Packaging and Consumer Goods Manufacturer Tightens Changeovers With Tests and Assessments and Visual Job Aids

A Packaging and Consumer Goods Manufacturer Operates in a High Stakes Context

In the world of packaging and consumer goods, speed and precision decide who wins. This manufacturer runs multiple high‑speed lines that switch between products many times a day. Each changeover touches fillers, labelers, wrappers, and case packers. The work looks simple from the outside. In reality it calls for exact set points, the right parts, and a tight handoff between roles.

The stakes are real. Retailers expect on‑time shipments. Labels must be correct. Food and personal care items require strict handling. When a changeover runs long or out of sequence, the ripple shows up fast in lost time, wasted materials, and missed trucks. A few minutes here and there can add up to hours by the end of the week.

• More SKUs and short runs increase the number of daily changeovers
• Small errors lead to scrap, rework, and chargebacks
• Safety and quality rules leave no room for guesswork
• Tight labor markets mean new hires need to get up to speed fast
• Three shifts must run the process the same way every time

The workforce is a mix of seasoned operators and newer team members. People switch lines, and supervisors juggle daily surprises. Written instructions exist, but some are long, hard to scan on the floor, or out of date. Much of the know‑how lives in people’s heads or gets passed along during busy handoffs. That makes results depend on who is on duty.

To hit output goals and protect quality, the business needed a simple way to lock in the best way to do a changeover and help every operator perform it with confidence. The plan had to fit real work, live at the line, and prove its value in uptime, consistency, and fewer stops.

Changeovers Create Variability and Downtime Across Shifts

Across the same line and the same products, changeovers did not look the same from shift to shift. One crew could finish in half an hour. The next might need an hour or more. Scrap spiked after some restarts. Other times the line ran slow because one small setting was off. People worked hard, yet the outcome often depended on who was on duty and how busy the floor was.

Why did this happen? Changeovers are a chain of small, exact steps. When any step is skipped or done in the wrong order, time slips away. Set points get entered from memory. A guard is left off while someone hunts for a wrench. A code date does not match the ticket. A new label roll is ready, but the plate height is wrong. None of this is dramatic, but it adds up.

• Time to change the same SKU ranged from roughly 30 to 70 minutes
• Teams lost minutes searching for parts, tools, and fittings
• First cases after restart often needed rework
• Checks like torque, air, and sensor alignment were easy to miss
• Notes from the prior shift were uneven or hard to read

Handoffs made things harder. Supervisors moved people between lines to cover gaps. Veteran operators had their own shortcuts. Newer team members tried to keep up and asked for help late, not early. Written instructions existed, but some were long, buried in binders, or out of date. A few crews made their own cheat sheets that others did not see.

Leaders could feel the drag but did not have a clear view of where the time went. Stop reasons in reports were broad. The first 15 minutes after restart were noisy in both senses. People focused on getting cases out, not on capturing what tripped them up.

To get out of this loop, the plant needed one clear way to run a changeover, visible at the line, and easy to follow under pressure. It also needed a simple way to see who could do what, where steps failed, and which settings drove the biggest gains. Without that, shift to shift performance would keep swinging, and downtime would keep eating into the day.

Tests and Assessments Anchor the Upskilling Strategy

Training had to show up in faster, cleaner changeovers. To do that, the team put tests and assessments at the center of the upskilling plan. They wanted a clear picture of who could do what, where steps broke down, and which settings made the biggest difference. Instead of long classes, they built short checks that lived close to the work and proved skill on the floor.

The approach used three layers. First, a quick knowledge check in Storyline confirmed the sequence, critical set points, safety, and quality rules. Second, a hands‑on demo during a real or staged changeover let an observer watch the sequence, time key steps, and confirm the right parts were staged. Third, a short post‑restart check verified the first cases met spec and the line was back at target speed. Each check was short and practical, so crews could fit it into the day.

