Rendering Ultra-LargeBig Data Without StoppingHigh-Performance Visualization & Analytics Engine
No meaning lost to sampling.
Maintains chart-based exploration to the end even with millions of data points, and bulk-generates, compares, and analyzes tens of thousands of charts at once — a manufacturing-specialized engine.
Rendering
10M+ Points
Concurrent Charts
Multi-Panel
Why a "High-Performance Visualization Engine" Is Needed Now
As manufacturing data grows, the problem isn't analysis — it's "lag."
As data grows, charts freeze — and downsampling ultimately destroys meaning.
You need line/equipment/site comparisons, but the moment you display multiple charts, performance collapses.
Results must be repeatedly produced in real-time/batch environments, but chart creation and condition changes are tied to manual work.
XMORSE solves this not with "features" but with an engine.
Patented High-Performance Visualization Stack
The 5 core technologies that power XMORSE
Layer Driven Visualization
PatentPatented
Starting at low resolution and quickly expanding only the needed segments, it restores high-resolution data in real-time on zoom to maintain a consistent "perceived speed."
Multi-Chart Simultaneous Analysis
Gallery / Multi-panel
Comparative analysis is optimized at the engine level so analysis isn't interrupted even with multiple charts on one screen. Compare across line, equipment, site, lot, and recipe conditions simultaneously.
Chart DB Architecture
In-place Processing
Rather than moving data to analyze it, data is processed instantly at its storage location and delivered in a visualization-optimized format.
Data Compression / Restoration
Adaptive Resolution
Light for exploration, precise for verification. The key to making large data "renderable" is the compression-restoration pipeline.
Manufacturing-Specific Dataset Generation
PatentPatented
Designed to quickly compose analyzable datasets matching real manufacturing conditions (time/lot/process/equipment/recipe).
Large-Scale Analysis Operations
Generate, compare, and verify tens of thousands of charts "at once"
XMORSE is designed not for "one-off charts" but for charts mass-produced repeatedly.
Manufacturing / Quality Analytics Options
The "3 anomaly types" ready for field use
Standardized recurring anomaly types in manufacturing quality analysis.
Spec IN/OUT
Out-of-spec detection (spec/standard-based)
Outlier
Scatter/value anomaly detection (quick candidate screening from large point sets)
Pattern Mismatch
Flow mismatch detection between similar equipment/lines (comparison-based)
What matters is not the "algorithm name" but
making results reproducible with chart evidence in the format field engineers want.
Industry Applications
An engine for semiconductor, display, battery, and manufacturing enterprises
XMORSE is optimized not for "data-heavy industries" but for
industries where comparison conditions explode (equipment × time × lot × recipe × process).
Semiconductor
Bulk comparison based on wafer/process conditions, pattern mismatch tracking
Display
Scatter comparison by line/site/equipment condition, quick anomaly candidate screening
Battery/ESS
Second-level time-series long-range exploration, cycle pattern comparison
Smart Factory
Real-time large-scale charts + zoom analysis, anomaly tracking
Deployment Options
The same engine, tailored to your environment
Cloud / SaaS
Fast adoption & scaling
On-Prem / Private
Security / control / air-gapped
API / Embedded
Embed just the engine into existing UI
Central Engine Reuse
Multiple systems share a standard
Benefits
Key highlights
Chart-based analysis even at scale
Minimize meaning loss from downsampling
Consistent analysis speed
Minimize lag even in multi-chart/zoom exploration
Bulk comparison / batch optimization
Bulk-generate and review tens of thousands of charts
Standardized mfg. anomaly types
Reproduce Spec/Outlier/Pattern with evidence charts
Extend & reuse
Apply the same engine via API/MSA
Try a Demo/PoC
See the speed with your own data
From large-scale chart performance to batch operations and manufacturing quality anomaly detection
We'll propose a solution tailored to your environment (Cloud · On-Prem · Embedded).
Download Product BrochureAnalysis where charts never stop, even at ultra-large scale
XMORSE — High-Performance Visualization & Analytics Engine