Duststop Air Filters - Production Digitization

Workflow Analysis & Efficiency Comparison
Jetpack Labs
Prepared February 2026
Current Manual Process
Production scheduling and reporting workflow as observed from Duststop's operational data
Manual / Paper-Based
Human Decision Point
Excel-Based
01

Planner Updates Inventory Planning Spreadsheet

Production/procurement manager opens the master "Inventory Planning" Excel workbook (21 tabs). Cross-references Sage 300 / Auto Simply MOs, forecasts, BOM component needs, and current inventory to determine what each line should run.

Single point of failure - one person's desktop
45-60
min / day
Planner
02

Schedule Prioritization & Sequencing

Planner manually sequences jobs across Louisville, AutoPinch 2, AutoPinch 3, AutoBox 1, AutoBox 2, and Tables lines. Factors in changeover times (5/15/20 min for minor/medium/major), lamination lead times, and customer priority. Adjusts for rush orders by inserting rows and recalculating downstream.

Reprioritization = reprint every affected sheet
30-45
min / change
Planner
03

Print & Distribute Line Schedules

Planner prints individual sheets for each production line from the first 6 tabs. Physically walks them out to each line and to the warehouse staging area. If a change happens mid-day, the process repeats entirely.

Floor operates on stale printouts after any change
15-20
min / round
Planner
04

Warehouse Receives Staging Printout

Warehouse team gets the Product Staging tab printout listing which raw materials to stage for each line. Cross-references manufacturing orders from Auto Simply for component quantities. Manually checks off staged items - no digital confirmation.

No visibility into staging status from other areas
20-30
min / day
Warehouse
05

Supervisors Walk Floor with Paper

Three supervisors rotate through 5-6 production areas. They record on paper: production counts per block (4 blocks/shift), changeover types (Mnr/Med/Mjr), assigned and unassigned downtime, staff count, and notes per block. One tablet shared between them.

Handwriting quality varies; notes often incomplete
60-90
min / shift
3 Supervisors
06

Transcribe Paper to Production Report Excel

After floor walk, supervisors return to desk and type paper notes into "Production_Report.xlsm" - 8 tabs covering Days/Afternoons for each line. Data includes production vs. target %, scrap counts, downtime minutes, and block-by-block notes.

20-30 min of pure data re-entry per supervisor
20-30
min / supervisor
Supervisor
07

Macro Saves to Summary & Email Distribution

VBA macro in Production_Report_022522.xlsm cleans the daily sheet and appends data to the Summary tab. Supervisor then manually emails the report out. Summary captures: Area, Shift, Date, Total Prod, Operator, %, Changeovers, Staff, Downtime, Notes, Line Speed, and Filters Per Person.

Email is the only distribution channel
5-10
min / day
Supervisor
08

Historical Tracking in PP Production

"pp production.xlsx" stores the running history - daily production/target/% for each line and shift. Data goes back to May 2018. Used for monthly averages, graphing, and trend analysis. Louisville's highest output: 18,720 filters (Jun 5, 2025). Current month average: 18,075 at 114% of target.

Disconnected from real-time; updated after the fact
15-20
min / week
Planner
Total Daily Administrative Burden
3.5-5 hrs
Data Source: Inventory_Planning__Active_2.xlsx (21 tabs, 12-month forecast), Production_Report.xlsm (8 tabs, daily entry), Production_Report_022522.xlsm (macro-enabled with Summary), pp_production.xlsx (historical data since May 2018, 17 tabs). All figures derived from actual Duststop operational files
Digitized Process
Production floor operations powered by the Duststop Production Platform
Fully Automated
AI-Assisted (Human Confirms)
Human Decision Point
01

Auto-Import from Sage 300 / Auto Simply

Scheduled sync pulls open manufacturing orders, BOM data, inventory levels, and forecasts directly from Duststop's SQL database. No manual data entry - the system starts each day with current figures.

Eliminates 45-60 min of daily spreadsheet maintenance
0
min / day
Automated
02

Drag-and-Drop Schedule Builder

Web admin portal lets the planner build schedules visually. System suggests optimal sequencing based on changeover minimization, BOM availability, and customer priority. Planner drags to adjust - changes propagate instantly to all views.

