DecisioQ End-to-End Examples
Learn DecisioQ through complete business workflows
Each example starts with a real automotive decision, shows the business data required, prepares decision-ready criteria, and explains the resulting recommendation.
New to DecisioQ? Start with a Featured Example.
Interactive Showcases
Enter or edit business values, optionally generate AHP priorities, and request an explainable DecisioQ recommendation.
Try the live showcaseWhich vehicle model best fits this customer?Compare vehicle models using purchase readiness, customer fit, gross profit potential, inventory availability, and deal risk.Try the live showcaseWhich shipping method should we use for this parts order?Compare shipping methods using order fit, service availability, shipment cost, service quality, and risk.Try the live showcaseWhich service bay should we assign to this repair?Compare service bays using equipment fit, availability, vehicle-size fit, workflow efficiency, safety risk, and setup time.Try the live showcaseWhich qualified recovery-equipment option best fits this job?Compare recovery-equipment options using incident fit, availability, cost, equipment quality, and risk.Try the live showcaseWhich parking zone should we recommend?Compare parking zones using availability, walking distance, customer priority, occupancy pressure, and operational fit.Try the live showcaseWhich vehicle should we dismantle first?Prioritize dismantling candidates using business value, cost, operational fit, customer impact, and risk.Try the live showcaseWhich rental vehicle class best fits this booking?Compare rental classes using customer need, availability, readiness, revenue potential, mismatch risk, and booking pressure.Try the live showcaseWhich used-vehicle acquisition candidate should we review first?Rank acquisition candidates using inventory fit, market demand, margin, reconditioning cost, compliance risk, and customer value.Try the live showcaseDetermine Fleet Vehicle ReplacementCompare replacement candidates using lifecycle cost, availability risk, maintenance burden, utilization criticality, and safety.Try the live showcaseDetermine Claim Intake PriorityCompare claims using severity, customer impact, coverage clarity, fraud risk, and estimated loss.Try the live showcaseDetermine Core Charge HandlingCompare core-charge handling options using return evidence, supplier credit, policy compliance, financial exposure, and customer relationship impact.Try the live showcaseSelect Nearest Qualified OperatorCompare qualified operators using proximity, certification match, workload, safety history, and customer service.Try the live showcaseSelect Auction HouseCompare auction sources using availability, fees, quality, distance, reputation, and title speed.Try the live showcasePrioritize Repair OrdersRank repair work using safety, urgency, completion risk, margin, parts readiness, and technician fit.Try the live showcaseSelect Parts SupplierCompare suppliers using cost, delivery, reliability, quality, fill rate, and payment terms.Try the live showcaseApprove High-Risk PurchaseEvaluate auction purchases using margin, risk exposure, title confidence, repair uncertainty, and priority.Try the live showcaseLease or Buy a VehicleCompare acquisition strategies across cost, value, operating fit, customer impact, and risk.Try the live showcaseDetermine Safety Inspection OutcomeCompare dispositions using safety, compliance, critical defects, repair cost, and customer-safety impact.Try the live showcaseRepair or Replace a TireCompare tire actions using repairability, safety risk, customer cost, remaining life, and urgency.
Featured Examples
Six complementary workflows selected to introduce selection, prioritization, approval and risk, recommendation, strategy, and outcome decisions.
Start hereAUTO-AUCT-044 — Approve High-Risk Purchase
Learn how to evaluate a high-risk purchase using expected margin, risk exposure, title confidence, repair uncertainty, and management priority.
Start hereAUTO-FLEET-008 — Determine Lease vs Buy Strategy
Learn how to compare lease and purchase strategies when value, cost, operational fit, customer impact, and risk compete.
Start hereAUTO-INSP-001 — Determine Safety Inspection Outcome
Learn how to determine an inspection outcome from safety, compliance, critical-defect, repair-cost, and customer-safety evidence.
Start hereAUTO-PART-007 — Select Parts Supplier
Learn how to rank suppliers when unit cost, delivery time, reliability, quality, fill rate, and payment terms compete.
Start hereAUTO-REPR-004 — Prioritize Repair Order
Learn how to prioritize repair work when safety, urgency, completion risk, margin, parts readiness, and technician fit compete.
Start hereAUTO-TIRE-024 — Recommend Tire Replacement
Learn how to recommend tire replacement using repairability, safety risk, cost, remaining tire life, and customer urgency.
Browse by Decision Type
Start with the kind of business decision you need to make.
Select
AUTO-AUCT-006 — Select Auction House
Learn how to select an auction house using vehicle availability, buyer fees, vehicle quality, distance, reputation, and title-processing speed.
