01
Baseline
Document the original production condition, customer demand, capacity, labour, quality, WIP, lead time, material, software, and recurring failure pattern.
Case Studies
Titan Production Case Studies
Machines · Lean · Software · Tooling · Dust · Training · Reliability
Production improvements for woodworking manufacturers
Production improvements that showwhat changed, why it mattered, and how the result was measured.
Explore practical examples from cabinet, furniture, door, panel, architectural millwork, and woodworking production. Each case focuses on the operating problem, the changes made, the production result, and the lesson that can be carried into another shop.
11 manufacturing casesLean flow, cabinet capacity, batch-one processing, doors, dust control, software, tooling, edgebanding, and five-axis machining.
8 improvement applicationsCapacity planning, pull scheduling, whole-piece flow, service parts, maintenance, equipment buying, training, and material handling.
16 production measuresOutput, lead time, work-in-process, yield, tooling, downtime, handoff quality, and delivery performance.
Complete production viewEquipment, workflow, people, tooling, maintenance, infrastructure, implementation, and measurable customer output.
What a useful production case study should show.
A strong case explains the starting condition, the production constraint, the change that was made, the way it was implemented, the result that followed, and the work required to hold the gain.
02
Constraint
Identify the machine, information gate, skill, supplier, material route, handling step, quality problem, or schedule rule limiting complete output.
03
Decision
Define the machine, software, tooling, lean method, extraction, maintenance, training, handling, layout, or process intervention selected.
04
Implementation
Show site preparation, data cleanup, acceptance testing, commissioning, operator training, standards, buffers, and ramp-up.
05
Measured result
Report verified changes in output, quality, lead time, labour, downtime, tool cost, material yield, WIP, safety, or delivery.
06
Sustainment
Explain daily management, maintenance, training, service, audits, standard work, ownership, and the next improvement cycle.
Woodworking and furniture manufacturing case studies.
These cases cover recurring production challenges in furniture, cabinetry, doors, panel processing, architectural millwork, tooling, software, dust collection, edgebanding, and five-axis machining.
CASE 01
Single-piece furniture flow reduces assembly delay
Lean · one-piece flow · workstation layout · standard work
Before / constraint
Production had spread across a larger building without a clear assembly route. Team members walked excessive distances, parts were not consistently available at the point of use, batch processing delayed completion, and new-hire assembly needed stronger standardization.
Change / implementation
The production team observed the work, trained employees in 5S and lean fundamentals, reorganized the assembly area, clarified material needs, and replaced batch processing with a one-unit-at-a-time flow.
Result
A single unit could be prepared for shipment in about 20 minutes instead of taking up to two days to move through the previous batch process. The shop also gained capacity, reduced handling, and made the assembly route easier to teach and manage.
Titan application
For cabinetry and millwork, define the complete unit, place required parts and tools at the work cell, reduce batch queues, and measure complete accepted units rather than isolated activity.
CASE 02
Lean training restores cabinet production capacity
Cabinet manufacturing · WIP · rework · continuous improvement
Before / constraint
Earlier lean practices had weakened through staff turnover and new-hire growth. Production accumulated more work-in-process, waste, rework, and scrap, increasing operating cost and reducing available capacity.
Change / implementation
The operation completed a plant assessment, built a production-improvement roadmap, and delivered role-based lean training so improvement knowledge would remain active inside the company.
Result
The operation reported a 10% productivity increase within seven months using substantially the same equipment. Higher throughput, lower operating losses, and stronger internal improvement capability followed the training.
Titan application
Training is part of the production system. Role-based instruction, visible standards, work-in-process control, repeat coaching, and leadership routines help prevent process drift.
CASE 03
Batch-one furniture sizing and edgebanding
Flexible cell · just-in-time panels · storage · offcut control
Before / constraint
A broad custom-furniture range required flexibility, consistent finishing, fast response, and control of changing panel sizes, edge requirements, machining operations, and reusable offcuts.
Change / implementation
An integrated batch-one system combined automatic storage, multiple cutting resources, offcut management, flexible routing, production-supervisor software, and paired squaring and edgebanding equipment.
