Dataleo
RadarHomeNewsJobsAlertsInsightsTutorialsEcosystem
Technology · Inventory Allocation

Inventory Allocation

All Dataleo news, jobs, analyses and tutorials around Inventory Allocation in Supply Chain and Operations.

News

News (3)

→
Neighborhood Intelligence selects RELEX to connect retail inventory and merchandise financial planningMedium
·2026-10-08

Neighborhood Intelligence selects RELEX to connect retail inventory and merchandise financial planning

Neighborhood Intelligence, the group behind Bed Bath & Beyond, The Container Store and other retail banners, has selected RELEX to unify forecasting, replenishment, allocation and merchandise financial planning. The selection also covers open-to-buy and diagnostics. It represents a cross-banner planning investment, but improvements in inventory efficiency and availability remain expected benefits rather than measured outcomes.

The Dataleo angle

Connecting open-to-buy commitments to inventory allocation can improve cross-banner decisions only when merchandise, location and financial hierarchies are coherent. Otherwise, a unified interface can conceal conflicting purchasing and replenishment plans; reported benefits remain expected, not realized.

SAP pushes AI-enabled order orchestration toward a decision layerMedium
·2026-08-13

SAP pushes AI-enabled order orchestration toward a decision layer

SAP Order Management Services was named a Leader in IDC's 2026 assessment of AI-enabled order orchestration and fulfillment. SAP describes the product as connecting demand, inventory, fulfillment and financial context, with additional AI capabilities planned.

The Dataleo angle

Order orchestration becomes decision intelligence only if promised inventory, fulfillment cost and service commitments are optimized together. A consolidated interface without an explicit allocation policy remains workflow software, not autonomous order management.

SAP News
Sunstice and Kbrw connect planning and execution through an agentic decision loopHigh
Supply Chain Planning and Execution·2026-06-23

Sunstice and Kbrw connect planning and execution through an agentic decision loop

Sunstice and Kbrw are partnering to create a continuous decision loop between Supply Chain planning and execution. Kbrw’s platform captures operational signals from order, inventory and fulfillment activity, while Sunstice uses those signals to enrich forecasts, constraints, scenarios and planning priorities. Updated decisions can then flow back into Kbrw’s execution layer. The announcement moves beyond a conventional data connector: both companies position their AI agents as participants in the feedback loop between planning models and operational actions.
The Dataleo angle
The important change is not that two agents can exchange information. It is that execution events may alter planning assumptions and revised plans may immediately influence customer promises, allocation and fulfillment. Value depends on a governed decision contract between the two systems: shared definitions for constraints, priorities, timing, confidence and ownership. The main failure mode is an unstable feedback loop in which short-term execution noise repeatedly changes planning parameters while planning updates trigger further operational reallocations. Without thresholds, versioning and reconciliation, continuous adaptation can become plan nervousness.
Sunstice
Editorial

Insights (1)