AUTO-NCD-010 — Select Vehicles for Stock Order
Learn how to rank stocking candidates using forecast demand, inventory duration, margin opportunity, carrying cost, and allocation feasibility.
AUTO-PART-003 — Select Shipping Method
Compare shipping methods using order fit, service availability, shipment cost, service quality, and risk.
AUTO-PART-007 — Select Parts Supplier
Learn how to rank suppliers when unit cost, delivery time, reliability, quality, fill rate, and payment terms compete.
AUTO-TOW-005 — Choose Recovery Equipment
Compare recovery-equipment options using incident fit, availability, cost, equipment quality, and risk.
AUTO-TOW-019 — Select Nearest Qualified Operator
Learn how to select a towing operator using proximity, certification match, current workload, safety history, and customer rating.
Prioritize
AUTO-INS-011 — Determine Claim Intake Priority
Learn how to prioritize claim intake using severity, customer impact, coverage clarity, fraud risk, and estimated loss.
AUTO-PARK-032 — Prioritize Enforcement Patrol
Learn how to prioritize patrol targets using violation severity, safety risk, evidence quality, disruption, and compliance need.
AUTO-RECY-001 — Prioritize Vehicle Dismantling
Prioritize dismantling candidates using business value, cost, operational fit, customer impact, and risk.
AUTO-REPR-004 — Prioritize Repair Order
Learn how to prioritize repair work when safety, urgency, completion risk, margin, parts readiness, and technician fit compete.
AUTO-TOW-047 — Prioritize Invoice Review
Learn how to prioritize invoice review using invoice amount, billing discrepancy, payer priority, aging, documentation gaps, and collection risk.
AUTO-UCD-006 — Prioritize Acquisition Candidate
Rank acquisition candidates using inventory fit, market demand, margin, reconditioning cost, compliance risk, and customer value.
Approve / Evaluate Risk
AUTO-AUCT-044 — Approve High-Risk Purchase
Learn how to evaluate a high-risk purchase using expected margin, risk exposure, title confidence, repair uncertainty, and management priority.
AUTO-REPR-070 — Evaluate Mobile Service Feasibility
Learn how to evaluate mobile service using market demand, startup cost, margin potential, technician availability, service-scope fit, and operational risk.
Recommend / Assign
AUTO-NCD-002 — Recommend Vehicle Model
Compare vehicle models using purchase readiness, customer fit, gross profit potential, inventory availability, and deal risk.
AUTO-PARK-002 — Recommend Parking Zone
Compare parking zones using availability, walking distance, customer priority, occupancy pressure, and operational fit.
AUTO-RENT-008 — Assign Rental Vehicle
Learn how to assign a rental vehicle using reservation fit, available-unit match, preparation readiness, margin impact, assignment risk, and pickup pressure.
AUTO-RENT-009 — Recommend Vehicle Class
Compare rental classes using customer need, availability, readiness, revenue potential, mismatch risk, and booking pressure.
AUTO-REPR-006 — Assign Service Bay
Compare service bays using equipment fit, availability, vehicle-size fit, workflow efficiency, safety risk, and setup time.
AUTO-TIRE-024 — Recommend Tire Replacement
Learn how to recommend tire replacement using repairability, safety risk, cost, remaining tire life, and customer urgency.
Determine Outcome / Disposition
AUTO-FLEET-001 — Determine Fleet Vehicle Replacement
Learn how to identify the strongest replacement candidate using lifecycle cost, availability risk, maintenance burden, utilization, and safety.
AUTO-INS-036 — Determine Salvage Recovery Strategy
Learn how to choose a salvage recovery strategy using recovery value, storage cost, title complexity, disposal speed, and environmental compliance.
AUTO-INSP-001 — Determine Safety Inspection Outcome
Learn how to determine an inspection outcome from safety, compliance, critical-defect, repair-cost, and customer-safety evidence.
AUTO-PART-039 — Determine Core Charge Handling
Learn how to handle a core charge using core condition, return timeliness, supplier credit likelihood, policy compliance, financial exposure, and relationship impact.
AUTO-RECY-003 — Determine Scrap vs Resale
Learn how to choose between scrap and resale paths using expected value, cost, operational fit, customer impact, and risk.
AUTO-UCD-008 — Determine Trade-In Value
Learn how to determine trade-in value using decision fit, market demand, margin potential, reconditioning cost, compliance risk, and customer value.
Strategy / Planning
Browse by Industry
Find workflows from the automotive sector closest to your business context.