Result
The system supported high-mix production with delivery times as short as eight working days, just-in-time panel sequencing, interchangeable cutting resources, and automated offcut return.
Titan application
The answer is not simply faster saws and edgebanders. Storage, software, offcuts, machine redundancy, sequencing, panel identity, and downstream balance must operate as one cell.
CASE 04
Automated batch-one special-door machining
Robotics · barcodes · ERP/MES · rapid setup · door output
Before / constraint
Large special doors required varied drilling and routing, high part weights, different dimensions, rapid setup, accurate identification, and controlled sorting.
Change / implementation
The cell used barcode identification, robotic loading and unloading, parallel machining resources, supervisor software, automatic program calls, production-system integration, and a flexible route for unusual operations.
Result
The automated cell demonstrated output of approximately 250 doors per shift while retaining batch-one capability. Key machining cycles were completed in under one minute, with automated sorting and a controlled route for special manual work.
Titan application
Door capacity should be measured in accepted doors per shift, not only spindle speed. Identity, handling, routing exceptions, sorting, and software handoff are core production functions.
CASE 05
Dust extraction removes recurring production stoppages
Dust collection · press uptime · energy · safety
Before / constraint
Dust entered panel-pressing equipment and required repeated production stoppages for cleaning, reducing operational efficiency and increasing workplace and combustible-dust concerns.
Change / implementation
A customized filtration system continuously extracted dust below the press bands while the line operated, supported by system analysis, installation planning, and a complete source-capture approach.
Result
The completed system reduced cleaning-related downtime by 73% while keeping equipment cleaner and supporting better operating efficiency, energy use, and workplace conditions.
Titan application
Dust collection belongs in the capacity model. Capture performance, filters, ducting, discharge, energy, cleaning time, and maintenance access can materially change usable machine output.
CASE 06
Custom cabinet work becomes production-ready data
Cabinet software · nesting · material planning · reduced error
Before / constraint
A wide range of custom kitchens and furniture created high planning complexity. Manual cut lists, material reports, hand cutting, and part tracking consumed time and introduced error risk.
Change / implementation
A design-to-CNC software workflow was implemented for automatic cut and material reports, reusable cabinet libraries, intelligent design changes, nesting, offcut use, and better pre-production review with assembly staff.
Result
The workflow produced CNC-ready output for about 90% of projects, improved confidence in quality and precision, reduced human error, and provided clearer estimates of required sheets and machine time.
Titan application
Measure complete-and-correct release, programming time, sheet requirements, machine hours, revision errors, label accuracy, and downstream questions.
CASE 07
Design-to-machine workflow eliminates redundant programming
Architectural casework · CAD/CAM · nesting ·
Before / constraint
Projects were drawn in design software and then rebuilt through machine-level programming, creating a redundant production step, more programming time, and more opportunities for material-consuming errors.
Change / implementation
The shop connected cabinet-design and CAM software with CNC equipment, a beam saw, automatic nesting, and automated sheet storage so approved design information could create production-ready toolpaths and simulated nests.
Result
The operation reported at least a 30% reduction in design and programming time. Three-dimensional models and nest simulation helped identify mistakes before material was cut, improving efficiency and reducing waste.
Titan application
A controlled digital handoff uses one approved job identity, one revision, machine-ready files, tool data, labels, material requirements, and visible release status.
CASE 08
Tooling management becomes a production advantage
Tool management · cut quality · downtime · total tooling cost
Before / constraint
A bespoke furniture manufacturer experienced frequent tooling problems, delayed support, avoidable downtime, material waste, and high annual tooling cost.
Change / implementation
The shop standardized its tooling program around application support, quick-release systems, planned service intervals, tool management, and earlier technical involvement in new production requirements.
Result
The tooling program reduced annual tooling cost by 40%, extended tool life, reduced waste, removed recurring tooling emergencies, and consolidated a three-operation process into one pass.
Titan application
Measure tooling cost per accepted unit and include tool life, service, setup, runout, cut quality, scrap, downtime, inventory, and operator confidence.