→
Other technologies
4PLA2AABAPAbaqusadaptive hyper-heuristicsAdditive ManufacturingAdvanced AnalyticsAdvanced ManufacturingAdvanced PackagingAdvanced Planning and SchedulingAdvanced Planning SystemsAera Decision CloudAerospace AIAgent EvaluationAgentic AIAgentic OrchestrationAgents IAAIAI AgentsAI agentsAI analyticsAI AnalyticsAI ArchitectureAI automationAI AutomationAI Coding AgentsAI Decision AppsAI Decision SupportAI demand sensingAI EngineeringAI EvaluationAI forecastingAI ForecastingAI GatewayAI GovernanceAI InfrastructureAI LearningAI OrchestrationAI PlanningAI RemediationAI Risk ManagementAI RoboticsAI ServicesAI SkillsAI ToolsAI-Assisted ForecastingAI-enabled AutomationAI-enabled planningAI-enabled process redesignAI-native ERPAI-powered OperationsAI/MLAide à la décision en sourcingAide à la décision supply chainAir CargoAllocationAllocation des stocksAmazon BedrockAmazon Bedrock AgentCoreAnalyse des achatsAnalyse des risques fournisseursAnalyse prédictiveAnalyticsAnalytique avancéeAnaplanAPIAPIsAPO PP/DSApplication AIApplication DevelopmentApplied AIApprentissage automatiqueApprentissage par renforcementAPSArchitecture de donnéesArchitecture SolutionArtificial intelligenceArtificial IntelligenceASRSAssistive AIAssortment OptimizationAutomated decision systemsAutomated OrderingAutomationAutomatisationAutomatisation de la planificationAutomatisation des processusAutomatisation documentaireAutomatisation fondée sur l'IAAutonomous ProcurementAutonomyAvailable-to-PromiseAWSAWS Supply ChainBayesian MethodsBIBigQueryBigQuery MLBill of MaterialsBlue YonderBoardBrowser-based ApplicationsBusiness ArchitectureBusiness ContinuityBusiness IntelligenceC++C3 AI Supply ChainCapacity ManagementCapacity PlanningCarrier SourcingCarrier VerificationCausal InferenceChange ManagementChatGPTClaims AutomationClaudeClaude AIClaude DesktopClaude Managed AgentsCloudCloud ComputingCloud ERPCloud SupportCMMSComplianceCompliance AutomationCompliance ManagementComposable ArchitectureComputer visionComputer VisionConception d'expériencesConcurrent PlanningConfiguration ManagementConnected PlanningConstraint-Based PlanningContinuous ImprovementContinuous LearningContinuous PlanningContract AIContract Managementcontrol towerControl TowerConversational CommerceCoordination du planningCopilotCopilotesCopilotsCoupaCoupa Supply Chain Design & PlanningCreoCritical TechnologiesCRMCustomer FulfilmentCustoms SystemsCybersecurityDataData AnalyticsData ArchitectureData EngineeringData GenieData GovernanceData IntegrationData ModellingData PlatformData PlatformsData PreparationData ProductsData ScienceDatabricksDDMRPDecision AppsDecision EngineeringDecision intelligenceDecision IntelligenceDecision OptimizationDecision ScienceDecision SupportDecision Support SystemsDeep LearningDeepARDefence LogisticsDelivery OperationsDemand ForecastingDemand PlanningDemand Planning SystemsDemand SensingDemandAI+DevOpsDigital ManufacturingDigital Supply ChainDigital Toolsdigital twinDigital TwinDigital twinsDigital TwinsDigital Warehouse ExecutionDistributed Order ManagementDistributed SystemsDistribution ManagementDistribution PlanningDock SchedulingDocument AutomationDynamics 365 Supply Chain ManagementE-commerce PlatformsEdge AIEDIElasticity ModelingEmbodied AIEngineering Change ManagementEnterprise AIEnterprise AI AgentEnterprise Data PlatformEnterprise Integrationenterprise knowledge graphEnterprise PlanningEnterprise Resource PlanningEnterprise SaaSEnterprise Supply PlanningEnterprise SystemsEPMeProcurementERPERP IntegrationEUV LithographyExcelException ManagementException ResolutionExigences produitExperimental DesignExplainable AIExternal DataExternal SignalsExécution logistiqueExécution omnicanaleFastMCPFinancial PlanningFinite-Capacity SchedulingFioriFleet Performance ManagementFleet ServicesFlowlityForecast AnalyticsForecast AutomationForecastingForecasting AIForecasting ModelsForward-Deployed