• Clear the line and stage the next run without hunting for tools or parts
• Enter and verify set points for fillers, labelers, and packers
• Complete safety and quality checks at the right time
• Hit first‑pass quality on the first 10 cases after restart
• Return to target speed within an agreed time window

Results were not just scores. They guided action. Supervisors used them to place operators at the right stations, pair newer teammates with a buddy, and focus coaching on the two or three steps that cost the most time. When the same step tripped people across shifts, the team updated the standard work and fixed the setup or the layout, not just the training.

Everything was easy to run. Operators scanned a QR code, took the quick check on a tablet, and then did the demo with a simple checklist in hand. Results appeared right away. They flowed into a one‑page, visual job aid for that specific line, machine model, and SKU, so the learning turned into a clear plan for the very next changeover.

Trust mattered. The message was simple: tests help you succeed under pressure. No surprise grading. People saw what they did well, what to practice, and how to earn sign‑off for more complex changeovers. Small wins were celebrated in huddles, which kept motivation high.

The team set a steady rhythm. New hires tested in their first two weeks. Everyone rechecked on a set cycle and after big equipment or product changes. Over time, the plant built a living picture of skills by station and shift. That picture became the backbone of staffing, coaching, and continuous improvement.

The Solution Translates Assessment Data Into Standard Work and Coaching

The team made every test result useful on the floor. They set a simple loop: test, print a clear plan, coach, update. Scores and notes showed where time leaked. They did not hide the data in a system. They put it in front of crews at the line.

Standard work moved from long binders to a one‑page, visual checklist for each line, machine model, and SKU. It showed the exact order of steps, photos or icons for key tasks, the right set points, and the safety and quality checks at the right time. It also left space for “notes for this run” and quick sign‑offs. Crews could scan it in seconds and get moving with confidence.

Before each changeover, the supervisor ran a short huddle. The checklist highlighted a “top three” focus list based on the latest results. Roles were set so each person worked to strength while also growing a skill. During the changeover, a lead watched two or three steps that often caused delay and gave quick prompts. After restart, the team did a one‑minute debrief and marked any tweaks to lock in next time’s win.

• If set points were often wrong, the checklist added a bold verify step and a second set of eyes
• If tool hunts ate time, parts moved into a kitted box with a simple photo map
• If labels or codes failed checks, the sequence shifted so that check happened earlier
• If a station slowed the restart, a buddy paired with the operator for that step only
• If many people missed the same step, the layout or guard was adjusted, not just the training

A live skill matrix tied it all together. Each station showed red, yellow, or green by operator and shift. Staffing used that view to place people and plan cross‑training. As folks turned yellow to green, coaches eased off and moved to the next gap.

The rhythm was light but steady. Daily huddles reviewed yesterday’s top delay. Weekly stand‑ups looked at trends and picked one fix to test. Every update to the checklist rolled out right away so the next crew always had the best way at hand. Over a few cycles, changeovers felt calmer, faster, and the results stopped swinging from shift to shift.

The Cluelabs PDF Maker eLearning Widget Turns Results Into Visual Job Aids

To make results useful right away, the team used the Cluelabs PDF Maker eLearning Widget to turn quick tests into clear, visual job aids at the line. Instead of flipping through binders, crews got a simple one‑page guide that showed the right steps in order, the exact set points, and the checks that matter most.

Here is how it worked in practice. After an operator finished a short skills check in Storyline, the course sent key details to the PDF Maker: line, machine model, SKU, set points, flagged steps, and the score. The widget built a branded checklist in seconds with icons or photos, a “top three watch‑outs” based on the flagged steps, and sign‑off fields for the operator and the supervisor. The file landed in the supervisor’s inbox and printed at the line so the crew had the latest plan for that run.

Every file carried a date, time, and version, so people knew they were using the most current guide. If a step changed, the team updated the template and the next print reflected the change right away. The system logged each generation, which created a clean audit trail and made version control simple.

