CAPABILITY 01
Proactive Multi-Variate Anomaly Detection
Continuously scans operational event streams to detect subtle friction patterns before KPIs degrade.
Active in Platform
LAYER L4Enterprise Intelligence Architecture
Kruise AI Intelligence
Primary Question:“What requires attention and action?”
Prescriptive Anomaly Detection & Governed Next-Best Action Guidance. Detect operational anomalies before they escalate, explain root causes with evidence attached, and recommend prescriptive interventions for leaders.
Architecture Tier:L4 Engine
Integration Mode:Non-Invasive Overlay
Processing State:Continuous Live Bus
ACTIVE STREAM
PROTOCOL: Prescriptive Cognitive Engine / PDCA Closed-Loop
THROUGHPUT: Continuous multi-variate anomaly scanning across all layers
[15:34:01.500]ANOMALY-SCANNERRisk Detected: Supplier #VND-44 delivery slip probability 88%● ALERT
[15:34:01.810]CAUSAL-DIAGNOSTICRoot Cause: Port customs congestion on inbound shipment● DIAGNOSED
[15:34:02.120]PRESCRIPTIVE-AIRecommendation: Re-allocate 1,200 units from Buffer DC-03● READY
[15:34:02.600]PDCA-LOOPApproval Logged: Shift Supervisor authorized reroute action● EXECUTED
Predictive Lead Time
48h Notice
Anomalies surfaced days before delivery failure
Explainability
100% Causal
Every recommendation carries full evidentiary audit trail
Governed Action
Human-in-Loop
Prescriptive recommendations execute within PDCA loop
Core capabilities
How Kruise AI Intelligence Powers Your Business
Engineered to sit non-invasively on top of your existing systems, turning raw events into verified decisions.
CAPABILITY 02
Root-Cause Diagnostic Engine
Surfaces the complete chain of causation with supporting operational telemetry evidence attached.
Active in Platform
CAPABILITY 03
Prescriptive Decision Support
Formulates concrete, actionable recommendations with stated trade-offs and confidence scores.
Active in Platform
CAPABILITY 04
Closed-Loop PDCA Learning
Learns from executive approvals and outcomes to continuously refine recommendation precision.
Active in Platform
Connected Telemetry Ingestion Sources
Non-Invasive System Connectivity
Kruise reads operational events directly from where the work happens without requiring data migrations or system replacement.
Cross-Layer Event Streams
Executive Action Logs
PDCA Review History
Risk & Constraint Knowledge Graph
Supported Executive Decisions
From Signals to Governed Action
Every operational signal is tied directly to an executive decision point governed by our Plan–Do–Check–Act framework.
Executive risk mitigation
Autonomous workflow intervention
Strategic resource reallocation
Capital deployment
Platform Architecture
Explore the Other Intelligence Layers
Each layer builds upon the layer below it. Follow the progression from operational event capture to executive PDCA governance.
L1 LAYER
Operational Intelligence
“What is happening now?”
Live Visibility Across Orders, Stock, Shifts, Machines and Cash
L2 LAYER
Process Intelligence
“How is work progressing?”
End-to-End Cross-Department Flow Tracking & Bottleneck Discovery
L3 LAYER
Data Intelligence
“What does the information reveal?”
Unified Semantic Lineage, Trend Analysis & Financial Impact Modeling
Next step
See Kruise AI Intelligence connected to your estate
Kruise connects operations, processes, data and AI — giving managers the intelligence to act and CXOs the intelligence to lead.