EngineeringFoundation ModelsFreight AIFreight ProcurementFulfillment PlanningFulfilment OperationsGanacosGCPGemini EnterpriseGenerative AIGestion de la performance des flottesGestion des stocksGoogleGoogle CloudGovernanceGrands modèles de langageGraph DatabaseGrid SoftwareGxPHBMIAIA agentiqueIA assistiveIA générativeIBM Planning AnalyticsIBPIdentity and AccessIncident InvestigationIndustrial AIIndustrial ControlsIndustrial EngineeringIndustrial IoTIndustrial LogisticsIndustrial RoboticsInforInfor ERPInfor M3Infrastructure PlanningInférence causaleInstinctIntegrated Business PlanningIntelligence artificielleIntelligence décisionnelleIntelligent AutomationIntelligent automationIntermodalInternet of ThingsIntuiflowIntégration de donnéesIntégration d’entrepriseIntégration ERPinvent.aiInventory AccuracyInventory ForecastingInventory managementInventory ManagementInventory OptimizationInventory PlanningInventory ReplenishmentInventory ScanningInventory SimulationInventory Visibilityinverse optimizationIoTIoT LogisticsIsolation ForestJohn Galt AtlasJouleJoule StudioketteQKinaxisKinaxis Maestroknowledge graphKnowledge ManagementKomugiKPI MonitoringLabor ForecastingLabour PlanningLanded Cost AnalysisLangChainLangGraphLarge Language ModelsLast-mile OperationsLast-Mile TechnologyLeanLeanDNALearning PlatformsLifecycle ManagementLightGBMLLMLLMsLoad BalancingLogiciel Supply ChainLogilityLogisticsLogistics AILogistics AutomationLogistics ExecutionLogistics ManagementLogistics ResilienceLogistics SystemsLogistics TechnologyLogistics VisibilityLogistique des retoursLow-codeLyric.aiMachine LearningMachine learningMaintenance PlanningManufacturingManufacturing AIManufacturing AnalyticsManufacturing LogisticsManufacturing OperationsManufacturing OrchestrationManufacturing PlanningManufacturing TechnologyMarketplace PlatformsMarketplace TechnologyMaster Data ManagementMaster SchedulingMaterial FlowMaterial PlanningMaterial Requirements PlanningMaterials PlanningMathematical optimizationMathematical OptimizationMCPMDKMEIOMESMetrologyMicrosoft DynamicsMicrosoft ExcelMILPMixed-Integer Linear ProgrammingMLOpsModel Context ProtocolModel MonitoringModel Post-TrainingModèles structurels de prévisionModélisation de donnéesMoteurs de recommandationMROMRPMulti-Agent AIMulti-Agent OrchestrationMulti-Agent Systemsmulti-objective optimizationMéthodes bayésiennesn8nNetstockNetSuiteNetwork DesignNetwork OperationsNetwork PlanningNPINumerical optimizationNVIDIANVIDIA cuOptNVIDIA OmniverseNXO-PASo9o9 APEXo9 Digital Braino9 SolutionsObservabilityOData APIsOdatioOmnichannel FulfillmentOMPOMP Unison PlanningOMP UnisonIQOpen Process AutomationOpen SourceOpenAIOpenAI APIOpenClawOpenOPCOpenUSDOperational ResilienceOperations researchOperations ResearchOptimisationOptimisation des assortimentsOptimisation des itinérairesOptimisation des stocksOptimisation des tournéesOptimisation du transportOptimisation mathématiqueOptimizationOptimization softwareOpérations d'entrepôt semi-mécaniséesOpérations de supportOR-ToolsOracleOracle Cloud SCMOracle SCMOracle SCPOrchestration IAOrchestration multi-agentsOrder FulfilmentOrder ManagementORTECOutils digitauxOutlier DetectionPackagingpandasParcel ExecutionPDPPhysical AIPhysical SecurityPICPigmentPlan for Every PartPlanification de projetPlanification des besoins en matières (MRP)Planification des matièresPlanification des stocksPlanification IAPlanification promotionnellePlanification supply chainPlanning AnalyticsPlanning ApplicationsPlanning AutomationPlanning CoordinationPlanning OrchestrationPlanning SimulationPlanning SystemsPlanning ToolsPlanning WorkflowPlateformes achatsPlateformes de formationPlotlyPort OperationsPower and CoolingPower AppsPower AutomatePower BIPredictive AIpredictive alertsPredictive analyticsPredictive AnalyticsPredictive MaintenancePredictive ModelingPrescriptive AnalyticsProcess AutomationProcess ImprovementProcess