• Crews started with the right sequence and settings for that exact product
• Supervisors focused coaching on the top three hot spots from recent results
• New hires followed visuals and sign‑offs that built good habits fast
• All shifts used the same one‑pager, which kept results consistent
• Audits were easier with names, times, and checks captured on the sheet

The widget kept the loop tight: test, print a clear plan, coach, update. It put run‑specific standard work in everyone’s hands and on every machine, which helped crews move faster with fewer errors and made changeovers feel smooth across all shifts.

Pilot Lines Validate the Approach and Inform the Rollout Plan

The team started with two pilot lines. One line ran many short products with frequent changeovers. The other handled a complex pack format that often took longer to switch. The goal was simple. Prove that tests, a one page job aid, and quick coaching could cut time and reduce errors without adding burden to busy crews.

They set a clear baseline first. For two weeks they timed changeovers, counted rework on first cases, and noted the most common delays. Operators and mechanics shared what slowed them down. Supervisors captured simple notes and photos. This gave everyone a shared picture of where time went.

• Build short checks in Storyline for sequence, set points, and safety
• Use the PDF Maker to create a run specific checklist after each check
• Hold a two minute huddle before changeover and a one minute debrief after restart
• Log sign offs on the printed sheet and keep it at the machine
• Update the template weekly based on feedback and results

The pilots ran for six weeks. By week two, crews were using the one pagers without prompts. The checklists reflected the exact SKU and machine model. The “top three watch outs” came straight from recent test results, so coaching stayed focused. When a step changed, the next print showed the change the same day, which built trust.

• Median changeover time dropped by about 20 to 30 percent
• First pass quality on the first 10 cases improved and scrap fell
• Hot spots narrowed to a few repeat steps, which guided fixes to layout and kitting
• New hires ramped faster with clear visuals and buddy help at the right step
• Audit trails improved with names, times, and checks on each sheet

Operator voice shaped the rollout plan. People asked for larger photos and clearer labels on set points. They wanted a kitted box with mapped parts at each line. Mechanics suggested moving one verification earlier in the sequence. The team folded these ideas into the templates and the coaching script. The result felt like a tool built with the people who used it.

Leaders set simple gates for scale. A line would move to rollout when three shifts hit a stable time window for two weeks, when first pass quality stayed high, and when each role had two green level backups on the skill matrix. They also defined what support each site needed to start.

• One shared template library for lines, models, and SKUs
• A printer at each line and a backup plan for outages
• Two changeover champions per shift to run huddles and coach
• A weekly review to track time, scrap, and the top delay
• A simple playbook that showed setup, roles, and how to use the PDF Maker

With proof from the pilots and a clear playbook, the plant planned a wave rollout. Five lines would go live each month with on site support for the first week, then light touch check ins. This staged plan kept momentum high and gave teams room to learn and adjust without slowing production.

Change Management and Line Side Support Sustain Adoption

Winning a new way of working on a busy line takes more than a smart checklist. People need clear reasons, simple steps, and fast help right where the work happens. The rollout focused on ease. Crews learned the why, saw the tool in action, and had someone to call when things got tricky. No big classes. Short demos at the machine. Questions answered on the spot.

Before each site went live, leaders held short kickoff huddles on all shifts. They showed how quick tests fed the one page guide, how the printed sheet cut guesswork, and how sign offs protected quality. The message was direct. This saves time, reduces rework, and makes your shift less stressful. Then teams ran a real changeover with help at their elbow.

• Two changeover champions per shift supported the first two weeks
• A simple help number and chat handled printer or template issues
• A spare tablet and a backup printer sat near the line
• Each machine had a holder for the current one pager and a place to store the last two
• Supervisors used a short script for the huddle and the debrief

Leaders set light routines that kept the habit strong. Five minutes before each changeover, the team reviewed the top three watch outs on the sheet. During the switch, the champion watched the few steps that caused delay last week and offered quick prompts. After restart, the crew checked the first cases, marked any notes, and turned the sheet in.

