Manufacturing industry solution · Automotive / Electronics / Equipment / Discrete manufacturing
Bring production lines, batches, equipment, and suppliers together—so teams can analyze one problem, in one place.
For manufacturing use cases like quality traceability, production efficiency, and inventory coordination, Arisyn Semora connects data across MES, ERP, WMS, and QMS—helping teams pinpoint issues faster and take action sooner.
I From siloed system checks to shared, problem-focused decisions
80%+
Reduce duplicate data pulls
Factory operations dashboard
MES / ERP / WMS / QMS
Line 1
Stamping / Day shift
OEE 76%
• Normal
Line 2
Assembly / Day shift
OEE 62%
• Fluctuating
Line 3
Testing / Night shift
OEE 58%
• Alert
Batch B240317
Motor assembly
84%
Sampling pass rate
Supplier A
Bearing components
OEE 68%
• Incoming quality stability
Finished goods inventory
warehouse
Rising turnover pressure
27 batches
Auto-detect anomalous batches
4.8h → 18min
Faster quality investigation
Supplier A / Motor components
High risk
Line 3 / Night shift
Significant fluctuation
From factory issue to insight—connected analysis path
Problem to Action
Example query: Are products with rising defect rates in the past 30 days linked to specific batches or suppliers?
01
Identify key entities
Product, defect rate, time range, batch, and supplier
02
Connect the systems
Link key tables across MES, QMS, ERP, and WMS
03
Find the links
Match work orders, materials, incoming lots, QC, and shift records
04
Generate analysis
Auto output batch comparisons, supplier impact, and trend insights
05
Assist action
Support line-stop validation, material replacement, and production rescheduling
Four common data challenges on the factory floor
The issue isn’t missing data—it’s how hard it is to connect the dots when problems happen.
Siloed systems
Production, quality, and inventory live in separate systems.
Answering one question means jumping across MES, QMS, ERP, and WMS.
P-01
Traceability gaps
When defect rates rise, root causes are hard to pinpoint fast.
No unified view across batches, equipment, processes, and suppliers.
P-02
Supply chain impact
Hard to quantify how supplier issues affect production and orders.
You can spot anomalies—but not quickly assess the full impact.
P-03
Inventory buildup and material shortages are hard to explain.
Planning, sales, production, and warehousing lack a shared view for decisions.
P-04
Planning–execution gap
Example use cases
See how Arisyn Semora helps manufacturers solve business problems faster.
01
Trace quality issues from defect spikes directly to batches, processes, and suppliers
Quality & traceability
Business question
Is the rising defect rate driven by a batch, a process, or a supplier?
Arisyn Semora solution
Automatically links work orders, materials, QC, and incoming records—pinpointing anomalies fast
Traditional approach
Manual data pulls across systems and comparisons—slow to pinpoint issues
Outcome
Identify root causes earlier, reducing rework and line downtime
Example query
“Which products with rising defect rates in the past 30 days are linked to specific batches or suppliers?”
In minutes
Pinpoint the source of anomalies
Auto-linked
Batch / process / supplier
Repeatable
Standardized investigation paths
A clearer path for manufacturing analysis
Analysis approach
Start from real factory issues, then quickly connect systems to actions
Business layer
Questions raised by quality, production, planning, and supply chain teams
Data layer
Automatically identifies and connects key systems and relationships
Action layer
Move directly from insights to actions and optimization
Raise questions
Defect rates, efficiency, and inventory issues flow directly into analysis
Define entities
Identify products, batches, equipment, materials, and more
Set scope
Auto-map time, lines, warehouses, and more
the problem model
Turn it into an executable analysis request
Semantic recognition
Identify key metrics like quality, efficiency, and inventory
Relationship reasoning
Connect work orders, batches, QC, and inventory
Auto-generated analysis
Reduce manual joins and repeated validation
Standardized output
Deliver results with consistent definitions
Quality actions
Trigger rapid quality review
Production optimization
Support line optimization and maintenance
Planning alignment
Support planning and procurement adjustments
Continuous review
Turn insights into reusable analysis templates
Core value of the solution
Traceability for Quality Issues
Days → Minutes
Accelerated Anomaly Detection
Faster identification of issue sources across batches, suppliers, and production lines.
Production Efficiency
3 - 5x
Faster Cross-System Analysis
Unify analysis across equipment, work orders, teams, and production plans.
Cross-Functional Collaboration
80%+
Reduce Duplicate Data Requests
Reduce ad hoc data pulls and repetitive explanations, so teams can focus on improvement.
Business Outcomes
More Resilient
Reduce Misjudgments
Reduce disputes and misjudgments while improving cross-functional efficiency.
Direct Benefits for Key Roles
⚡
· Identify root causes faster
· Reduce trial-and-error troubleshooting
· Standardize traceability workflows
📉
Quality Managers /
Process Engineers
🛡️
· Identify efficiency bottlenecks faster
· Enable integrated analysis across equipment and work orders
· Support better scheduling and maintenance decisions
Production Managers /
Shop Floor Supervisors
Planning / Procurement / Warehouse Teams
· Gain visibility into the root causes of backlog and shortages
· Reduce back-and-forth across teams
· Improve coordination between production and supply planning
✓
Data & Digital Teams
· Reduce low-value ad hoc data requests
· Focus on governance and modeling
· Increase the utilization of data assets
Move manufacturing analytics from reactive explanation to earlier issue identification and coordinated action.
Turn quality, production, and inventory challenges into workflows that teams can query directly, analyze instantly, and act on with confidence.
Quality Issue Resolution
Quickly identify affected batches and suppliers
Prioritize Response
Production Efficiency Optimization
Quickly identify the sources of performance fluctuations
Continuous Improvement
Inventory and Planning Alignment
Identify the root causes of excess
inventory and shortages faster
Coordinated Decision-Making