CASE 09
Edgebanding capacity grows without unsustainable overtime
Edgebanding · return systems · training · ramp-up · service
Before / constraint
A furniture producer needed more output, faster changeover, flexible edge configurations, reliable finish quality, and a transition plan that would not destabilize production.
Change / implementation
Two edgebanders with panel-return systems were specified around the production requirement, future glue options, remote diagnostics, staggered installation, and one week of training for each machine.
Result
The operation reached record production output without increasing overtime. Operators adapted quickly, and both machines reached full production by the end of the fourth week.
Titan application
Include commissioning sequence, old-machine contingency, operator release time, training by shift, first-good production, ramp milestones, and service access in the implementation plan.
CASE 10
Five-axis CNC delivers architectural complexity
Architectural panels · digital geometry · tooling · repeatability
Before / constraint
A major concert-hall interior required thousands of unique, dense, non-flammable panels with three-dimensional acoustic surfaces and highly complex digital geometry.
Change / implementation
The manufacturer used three five-axis CNC machining centres, extensive CAD-to-machine preparation, two-sided machining macros, specialized workholding, diamond tooling, and disciplined tool service.
Result
The project involved more than 10,000 parts covering approximately 6,000 square metres, nearly one million irregular cavities, more than 30,000 CNC programs, extensive routing, and thousands of tool-service cycles.
Titan application
For architectural millwork, five-axis CNC provides controlled complexity through digital preparation, fixtures, tool management, repeatability, part identity, inspection, and confidence in difficult work.
CASE 11
Window production moves into five-axis CNC
Doors and windows · dual work zones · training · adoption
Before / constraint
A joinery operation wanted to expand window production, machine hardware and profiles efficiently, improve finish and labour use, and prepare one component while another was being processed.
Change / implementation
A five-axis CNC with an automatically positioned worktable supported alternating work zones, hardware preparation, drilling, profiling, and more complete machining in one controlled process.
Result
The first window units were produced about one month after installation, with clear labour and assembly benefits. The ramp also showed the importance of deeper software training before full production dependence.
Titan application
Equipment capability is incomplete without programming skill. Plan software training, production templates, backup users, post-processing ownership, and time to prove real products.
Production improvement applications.
These application outlines show how Titan can organize common shop challenges into a practical improvement project with a defined scope, clear deliverables, and production measures that can be tracked.
APPLICATION 01
Capacity planning converts machine speed into customer output
A cabinet shop has feed speeds, axis speeds, cycle reports, and labour hours but cannot state dependable cabinets per day. Titan can define units by process, observes cycle and touch time, models product mix, identifies the constraint, and compares required versus available good hours.
DeliverableMachine capacity sheets, process capacity matrix, constraint buffer, growth scenarios, and accepted output by hour, shift, and day.
APPLICATION 02
Pull scheduling and deliberate buffers replace uncontrolled release
Jobs are pushed to every machine, WIP fills carts and aisles, priority changes by conversation, and the bottleneck alternates between starvation and blockage. Titan can define the pacemaker, finite load, FIFO lanes, supermarkets, time buffers, dispatch rules, and release gates.
DeliverablePull-release design, buffer units and limits, machine dispatch rules, frozen schedule window, and buffer-status dashboard.
APPLICATION 03
Whole-piece cabinet flow keeps complete units visible
Nested and saw-cut parts move efficiently, but incomplete cabinets reach assembly without doors, backs, hardware, fillers, or remakes. Titan can define cabinet, room, elevation, or install-zone identity and carries completeness through labels, carts, kits, assembly, packaging, and shipping.
DeliverableWhole-piece unit definition, kit-completeness rules, shortage status, cart standard, install sequence, and complete cabinets per day.
APPLICATION 04
Service-part express lane protects blocked work
A low-value replacement part can hold a cabinet, room, truck, installer, invoice, or customer acceptance. Titan can create triage, machine-ready data reconstruction, small WIP limits, reserved production windows, alternate routing, delivery confirmation, and cause closure.
DeliverableExpress eligibility rules, service-level targets, route by machine, maximum WIP, ageing dashboard, and repeat-cause review.