Auto Auctions
AUTO-AUCT-006 — Select Auction House
Learn how to select an auction house using vehicle availability, buyer fees, vehicle quality, distance, reputation, and title-processing speed.
AUTO-AUCT-044 — Approve High-Risk Purchase
Learn how to evaluate a high-risk purchase using expected margin, risk exposure, title confidence, repair uncertainty, and management priority.
Auto Insurance
AUTO-INS-011 — Determine Claim Intake Priority
Learn how to prioritize claim intake using severity, customer impact, coverage clarity, fraud risk, and estimated loss.
AUTO-INS-036 — Determine Salvage Recovery Strategy
Learn how to choose a salvage recovery strategy using recovery value, storage cost, title complexity, disposal speed, and environmental compliance.
Auto Parts
AUTO-PART-003 — Select Shipping Method
Compare shipping methods using order fit, service availability, shipment cost, service quality, and risk.
AUTO-PART-007 — Select Parts Supplier
Learn how to rank suppliers when unit cost, delivery time, reliability, quality, fill rate, and payment terms compete.
AUTO-PART-039 — Determine Core Charge Handling
Learn how to handle a core charge using core condition, return timeliness, supplier credit likelihood, policy compliance, financial exposure, and relationship impact.
Auto Repair
AUTO-REPR-004 — Prioritize Repair Order
Learn how to prioritize repair work when safety, urgency, completion risk, margin, parts readiness, and technician fit compete.
AUTO-REPR-006 — Assign Service Bay
Compare service bays using equipment fit, availability, vehicle-size fit, workflow efficiency, safety risk, and setup time.
AUTO-REPR-070 — Evaluate Mobile Service Feasibility
Learn how to evaluate mobile service using market demand, startup cost, margin potential, technician availability, service-scope fit, and operational risk.
Auto Towing
AUTO-TOW-005 — Choose Recovery Equipment
Compare recovery-equipment options using incident fit, availability, cost, equipment quality, and risk.
AUTO-TOW-019 — Select Nearest Qualified Operator
Learn how to select a towing operator using proximity, certification match, current workload, safety history, and customer rating.
AUTO-TOW-047 — Prioritize Invoice Review
Learn how to prioritize invoice review using invoice amount, billing discrepancy, payer priority, aging, documentation gaps, and collection risk.
Automotive Recycling & Salvage
AUTO-RECY-001 — Prioritize Vehicle Dismantling
Prioritize dismantling candidates using business value, cost, operational fit, customer impact, and risk.
AUTO-RECY-003 — Determine Scrap vs Resale
Learn how to choose between scrap and resale paths using expected value, cost, operational fit, customer impact, and risk.
Fleet Vehicle Management
AUTO-FLEET-001 — Determine Fleet Vehicle Replacement
Learn how to identify the strongest replacement candidate using lifecycle cost, availability risk, maintenance burden, utilization, and safety.
AUTO-FLEET-008 — Determine Lease vs Buy Strategy
Learn how to compare lease and purchase strategies when value, cost, operational fit, customer impact, and risk compete.
New Car Dealership
AUTO-NCD-002 — Recommend Vehicle Model
Compare vehicle models using purchase readiness, customer fit, gross profit potential, inventory availability, and deal risk.
AUTO-NCD-010 — Select Vehicles for Stock Order
Learn how to rank stocking candidates using forecast demand, inventory duration, margin opportunity, carrying cost, and allocation feasibility.
Parking Lot Management
AUTO-PARK-002 — Recommend Parking Zone
Compare parking zones using availability, walking distance, customer priority, occupancy pressure, and operational fit.
AUTO-PARK-032 — Prioritize Enforcement Patrol
Learn how to prioritize patrol targets using violation severity, safety risk, evidence quality, disruption, and compliance need.
Tire Retail & Service
Used Car Dealership
AUTO-UCD-006 — Prioritize Acquisition Candidate
Rank acquisition candidates using inventory fit, market demand, margin, reconditioning cost, compliance risk, and customer value.
AUTO-UCD-008 — Determine Trade-In Value
Learn how to determine trade-in value using decision fit, market demand, margin potential, reconditioning cost, compliance risk, and customer value.
Vehicle Inspection & Testing
Vehicle Rental
AUTO-RENT-008 — Assign Rental Vehicle
Learn how to assign a rental vehicle using reservation fit, available-unit match, preparation readiness, margin impact, assignment risk, and pickup pressure.
AUTO-RENT-009 — Recommend Vehicle Class
Compare rental classes using customer need, availability, readiness, revenue potential, mismatch risk, and booking pressure.