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Search or filter all 80 decision engines. Every engine returns a recommendation, not just a number, plus the tradeoffs and reasoning behind it.

80 engines

• Daily Shift Planner Plan a day's staffing from volume to coverage, then track that same day's actuals live against a plan-vs-actual bridge and executive summary.
• Shift Staffing and Coverage Planner Check staffing coverage shift by shift against expected attendance, not the raw schedule, and total labor hours and cost.
• Overtime vs Hire Decision Compare total overtime cost against total hiring cost, including hiring cost and unused new-hire capacity.
• Workload to Staffing Converter Convert a daily workload and labor standard into required labor hours and whole-person staffing.
• Break Coverage Planner Check whether coverage holds during the break trough, not just the full-shift average, and find the safe number of concurrent breaks.
• Shift Pattern Comparator Compare two shift patterns on total labor cost, once whole-person scheduling rounding and each pattern's attendance rate are applied.
• Production Capacity Planner Turn cycle time and available time into daily capacity, the takt time demand requires, and the resulting gap.
• Order Feasibility Planner Check whether a new order fits your bottleneck capacity and due date, given backlog and start delay.
• Bottleneck Capacity Analyzer Turn step cycle times and available time into real line capacity, the constraint step, and the gap against demand.
• Demand Growth Capacity Stress Test Compound a demand growth rate against current capacity to find the period, if any, a gap opens.
• Cycle Time vs Takt Line Balance Planner Find which of four line stations is the real bottleneck against takt time, not just the average cycle time.
• Production Completion Date Planner Turn order demand and schedule constraints into a realistic promised completion date.
• Finite Capacity Load Planner Sequence two or three orders against shared capacity and see exactly where the queue breaks.
• WIP Limit Decision Calculate the work-in-process cap that holds lead time at or under target using Little's Law, and compare a current WIP level against it.
• Dispatch Rule Comparator Compare SPT and EDD sequencing on a four-job queue to see which rule wins on average flow time versus on-time delivery.
• Forward vs Backward Scheduling Comparator Decide whether a job should start now or on its latest safe start date, and check whether either approach actually hits the due date.
• Scrap Cost Decision Prices annual scrap and rework cost from defect rate, volume, and unit cost.
• Cost of Poor Quality Expand scrap cost into the full Prevention-Appraisal-Failure total and price a target defect-rate improvement.
• Defect Reduction ROI Prices the ROI and payback period of a defect-reduction improvement program.
• Preventive Maintenance Interval Planner Compare a current and proposed PM interval on total annual cost, not failure count alone.
• Repair vs Replace Equipment Compare the equivalent annual cost of repairing versus replacing a piece of equipment.
• Reliability Improvement ROI Test whether a reliability investment pays back within its useful life from downtime and maintenance savings.
• Service Level Cost Tradeoff Turn a target service level into the safety stock, reorder point, working capital, and residual stockout risk it requires.
• Stockout Cost Decision Price the annual cost of a stockout risk against the real annual cost of carrying extra safety stock to avoid it.
• Multi-Item Working Capital Prioritizer Rank two or three safety-stock investments by stockout cost avoided per dollar of capital, then allocate a fixed budget across them.
• Warehouse Expansion Decision Weigh added warehouse space against your growth rate and current capacity.
• Warehouse Capacity Planner Turn storage locations, units per location, and a growth rate into current utilization and the year a practical capacity ceiling is crossed.
• Rack Type Capacity Comparator Compare two rack types on cost per unit actually stored, not raw density, once each is checked against a required capacity.
• Warehouse Staffing Planner Turn throughput and labor productivity into a staffing requirement that accounts for the real congestion penalty of running past a warehouse's practical utilization ceiling.
• Slotting ABC Velocity Planner Find the optimal tier-to-zone slotting pairing by pick velocity and see how much daily travel time it saves versus an as-labeled or unslotted layout.
• Warehouse Throughput Bottleneck Find which step in your warehouse flow is the real constraint and the throughput gain from relieving it.
• Pick Method Comparator Compare discrete and batch picking on total daily labor hours once per-item sort overhead is priced into batch picking, not just travel time.
• Cartons per Pallet Optimizer Calculate how many cartons fit per pallet layer and total, checking both carton orientations and the pallet weight limit.
• Unit Load Cost Optimizer Compare two pallet configurations on total shipment cost, once partial-pallet rounding and each configuration's material and handling cost are applied.
• LTL vs FTL Decision Compare LTL and FTL freight cost against your service requirement to pick a mode.
• Mode Cost Comparator Compare standard and expedited freight cost once the cost of arriving late is priced in.
• Cost per Unit Decision Model Roll up labor, quality, and freight cost into a full per-unit cost with a target check.
• Contribution Margin per Constraint Hour Rank two products by contribution margin per minute of your bottleneck resource.
• Automation ROI Planner Test whether an automation investment pays back against labor, quality, and maintenance savings.
• Make vs Buy Decision Compare fully loaded make cost, including constraint opportunity cost, against a supplier buy price.