• Daily floor walks looked for the current version on every machine
• Weekly reviews shared time saved and the most common delay
• Any fix that removed a step or a hunt showed up in the next template
• Print by default before each changeover became the rule

Fairness mattered. Observers met for short calibration sessions so a pass on days looked like a pass on nights. They reviewed a few scored checklists together and aligned on what good looked like. New observers shadowed a veteran for two runs before scoring on their own.

Operator voice stayed front and center. Crews asked for larger photos and clearer labels for set points. Mechanics requested one earlier verification. Supervisors wanted a bigger space for notes. The team updated the master templates and the changes flowed into the next print. Seeing their ideas in the guide built trust and pride.

Recognition helped too. Shifts that hit a new best time signed the sheet and posted it on a small board at the line. Leaders called out quick wins in huddles. People saw how their effort turned into less scrap, fewer stops, and smoother handoffs between shifts.

The Cluelabs PDF Maker kept support simple. If a step changed, the template was updated once and every new print reflected it. Each file carried the date and version, so crews avoided old instructions. The log of prints made audits easy and showed that teams used the process every day.

With steady coaching, quick fixes, and visible wins, the new way became the normal way. Crews asked for the one pager by habit. Leaders could spot gaps early and help in the moment. Adoption held because the process made work easier and results better.

The Program Delivers Faster Changeovers and Higher Uptime

The results came fast and held steady. With quick tests, clear one page guides, and coaching on the floor, crews cut changeover time and got back to rate with fewer hiccups. The printed sheets from the Cluelabs PDF Maker kept steps in order and set points right for each run. People spent less time hunting for tools and more time making good product.

• Average changeover time fell by about 25 to 30 percent across live lines
• Time to return to target speed dropped from around 10 minutes to about 5 minutes
• The spread between fastest and slowest shifts shrank from roughly 40 minutes to near 10 minutes
• First pass quality on the first 10 cases rose to about 98 percent and restart scrap fell by roughly 30 percent
• Uptime improved by 3 to 5 points, which added hundreds of productive hours each quarter

These gains showed up in daily work. Operators started each changeover with a current, run specific checklist that matched the line and SKU. Supervisors coached to the top three watch outs on the sheet. Restarts felt calm. The first cases met spec, and the line hit rate faster.

People grew faster too. New hires reached independence on basic changeover tasks in about half the time. More stations had trained backups on every shift. Confidence went up because the job aid and the test made expectations clear and the steps visible.

Compliance and audits improved. Each print carried a date, version, names, and sign offs. Sites showed proof of use and clean handoffs between shifts. When a step changed, the next print reflected it the same day, so old instructions did not linger.

The business impact was clear. Fewer delays meant better schedule hit rates and less overtime. The hours gained from shorter changeovers turned into more cases out the door without new equipment. Leaders saw a simple loop at work: test, print the plan, coach, update. It kept improving results while making the day easier for the people who run the lines.

Data and Audit Trails Enable Compliance and Continuous Improvement

Good data made the process simple to trust and simple to improve. Each printed one pager from the Cluelabs PDF Maker carried a date, time, version, line, machine model, SKU, and the names and sign offs. Tests fed in the flagged steps and the set points. That created a clear trail of who did what, when it happened, and which steps needed attention.

Leaders could answer basic questions in seconds. They could also use the same facts to guide the next fix instead of guessing.

• Was the current version printed before the changeover
• Who ran the job and who verified the checks
• Which steps were flagged in recent tests on this line and SKU
• Did the team complete safety and quality checks in the right order
• How long did it take to hit rate and how did first cases perform

Compliance got easier. Auditors asked for proof that crews used current instructions and did required checks. The team pulled the print log and the signed sheets for the dates in scope. Each file showed the version, the people involved, and the result. Observers also kept a short record of calibration sessions so scoring stayed consistent across shifts.

The same trail powered continuous improvement. Daily huddles looked at yesterday’s top delay on each line. Weekly reviews rolled those notes up by SKU and machine model. When a pattern showed up, the team made a small change and watched the next few runs.

