a full quarter of clean data to baseline against. There is no heavy implementation overhead — most teams onboard their first 50 assets in under two hours.
Does OxMaint integrate with vibration sensors on drum roaster and grinder motors?
Yes. OxMaint integrates with wireless vibration sensors from major manufacturers including Emerson, SKF, and IoT-native vendors. Sensors mounted on roaster drum motors, grinder shafts, and conveyor drives feed ISO 10816 compliant data directly into the CMMS — flagging bearing wear, imbalance, or misalignment weeks before failure would otherwise occur.
What ROI should we expect from OxMaint at a specialty coffee facility?
The roastery in this case study recovered $400K in annual revenue from uptime gains alone, with platform cost a small fraction of that. Typical Year One ROI runs 8-15x platform cost on small-to-mid coffee manufacturing operations. The savings come from reduced reactive emergency repairs, recovered production hours, eliminated overtime, and reduced spare parts panic ordering.
Stop Losing Mondays to Coffee Equipment Breakdowns
OxMaint replaces the spreadsheets, the whiteboards, and the head-roaster-in-his-head institutional memory with structured PM scheduling, condition monitoring, and audit-ready evidence — across every roaster, grinder, blender, and packaging line. Live in days, not months. See measurable uptime improvement in the first 30 days.

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