Autonomous AI Intelligence Layer

Your supply chain thinks for itself.

StackSense is the AI intelligence engine that powers every product in the StackOrigin platform — predicting disruptions, recommending actions, and automating decisions in real time.

See StackSense in Action → Explore Capabilities

2,800+

AI decisions per day

94%

Disruptions anticipated

40ms

Average response time

The Challenge

See supply chain disruptions before they impact your business.

Most supply chains react to problems after they occur.

StackSense continuously analyzes operational data, predicts disruptions before they happen, and recommends the next best actions — enabling faster, smarter and autonomous supply chain decisions.

01 · VISIBILITY

Reactive Decision Making

Critical issues are identified only after impacting production, inventory or customer deliveries.

02 · DATA

Disconnected Enterprise Data

ERP, WMS, TMS, spreadsheets and supplier systems operate independently, limiting visibility.

03 · PLANNING

Limited Forecast Accuracy

Historical planning models struggle to adapt to volatile demand and changing market conditions.

04 · OPS

Manual Exception Management

Teams spend hours analysing reports and coordinating actions instead of improving operations.

05 · RISK

Hidden Supply Chain Risks

Supplier delays, logistics disruptions and inventory shortages remain unnoticed until too late.

06 · SPEED

Slow Enterprise Response

Manual approvals and planning cycles delay execution and increase operational costs.

35%

Excess inventory from planning uncertainty

22%

Stock-outs from delayed decisions

60%

Time spent analysing, not acting

5×

More data than legacy systems handle

Core Intelligence

The AI that never stops learning.

StackSense runs continuously across every layer of your supply chain — ingesting data, building models, and surfacing intelligence that your teams act on.

01 · PREDICT

Demand & Disruption Prediction

Predicts demand shifts, supplier disruptions, and logistics delays before they happen — with confidence scores and impact estimates.

02 · SENSE

Continuous Signal Ingestion

Ingests thousands of signals from internal systems, supplier feeds, market data, and external events in real time.

03 · REASON

Causal AI Reasoning

Goes beyond correlation — understands why demand is shifting and what the downstream impact will be across the network.

04 · RECOMMEND

Prioritised Action Engine

Surfaces the 5 most important actions your team needs to take today — ranked by financial impact and urgency.

05 · AUTOMATE

Autonomous Execution

Approved action types execute automatically — replenishment, rerouting, rebalancing — without human bottlenecks.

06 · LEARN

Continuous Model Improvement

Every decision feeds back into the model — StackSense gets smarter with every cycle, every exception, every outcome.

How StackSense Works

From enterprise data to autonomous decisions.

StackSense continuously ingests operational data from across your enterprise, applies advanced AI models, predicts future events and recommends the next best actions — all in real time.

Connect Enterprise Data

Integrate ERP, WMS, MES, TMS, IoT devices, supplier portals and external market signals.

AI Analyses Every Signal

Machine learning models continuously detect anomalies, forecast demand and identify operational risks.

Prioritise Business Impact

Recommendations are ranked by urgency, financial impact and customer service risk.

Autonomous Execution

Approved workflows automatically trigger replenishment, inventory balancing, routing and exception resolution.

StackSense Decision Engine Live

ERP

Enterprise Systems

SAP · Oracle · Dynamics · WMS · TMS

2.4k/s

Model Inference

Forecast · anomaly · causal reasoning

40ms

REC

Ranked Recommendations

Scored by financial impact & urgency

128

ACT

Autonomous Execution

Replenish · reroute · rebalance

94%

Data

Live signals

Predict

Risk forecast

Decide

Next best act

Execute

Automate

The Intelligence Layer

Powers every StackOrigin product.

StackSense isn't a module — it's the AI core embedded into every product, every decision, every workflow.

StackPlan Intelligence

AI demand models, anomaly detection, and automated replenishment triggers.

StackFlow Intelligence

Smart workflow routing, supplier risk scoring, and approval acceleration.

StackBase Intelligence

Slotting optimisation, cycle count prioritisation, and picking path AI.

StackTrack Intelligence

ETA prediction, carrier performance scoring, and disruption alerting.

Autonomous AI Agents

Specialized AI agents working together across your supply chain.

Each StackSense AI Agent continuously monitors a specific business domain, collaborates with other agents, and recommends or executes actions to improve planning, procurement, manufacturing, warehousing and logistics.

Agent 01

Supply Planning Agent

Forecasts demand, optimizes inventory, recommends replenishment and balances stock across locations.

Agent 02

Procurement Agent

Evaluates supplier performance, predicts shortages and recommends purchase orders before disruptions occur.

Agent 03

Warehouse Agent

Optimizes slotting, picking routes, replenishment and workforce allocation in real time.

Agent 04

Manufacturing Agent

Monitors production schedules, predicts bottlenecks and improves resource utilization.

Agent 05

Logistics Agent

Predicts delivery delays, recommends carrier alternatives and monitors shipment performance.

Agent 06

Executive AI Copilot

Provides real-time business summaries, KPI insights, financial impact analysis and strategic recommendations.

Industry Solutions

Purpose-built AI for modern manufacturing industries.

Every industry has unique planning challenges. StackSense combines domain-specific AI models with enterprise data to deliver predictive intelligence tailored to each manufacturing environment.

Automotive & Auto Components

Supplier risk prediction, JIT inventory optimisation and production sequencing.

Electronics

Component shortage prediction, demand sensing and multi-tier supplier visibility.