Reprioritization takes seconds, not 30-45 minutes
10-15
min / day
Planner
03

Real-Time Schedule on Line Tablets

Each production line (LV, AP2, AP3, AB1, AB2, Tables) has a wall-mounted tablet showing only their schedule. Updates appear instantly when planner makes changes. No printing, no walking, no stale information.

Floor always sees the current schedule - zero delay
0
min / day
Automated
04

Warehouse Staging Dashboard with Checklist

Warehouse sees a dynamic checklist of materials needed per line, auto-calculated from the schedule and BOM. They check off items as staged - visible to planner and supervisors. BOM component needs (media, frames, inserts, cartons, glue) calculated automatically.

Full staging visibility across the entire floor
5
min / day
Warehouse
05

Tablet-Based Production Reporting

Supervisors tap directly into the tablet at each line. Pre-populated fields for line, block, and expected targets. Tap to select changeover type, enter production count, select downtime reasons from dropdowns. Voice-to-text for notes - just talk and it transcribes.

Data captured at source - no re-entry needed
15-20
min / shift
Supervisor
06

Auto-Calculate KPIs & Comparisons

System automatically calculates: % of target per block and total, filters per person, scrap rate, explained vs. unexplained downtime. Compares against line speed targets (LV: 40 fpm, AP2: 20 fpm, AP3: 22 fpm, AB: 16 fpm) in real-time.

Instant metrics - no formulas to maintain
0
min / day
Automated
07

Automated Report Distribution & Alerts

End-of-shift reports auto-generate and distribute. Supervisor taps "Complete Shift" and the system compiles, formats, and sends. Alerts flag underperformance (below target %), excessive unexplained downtime, or recurring equipment issues.

Zero manual report compilation or emailing
1
min / day
Supervisor
08

Live Analytics Dashboard

Real-time dashboard replaces pp_production.xlsx entirely. Monthly averages, trend lines, highest output records, and line comparisons - all live. Historical data from 2018 forward imported and continuously updated. Accessible from any device.

Decision-ready data without touching a spreadsheet
0
min / week
Automated
Total Daily Administrative Burden
30-40 min
Impact Summary
Quantified efficiency gains across scheduling, reporting, and operations
85%
Reduction in Admin Time
1-2
FTE Hours Recovered Daily
0 sec
Schedule Change Propagation
100%
Floor Schedule Accuracy
Process Step
Current (Manual)
Digitized
Impact
Daily schedule preparation
45-60 min
0 min (auto-sync)
-100%
Schedule reprioritization
30-45 min / change
2-3 min (drag-drop)
-93%
Print & distribute schedules
15-20 min / round
0 min (instant push)
-100%
Warehouse staging coordination
20-30 min / day
5 min (digital checklist)
-80%
Floor data collection (per shift)
60-90 min (paper)
15-20 min (tablet + voice)
-75%
Data transcription to Excel
20-30 min / supervisor
0 min (captured at source)
-100%
Report compilation & email
5-10 min / day
1 min (auto-generate)
-85%
Historical tracking & graphs
15-20 min / week
0 min (live dashboard)
-100%
TOTAL DAILY ADMIN
3.5-5 hrs
30-40 min
-85%
Schedule accuracy on floor
Stale after any change
Always current
Eliminated risk
Data re-entry errors
Regular (paper to Excel)
None (direct capture)
Eliminated
Downtime trend visibility
After-the-fact (weekly)
Real-time alerts
Proactive
Spreadsheet maintenance burden
4 files, 50+ tabs
0 spreadsheets
Eliminated
Real Numbers from Duststop's Data: Louisville line runs at 40 filters/min with a current month average of 18,075 filters/day (114% of target). AutoPinch 2 averages 8,304/day at 104% target. The system tracks production across Days and Afternoons shifts with 4 blocks each, monitoring changeovers (Minor 5min, Medium 15min, Major 20min), scrap rates, and per-person productivity. The Inventory Planning workbook manages 21 interconnected tabs spanning forecast, BOM, inventory, and production across all lines. Source: pp_production.xlsx, Production_Report.xlsm, Inventory_Planning__Active_2.xlsx