• Moving label verification earlier cut restart rework on two lines
• A kitted parts box with a simple photo map took minutes out of tool hunts
• A bold verify step for filler set points reduced slow restarts
• Clearer photos and bigger font on plate height steps helped new hires

They tracked a few simple numbers to keep focus tight. Print before changeover rate. Time to complete the changeover. Time to rate. First pass quality on the first 10 cases. Number of missing checks found in reviews. Average age of templates by line and SKU. When any number slipped, the next update targeted that spot.

Ownership was clear. Each template had an owner, a backup, and a review date. Changes flowed through one master file, not through copies. Old versions stayed in an archive. The current version lived in a shared folder and at the line. That kept edits clean and removed confusion.

When an issue came in from a customer, leaders traced the run in minutes. They pulled the signed sheet, checked the set points and verifications, and matched it to the product sample. If a step was missing or unclear, they fixed the template and the setup. The very next print showed the change.

In short, the data and the audit trail were not extra work. They turned learning into clear steps, proved that people used those steps, and pointed to the next best fix. That mix kept quality tight and kept changeovers getting faster over time.

Lessons Learned Guide Replication in Other Plants

The wins on the pilot lines were not a one off. Other plants can get the same results with a simple playbook and a few basics in place. The heart of it is the same everywhere. Short tests near the work. A one page, run specific guide from the Cluelabs PDF Maker. Fast coaching on the floor. Simple metrics that everyone can see.

• Pick two pilot lines with different changeover profiles to prove the approach
• Keep tests short and task based so crews can use them during real work
• Use the PDF Maker to auto create a one page checklist with line, model, SKU, and key set points
• Make printing the checklist the default before every changeover
• Assign template owners with a review date and a backup to keep versions clean
• Calibrate observers so scoring looks the same across shifts
• Build a simple skill matrix and use it to staff stations and plan cross training
• Track a few numbers only: changeover time, time to rate, first pass quality, and print rate
• Fix the work, not just the training: kit parts, add photo maps, adjust layout
• Lock a global structure for the one pager and allow local photos and notes
• Give line side support for the first two weeks with champions, spare tablets, and a backup printer
• Share wins fast so crews see the payoff in time saved and fewer stops

Set a light roadmap for each site. Do a two week baseline to learn where time goes. Build the first templates and run a dry run. Go live on two lines with daily huddles and short debriefs. Update the template weekly from feedback and test results. When three shifts hit a steady time window for two weeks and first pass quality stays high, add the next set of lines.

Give the work a home. Keep a shared template library by line, model, and SKU. Store signed sheets in a simple folder by date. Use a short weekly review to surface the top delay, pick one fix, and check that the next print shows the change. Celebrate crews that hit new best times and post the signed sheet at the line.

Plan for basics that make scale easy. Place a printer at each line or cluster. Keep one spare. Set up a clean spot on each machine for the current one pager and the last two. Train two champions per shift to run huddles, help with tests, and coach the hot spots.

Expect quick wins. Most sites see time drops in weeks, with steadier results by week six. New hires ramp faster because steps are clear and support shows up at the right moment. Audits get easier because each print shows who did the work and when. As more lines join, a small cross site group can share templates, photos, and fixes so each site starts stronger.

The core lesson is simple. When tests reveal what matters and the result becomes a clear one page plan at the machine, people do great work. Pair that with line side coaching and a few steady habits, and plants can copy the approach with confidence and keep improving over time.

Is an Assessment-Driven, Visual Job Aid Program Right for Your Operation

In packaging and consumer goods, fast and accurate changeovers make or break the day. The organization in this case faced frequent product switches, uneven results across shifts, and avoidable downtime. Tests and assessments gave a clear picture of skills by station and revealed which steps caused delays. The team used those insights to create simple, visual standard work for each run. With the Cluelabs PDF Maker eLearning Widget, assessment results flowed into a one page checklist that matched the line, machine model, and SKU, with exact set points and sign offs. Supervisors coached to the top three hot spots, and every print left a clean audit trail. The mix of targeted testing, point of use job aids, and light coaching turned variability into consistency and sped up changeovers without adding burden.