Textile & Apparel

Seasonal demand forecasting, raw material planning and production balancing.

FMCG

High-volume replenishment, shelf availability optimisation and distribution intelligence.

Steel

Steel & Metals

Optimize production capacity, inventory turns and outbound logistics while reducing working capital.

Heavy Eng.

Heavy Engineering

Improve project-based planning, long lead-time procurement and production scheduling.

Pharma

Pharmaceuticals

Batch traceability, expiry prediction, compliant inventory planning and cold-chain visibility.

CPG

Consumer Products

AI-powered promotions planning, demand sensing and omnichannel inventory optimisation.

D2C

Direct-to-Consumer

AI-driven order management, last-mile fulfilment optimisation and personalised demand forecasting across digital and marketplace channels.

Enterprise AI Capabilities

A complete AI platform built for enterprise supply chains.

StackSense combines predictive analytics, generative AI and autonomous decision intelligence to continuously improve planning, operations and execution across the enterprise.

Explainable AI

Every recommendation includes confidence scores, reasoning and business impact.

Digital Twin

Simulate your supply chain and evaluate operational changes before execution.

Scenario Planning

Compare multiple demand, inventory and sourcing strategies using AI simulations.

Generative AI Copilot

Ask natural-language questions and receive instant operational insights.

Root Cause Analysis

Automatically identify why disruptions occur and recommend corrective actions.

Time-Series Forecasting

Forecast demand, inventory and capacity using continuously learning AI models.

Graph Intelligence

Understand supplier, product and logistics relationships to reveal hidden risks.

Anomaly Detection

Detect unusual inventory, production or transportation events in real time.

Autonomous Decisions

Execute approved workflows automatically with governance and auditability.

Enterprise Architecture & Integrations

Connect StackSense to your entire digital supply chain.

StackSense integrates with enterprise applications, manufacturing systems, warehouse platforms and external data sources to create a unified AI intelligence layer.

Enterprise Applications

SAP, Oracle ERP, Microsoft Dynamics and other ERP platforms.

Manufacturing Systems

MES, SCADA, PLCs, production monitoring and quality systems.

Warehouse & Logistics

WMS, TMS, carrier networks and distribution platforms.

Open Integration Framework

REST APIs, GraphQL, Kafka, MQTT, EDI and webhooks.

Tier 01 · SourceEnterprise Systems

SAPOracle ERPDynamicsMESSCADA

↓

Tier 02 · IngestIntegration Fabric

RESTGraphQLKafkaMQTTEDIWebhooks

↓

Tier 03 · IntelligenceStackSense AI Core

ForecastingCausal AIGraph ModelsAnomalyDigital Twin

↓

Tier 04 · ActAutonomous Decisions

ReplenishRerouteRebalanceAlertApprove

Customer Success & Business Outcomes

Measurable improvements across the entire supply chain.

StackSense helps manufacturers reduce costs, improve service levels and accelerate decision-making through AI-driven planning and autonomous execution.

01 · INVENTORY

20–35%

Inventory Reduction

Lower excess inventory while maintaining service levels.

02 · PLANNING

15–30%

Forecast Accuracy

Improve demand planning using continuously learning AI models.

03 · PRODUCTIVITY

50%

Planning Productivity

Reduce manual planning effort through intelligent recommendations.

04 · WAREHOUSE

25%

Warehouse Efficiency

Optimize picking, replenishment and labour utilisation.

05 · DELIVERY

98%+

OTIF Performance

Increase on-time and in-full deliveries with predictive execution.

06 · CAPITAL

18%

Working Capital

Unlock cash through smarter inventory optimisation.

From insights to measurable business value.

StackSense continuously converts operational data into predictive insights, prioritized recommendations and autonomous actions that improve inventory, production, procurement, logistics and customer service — delivering measurable ROI across the enterprise.

Enterprise Security & Compliance

Built for enterprise-grade security, governance and trust.

StackSense is designed to meet the security, compliance and governance requirements of global manufacturing enterprises, ensuring your operational data remains protected while AI decisions remain transparent and auditable.

End-to-End Encryption

Encrypt data in transit and at rest using industry-standard security protocols.

Identity & Access Management

Role-based access control, SSO, SAML and MFA support for enterprise users.

Audit & Explainability

Every recommendation and autonomous action is logged with a complete audit trail.

Data Residency

Support regional deployment strategies and enterprise data governance requirements.

Governance & Audit Trail Verified

SOC 2

Type II

ISO 27001

Certified

GDPR

Ready*

RBAC

Granular user permissions

SSO / SAML

Enterprise authentication

API Security

OAuth 2.0 · JWT · TLS

Encryption

AES-256 · TLS 1.3

09:42Replenishment order · Plant DC-04Auto

09:38Carrier reroute · Lane MU→CHNApproved

09:31Supplier risk score updated · 142 SKUsAuto

Enterprise Governance Human approvals, configurable policies and comprehensive audit logs ensure AI-driven decisions remain secure, traceable and fully governed.

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Your supply chain thinks for itself.

See supply chain disruptions before they impact your business.

The AI that never stops learning.

From enterprise data to autonomous decisions.

Powers every StackOrigin product.

Specialized AI agents working together across your supply chain.

Purpose-built AI for modern manufacturing industries.

A complete AI platform built for enterprise supply chains.

Connect StackSense to your entire digital supply chain.

Measurable improvements across the entire supply chain.

From insights to measurable business value.

Built for enterprise-grade security, governance and trust.

See your supply chain think for itself.

Book your demo