• Rush Order Acceptance Decide whether to accept, accept with overtime, or decline a rush order based on schedule slack and risk-adjusted margin.
• Pallet Height Optimizer Find how many carton layers fit within a height limit once the pallet's own base height is accounted for, and the resulting total pallet…
• Layer Pattern Comparator Compare column stacking against interlocked (brick) layer patterns on cartons-per-layer and lateral stability risk.
• Double Stack Feasibility Check whether pallets can be safely double-stacked in a trailer on both height and weight, and the resulting trailer cube utilization gain.
• Quality Gate Placement Comparator Compare inspecting early versus late in a process on total quality cost, once the downstream cost of a late-caught defect is priced in, not…
• Bulk vs Racked Storage Comparator Compare bulk and racked storage on total annual cost once each option's footprint is priced in, not just cost per square foot.
• Overflow Storage Decision Compare flexible overflow storage against a permanent capacity expansion on annualized cost, and see how the planning horizon changes which one wins.
• PM vs Run-to-Failure Comparator Compare a PM program against running the asset to failure on total annualized cost, pricing an unplanned-downtime premium over planned PM downtime.
• Shutdown Maintenance Capacity Planner Check whether a planned shutdown window has enough crew capacity to clear the maintenance backlog, applying a realistic productivity factor.
• Order Frequency Comparator Compares two order-frequency options on total annual cost, ordering plus holding, so consolidating into fewer larger orders is not assumed cheaper.
• Order Cutoff Feasibility Check whether an order fits before the daily cutoff once the queue already ahead of it is counted, not just the order alone.
• Automation vs Labor Comparator Compares automating against continuing with labor on total annual cost, including the annualized capital cost, not just automation's lower per-unit operating cost.
• Outsource vs Expand Capacity Compares outsourcing against expanding in-house capacity on total annual cost, including the expansion's annualized capital cost, not just its lower per-unit operating cost.
• Operational Break Even Comparator Compares two cost structures on profit at your actual volume, not contribution margin alone.
• Landed Cost Planner True landed cost per unit with duty calculated on cost plus freight, not cost alone.
• Peak Demand Staffing Stress Test Checks whether a peak-demand staffing gap can actually be closed in time, not just whether the headcount looks fixable.
• Seasonality Capacity Planner Decides between flexing up temporary capacity for a peak season or building fixed capacity year-round, on total annual cost.
• Demand Scenario Comparator Stress-tests one capacity level against two demand scenarios at once, so a plan that covers the expected case doesn't hide a breach under the…
• Container Load Planner Calculates how many unit loads fit in a container, checking both footprint orientations and the weight limit, not cube fit alone.
• Consolidation Savings Planner Calculates freight savings from consolidating partial-fill shipments into fuller loads, using volume-conserving math.
• Detention Cost Exposure Calculates real monthly detention cost exposure using free-time-netted billable hours, not the full dwell time.
• Constraint Improvement Value Values an hour freed on your bottleneck at its real contribution rate and gates the project on payback.
• SMED Changeover ROI Annualizes changeover-time savings into recovered capacity and dollar value, gated on payback.
• OEE Loss Prioritizer Ranks availability, performance, and quality loss by real dollar value using the correct OEE waterfall.
• Cycle Time Reduction ROI Annualizes cycle-time-reduction savings into recovered capacity and dollar value, gated on payback.
• Forklift Fleet Sizing Sizes a forklift fleet against a realistic utilization target, not a 100%-wrench-time assumption.
• Conveyor Capacity Planner Calculates real conveyor throughput using unit length plus minimum gap as the true spacing.
• Manual vs Conveyor Decision Compares manual handling labor cost against conveyor cost with capital properly annualized over its useful life.
• Milk Run Frequency Planner Calculates real average line-side inventory using the sawtooth time-average, half the run capacity.
• Line Side Inventory Sizing Sizes line-side inventory with cycle stock, a late-run buffer, and a safety margin.
• Lighting Retrofit ROI Calculates lighting retrofit payback including avoided maintenance savings, not energy cost alone.
• Energy Efficiency Project Prioritizer Prioritizes energy-efficiency projects by real dollar savings among those that clear your payback target.
• Peak Demand Charge Planner Calculates real demand-charge savings from load-shifting, accounting for the utility ratchet clause.
• Generator Sizing for Operations Sizes a backup generator to cover motor starting surge, not just steady-state running load.
• Power Factor Cost Impact Calculates real power-factor penalty exposure and correction payback, netting out the allowed kVAR.
• Reorder Point Planner Calculates the true reorder point, lead-time demand plus safety stock, not lead-time demand alone.
• Spare Parts Criticality Planner Decides which spare parts are worth stocking by expected downtime cost avoided, not part price alone.
• Backorder vs Expedite Decision Compares true total cost of backordering versus expediting, including the flat minimum expedite charge.
• Dock Door Requirement Planner Sizes dock doors against a realistic utilization target, not a 100%-occupancy assumption.
• Bottleneck vs Non-Bottleneck ROI Compares two improvement projects on real system throughput value, not local capacity gain.