CAPABILITY 01
Semantic Enterprise Metric Layer
Eliminates metric discrepancies by maintaining a single source of enterprise definitions.
Active in Platform
LAYER L3Enterprise Intelligence Architecture
Data Intelligence
Primary Question:“What does the information reveal?”
Unified Semantic Lineage, Trend Analysis & Financial Impact Modeling. Unify enterprise semantics so operational events are tied directly to financial outcomes, variances, historical trends and business opportunities.
Architecture Tier:L3 Engine
Integration Mode:Non-Invasive Overlay
Processing State:Continuous Live Bus
ACTIVE STREAM
PROTOCOL: Semantic Graph / OLAP Dimensional Matrix
THROUGHPUT: Real-time semantic lineage mapped across 12,000 entities
[15:34:01.710]SEMANTIC-LEDGERLine Item #INV-4402 traced to BOM cost decomposition● LINEAGE-OK
[15:34:01.990]VARIANCE-ENGINECOGS Variance: -1.8% vs historical Q3 seasonal baseline● FAVORABLE
[15:34:02.240]WORKING-CAPITALDays Inventory Outstanding (DIO): 24.2d (target 26d)● STABLE
[15:34:02.510]MARGIN-MODELGross Margin Index: 38.4% with freight surcharges included● CONFIRMED
Single Semantic Truth
Unified
No conflicting metrics between Finance and Operations
Financial Lineage
End-to-End
Balance sheet numbers linked to shop-floor events
Variance Trace
< 5 Seconds
Instant decomposition of cost & revenue drivers
Core capabilities
How Data Intelligence Powers Your Business
Engineered to sit non-invasively on top of your existing systems, turning raw events into verified decisions.
CAPABILITY 02
End-to-End Data Lineage
Traces every financial balance sheet line item directly back to the physical operations that created it.
Active in Platform
CAPABILITY 03
Margin & Variance Decomposition
Deconstructs gross margin fluctuations, scrap losses, and expediting cost drivers.
Active in Platform
CAPABILITY 04
Historical Baseline Benchmarking
Evaluates current operational velocity against seasonal and historical multi-year benchmarks.
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.
General Ledger & COGS
Cost Accounting Repositories
Historical Performance Data Lake
Contract Rate Cards
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.
Pricing & discount governance
Vendor contract terms
Working capital optimization
Product mix strategy
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
L4 LAYER
Kruise AI Intelligence
“What requires attention and action?”
Prescriptive Anomaly Detection & Governed Next-Best Action Guidance
Next step
See Data Intelligence connected to your estate
Kruise connects operations, processes, data and AI — giving managers the intelligence to act and CXOs the intelligence to lead.