MiningProcurementProcurement AIProcurement AnalyticsProcurement ComplianceProcurement ControlsProcurement PlatformsProcurement SoftwareProcurement SystemsProcurement TechnologyProcurement TrainingProcurement TransformationProcurement WorkflowProduct Information ManagementProduct Integrity SystemsProduct ManagementProduct OwnershipProduct RequirementsProduction PlanningProduction SchedulingProduits de donnéesProgiciel de gestion intégré (ERP)Program DeliveryProgram ManagementProgrammation linéaire en nombres entiers mixtesProject LogisticsProject ManagementProject PlanningProject Supply ChainPromotion PlanningPréparation des donnéesPrévision de l'offrePrévision de la demandePrévision des besoins en personnelPrévision par séries temporellesPrévisionsPrévisions assistées par IAPrévisions de ventesPrévisions statistiquesPurchase Order ManagementPythonQMSQuality AssuranceQuality ManagementQuantitative Supply ChainRRAGRail LogisticsRaisonnement structuréRapid DeliveryRapidResponseReal-time analyticsReal-time AnalyticsReal-Time Transportation VisibilityReal-time VisibilityRecherche opérationnelleRecommendation EnginesRecommender SystemsRecyclingRegulatory ComplianceReinforcement LearningRELEXRemiReplenishmentResponsible AIRetail AIRetail AnalyticsRetail PlanningReverse LogisticsRFIDRhinoRisk AnalyticsRisk ManagementRisk Modelingrobotic storageRoboticsRobotics ManufacturingRoute OptimizationRouting OptimizationRéapprovisionnementS&OES&OPS/4HANAS/4HANA ePPDSSaaSSaaS d’entrepriseSales ForecastingSAPSAP APOSAP ArchitectureSAP BTPSAP Business AISAP Business Data CloudSAP Business NetworkSAP Cloud ERPSAP Digital ManufacturingSAP ECCSAP EWMSAP IBPSAP IBP 2608SAP Integration SuiteSAP JouleSAP Material MasterSAP MDGSAP PP/DSSAP S/4HANASAP S/4HANA RetailSAP SCMSAP Supply Chain ManagementSAP Transportation ManagementSARIMAXScenario intelligenceScenario PlanningScenario planningSchedulingScience décisionnelleSemantic ContextSemi-Mechanized Warehouse OperationsSemiconductor EquipmentSemiconductorsSiemensSiemens Digital Twin ComposerSigmaSimulationSimulation OptimizationSIOPSlackSlim4SnowflakeSoftware ArchitectureSoftware Supply ChainSolution ArchitectureSourcing Decision SupportSpare Parts PlanningSQLSQLiteStatistical ForecastingStatisticsStock OptimizationStrategic Supply ChainStreamlitStructural Forecasting ModelsStructured ReasoningSupplier ComplianceSupplier Data ManagementSupplier DevelopmentSupplier ManagementSupplier QualificationSupplier QualitySupplier RiskSupplier Risk AnalyticsSupplier Risk ManagementSupplier TraceabilitySupply ChainSupply Chain AISupply Chain AnalyticsSupply Chain AutomationSupply chain automationSupply Chain ConsultingSupply Chain Decision SupportSupply Chain GuruSupply Chain IntelligenceSupply Chain ManagementSupply Chain OrchestrationSupply Chain PlanningSupply chain planning softwareSupply Chain Risk AnalyticsSupply chain risk intelligenceSupply Chain SoftwareSupply Chain SystemsSupply Chain TraceabilitySupply Chain VisibilitySupply ForecastingSupply PlanningSupply Risk AnalyticsSupport OperationsSystèmes achatsSystèmes de gestion du transportSystèmes de planningSystèmes de recommandationSystèmes d’entrepriseSystèmes Supply ChainTeamsText-to-SQLThird-party Risk ManagementTime Series ForecastingTime-series foundation modelTimesFMTMSToolsGroupTraceabilityTraceability PlatformsTrade ComplianceTransformerTransport AutomationTransportation ManagementTransportation Management SystemTransportation Management SystemsTransportation OptimizationTransportation PlanningUnison PlanningUnisonIQVendor ManagementVibe CodingVisibilité transport en temps réelVision AIWafer ManufacturingWarehouse AIWarehouse automationWarehouse AutomationWarehouse ManagementWarehouse management systemsWarehouse Management SystemsWarehouse OperationsWarehouse OptimizationWarehouse Process DigitalizationWarehouse RoboticsWarehouse SystemsWESWMSWorkflowWorkflow AutomationWorkflow Orchestration