1. Do your lines have frequent changeovers and variable outcomes
   Why it matters. The biggest gains come when many changeovers consume time and results swing by crew or shift.
   What it uncovers. If you see wide spreads in changeover time, scrap after restart, or frequent tool hunts, this approach likely delivers quick wins. If changeovers are rare or already stable, the impact may be smaller and another process may be a better target.
2. Can operators complete quick tests near the work and can you capture the right data
   Why it matters. Fast, practical checks power the whole loop. They show who can do what and which steps fail under pressure.
   What it uncovers. If tablets, QR codes, or shared kiosks are available, you can run short checks without slowing production. If devices, connectivity, or permissions are missing, plan for simple workarounds or a small tech investment. This also surfaces language needs and any policy limits on testing at the line.
3. Can you deliver and control run specific standard work at the line
   Why it matters. Turning results into a one page, current guide is the key to speed and consistency.
   What it uncovers. If you can print at the line and store the latest one pager in a visible spot, crews get clear steps every time. The Cluelabs PDF Maker can generate branded checklists with versioning and sign offs, which helps with audits. If paper is restricted on the floor, plan for protected sleeves or a shared tablet. This also tests whether you have template owners and a simple process for updates and version control.
4. Do leaders have time and skills to coach a short huddle and debrief
   Why it matters. A two minute huddle before the switch and a one minute debrief after restart keep the habit alive and the gains compounding.
   What it uncovers. If you can name champions on each shift, calibrate observers, and keep a visible skill matrix, adoption tends to stick. If staffing is thin or coaching is ad hoc, build a light routine first so checklists do not turn into wallpaper.
5. How will you prove impact and plan scale without heavy lift
   Why it matters. Clear metrics and simple gates make the case to expand and keep effort focused where it pays off.
   What it uncovers. If you can baseline changeover time, time to rate, first pass quality, and print rate, you will see gains in weeks. Use signed PDFs as an audit trail to satisfy quality and customer requirements. Set pilot lines, define go or no go criteria, and build a shared template library. If data is hard to access or metrics are unclear, fix that first so wins are visible and credible.

If most answers point to readiness, start small. Pick two lines, build short checks, print the one pager before each changeover, and coach the top three hot spots. Measure one month of results. If you hit steady time, better first pass quality, and fewer restarts, you have a fit worth scaling.

Estimating the Cost and Effort to Implement Assessment‑Driven, Visual Job Aids at the Line

This estimate reflects a practical, one‑plant rollout of the approach described in the case: short, task‑based tests built in an authoring tool, automated generation of one‑page changeover checklists via the Cluelabs PDF Maker eLearning Widget, line‑side printing, and light coaching. Actual costs will vary by wage rates, number of lines, device availability, and print volume.

• Discovery and Planning. Map current changeovers, agree on target metrics, define roles, and set pilot scope. This creates a shared picture of the work and a clear plan.
• Assessment and Job Aid Design. Convert the best‑known sequence and checks into short knowledge checks and an easy, one‑page visual checklist structure.
• Content Production. Build micro‑checks in your authoring tool (e.g., Storyline) and create checklist templates and visuals (icons, photos) that operators can scan fast.
• Technology and Integration. Configure the PDF Maker, wire Storyline triggers to pass variables, set up QR access, and ensure tablets/PCs and connectivity work at the line.
• Line‑Side Printing Setup. Place reliable printers, sleeves/holders, and stock paper/toner so crews can print the latest one‑pager before each changeover.
• Data and Audit Setup. Stand up a simple skill matrix and a shared folder structure for signed PDFs and version control; decide the few metrics you will track.
• Quality Assurance and Compliance. Calibrate observers, validate the procedure sequence, and review templates against safety and quality requirements.
• Piloting and Iteration. Run on two lines, support huddles, time changeovers, and update templates weekly based on results and operator feedback.
• Deployment and Enablement. Train supervisors and champions, run short on‑floor demos, and provide initial hands‑on support as new lines go live.
• Change Management and Communications. Keep messages simple, post quick references, and reinforce habits in shift huddles.
• Support and Sustainment (Year 1). Maintain templates, handle small requests, keep devices and printers working, and review metrics in a steady cadence.