APPLICATION 05
Maintenance planning turns recurring symptoms into reliability work
Machines continue running with increasing vibration, dust, glue-line issues, weak vacuum, short tool life, random faults, and repeat remakes. Titan can build an asset register, operator care, preventive tasks, condition triggers, critical spares, escalation, and production-safe service windows.
DeliverableMaintenance cadence, machine checklist, critical-spares classes, condition-monitoring triggers, planned shutdown work, and uptime metrics.
APPLICATION 06
Equipment buying starts with the complete production system
A shop begins with a machine quotation but has not resolved product mix, capacity unit, software, tooling, extraction, air, vacuum, material handling, training, maintenance, acceptance tests, or ramp-up. Titan can convert the purchase into a controlled implementation brief.
DeliverableFuture-state flow, equipment scorecard, site requirements, tooling package, ownership-cost model, acceptance test, and ramp plan.
APPLICATION 07
Training and handoff standards remove downstream questions
Operators know individual machines, but design, engineering, machining, edge, assembly, and maintenance use different definitions of ready and done. Titan can map questions, assigns required fields and physical presentation, trains by role, and creates a repeatable exception path.
DeliverableRole-based curriculum, workstation handoff standard, complete-and-correct release, question log, backup coverage, and skill matrix.
APPLICATION 08
Dust, tooling, and handling are optimized as one production cell
Cut quality is blamed on the machine while worn holders, poor extraction, dirty material, weak carts, excessive touches, and inconsistent tool settings remain unmanaged. Titan can measure each loss and redesigns the support system around accepted output.
DeliverableTooling library, extraction review, touch-and-travel map, cart and staging standard, cost per good unit, and quality-at-source checks.
Metrics that turn the story into production evidence.
Select the measures that fit the product family and process boundary. A result should be repeatable, comparable, and connected to complete customer output—not a one-time best cycle.
Accepted good units/hour
First-pass accepted output divided by staffed or scheduled production time.
Complete units/day
Cabinets, doors, rooms, orders, or customer packages completed—not partial components.
Lead-time reduction
Elapsed time from approved release to accepted completion before and after the change.
Touch-time ratio
Direct processing and handling time compared with total production lead time.
WIP and queue age
Quantity, value, location, status, and age of work between release and completion.
First-pass yield
Output completing the route without remake, rework, sorting, repair, or unplanned correction.
Constraint starvation
Time the bottleneck cannot run because complete approved work is unavailable.
Constraint blockage
Time the bottleneck cannot release work because downstream capacity or space is unavailable.
Setup and changeover
Time from the last good unit of one run to the first good unit of the next.
Labour minutes/unit
Direct or paid labour required for one accepted process or customer unit.
Material yield
Accepted product compared with purchased sheet, board, edge, coating, or component material.
Tooling cost/unit
Tool purchase, service, replacement, setup, downtime, and failure cost per accepted unit.
Downtime and availability
Planned and unplanned lost time using one agreed definition and source.
Express-part lead time
Authorized service-part request to accepted delivery at the blocked destination.
Handoff completeness
Work arriving with all required data, material, labels, programs, tools, and quality status.
On-time complete delivery
Orders delivered by the promised date with complete quantity and required quality.
Production-improvement project checklist.
Use this checklist to define the starting point, expected result, implementation requirements, and information needed for a productive equipment or process review.
Clear description of the production problem or missed customer requirement
Product family, material, routing, dimensions, and process boundary
Baseline production unit and time period for comparison
Identified machine, information, labour, material, quality, or scheduling constraint
Proposed equipment, software, tooling, handling, maintenance, or lean change
Site preparation, commissioning, training, and ramp-up requirements
Production test using actual materials and product mix
Accepted quality standard and first-pass completion requirement
Output, lead time, labour, work-in-process, material, downtime, and delivery measures
Documented assumptions, exclusions, risks, and outside dependencies
Operator, programmer, maintenance, supervisor, and leadership responsibilities
Sustainment owner, maintenance cadence, standard work, and next improvement action