Assumptions For This Example
One plant with 8 lines and 3 shifts; average of 2 changeovers per line per day; 250 production days/year; existing authoring tool license; Wi‑Fi available or modest upgrades; blended labor rates shown for illustration. PDF Maker paid tier budgeted as a placeholder to support expected print volume; confirm current pricing with the vendor.

Cost Component	Unit Cost/Rate (USD)	Volume/Amount	Calculated Cost (USD)
Discovery and Planning	$95/hour	48 hours	$4,560
Assessment and Job Aid Design	$100/hour	36 hours	$3,600
Content Production – Storyline Micro‑Checks	$110/hour	32 hours	$3,520
Content Production – Checklist Templates & Graphics	$90/hour	18 hours	$1,620
Technology & Integration – Cluelabs PDF Maker License	$75/month	12 months	$900
Technology & Integration – Trigger Setup & Testing	$110/hour	20 hours	$2,200
Technology & Integration – Tablets For Line Use	$350/unit	4 units	$1,400
Technology & Integration – Wi‑Fi/Access Points (if needed)	$400/unit	2 units	$800
Technology & Integration – Authoring Tool License (existing)	$0	1	$0
Line‑Side Printing Setup – Laser Printers	$250/unit	8 units	$2,000
Line‑Side Printing Setup – Paper & Toner	$0.06/page	4,000 pages/year	$240
Line‑Side Printing Setup – Protective Sleeves/Holders	$15/unit	16 units	$240
Data & Audit Setup – Skill Matrix & Folder Structure	$90/hour	20 hours	$1,800
Quality & Compliance – Observer Calibration	$70/hour	16 hours	$1,120
Quality & Compliance – Procedure/Template Review	$90/hour	8 hours	$720
Piloting & Iteration – Changeover Champions Time	$35/hour	120 hours	$4,200
Piloting & Iteration – On‑Site L&D Coaching	$800/day	4 days	$3,200
Deployment & Enablement – Supervisor Training	$45/hour	24 hours	$1,080
Deployment & Enablement – On‑Floor Rollout Support	$75/hour	24 hours	$1,800
Deployment & Enablement – Quick Reference Posters	$200/lot	1 lot	$200
Change Management – Comms & Huddle Scripts	$85/hour	12 hours	$1,020
Change Management – Floor Signage & QR Labels	$300/lot	1 lot	$300
Support & Sustainment (Year 1) – Template Maintenance	$90/hour	96 hours	$8,640
Support & Sustainment (Year 1) – Help Desk & Devices	$60/hour	30 hours	$1,800
Total Estimated Year‑1 Cost	—	—	$46,960

Effort and Timeline Snapshot

• Pilot (4–6 weeks). 0.3 FTE instructional designer, 0.1 FTE engineer/SME, 2 champions per shift for 1 hour/day during the first two weeks.
• Scale to 8 lines (6–8 weeks). 0.2 FTE ID for template tuning, light IT support, and line‑side coaching during go‑lives.
• Run state (ongoing). ~2–4 hours/week for template upkeep and metrics review; occasional device/printer support.

Biggest Cost Levers

• Printing approach. Central printers with runners reduce device costs but slow the loop; line‑side printers raise device cost but speed adoption.
• Template reuse. Fewer template variants lower design time; photo‑heavy local versions increase effort but improve usability.
• Champion coverage. More early support accelerates results; less coverage saves labor but may slow adoption.
• Device reuse. Reusing existing tablets/PCs can remove several thousand dollars from the budget.

Use these figures as a starting point. Replace unit rates with your internal wages and confirm vendor pricing for the PDF Maker plan and any hardware. A small, well‑supported pilot typically pays back fast by cutting changeover time, scrap, and unplanned overtime.