DWG VX-PID-002 · SUITE MODULE
Logic Studio — design a schema and the database, APIs and screens are generated
Logic Studio is the no-code kernel of VEXPLOR. Build manufacturing business apps on 20 industry solutions and 834+ standard tables.
See all Suite modulesWhat happens when you install an OS in your factory
The secret: The OS already knows 311 relationships.
7 expert agents work like this in your factory
AI agents built from top experts in each field.
They share views, verify data, and reach a decision.
This is not a chatbot.
It's an AI team where domain expert agents collaborate in real-time.
What those three are built on
The three above run on the modules below.
Turn on what you need and the OS connects the rest.
Logic Studio — the no-code kernel
"Design it and it runs"Design a table on the canvas and the database, API and screens are generated without code.
- Drag-and-drop schema design
- Six-stage automatic deployment (DDL to UI)
- One-click application of 20 industry solution templates
- 834 standard tables, 311 ontology relations
Insight — AI built for manufacturing
"Ask the AI. The OS supplies the context."An AI for manufacturing that has learned 311 business relations across 20 industry areas.
- Graph, vector, SQL and document search at once, plus multi-hop reasoning
- Answers checked against ontology evidence
- Automatic cross-area search (five areas in 30 seconds)
- Root cause from causation, not correlation
DataFlows — no-code data analysis
"Draw the analysis, ship it as an API"Draw everything from preprocessing to ML, optimization and visualization as nodes, then publish it as a REST API.
- Node-and-wire workflows
- 70 computation nodes across 12 categories
- Applet builds and REST API deployment
- Results accumulate directly in the OS knowledge graph
Not a solution — a manufacturing AI operating system
This isn't a chatbot on top of solutions. All data connects into one knowledge graph, so AI understands how systems relate.
Semantic Layer (Knowledge Integration)
20 solutions, 834 tables, and 311 business relationships woven into one knowledge graph (Neo4j).
Kinetic Layer (Real-time Execution)
CDC and outbox patterns sync in real time. Detect a quality issue and related work orders halt at once.
Dynamic Layer (Autonomous Evolution)
GDS algorithms and 5-path hybrid RAG surface hidden patterns and tune weights from execution feedback.
AI Personal Assistant Growth Model
From day one, your own AI personal assistant starts working. It grows with your factory.
Assistant Deploy
Each employee gets an AI assistant
Proactive Alerts
Detects anomalies and alerts you first
Plan + Approve
It plans, you approve, it executes
Full Operations
Supervisor agent orchestrates the factory
Start at Level 1.
As the OS learns your factory, it naturally evolves to Level 2, 3, 4.
Each employee gets their own AI personal assistant
40+ experts and 42 tools stand by, with the Supervisor Agent orchestrating.
Supervisor Agent
Sees the whole factory and coordinates assistants
Purchasing Assistant
Orders, supplier evaluation, pricing optimization
Quality Assistant
SPC monitoring, CAPA, inspection decisions
Production Assistant
Work orders, shift briefings, line balancing
Equipment Assistant
Predictive maintenance, health scoring
Works the same in a 30-person factory
A purchasing + quality dual-role gets one assistant that learns both jobs — from conversation, not job titles.
"Buying a solution" vs.
"Installing an OS"
Phones existed before the iPhone. But a phone on iOS was an entirely different thing.
The same is true for a factory on VEXPLOR.
Apps on the OS — Install only what you need
VEXPLOR comes with apps for 20 industrial domains ready.
Turn on what you need; the OS connects the rest.
ERP
Resource MgmtItem master · BOM · Sales/Purchase orders · Revenue/Costs · Finance · Pricing
Item master → hub for 14 domains / Orders - production plans (APS) / Costs - actual costs (MES)
Run your business on verified global standards
Every VEXPLOR industry solution complies with essential international standards and specifications at the core data model level by default.
ERP (Enterprise Resource Planning)
Integrates and manages all business processes including production, logistics, finance, accounting, and sales. VEXPLOR ERP supports real-time decision-making through multi-layered data connections.
MES (Manufacturing Execution System)
Tracks and controls all manufacturing floor activities in real-time, from production planning and work orders to process management and performance recording.
APS (Advanced Planning & Scheduling)
Simulates and optimizes production and material requirement plans under constrained resources and delivery conditions.
PLM (Product Lifecycle Management)
Manages data and processes across the entire product lifecycle from planning, design, manufacturing, maintenance, to disposal.
QMS (Quality Management System)
Systematically manages specification control, inspection criteria, nonconformance, and corrective actions to continuously improve product and service quality.
SPC (Statistical Process Control)
Analyzes and monitors manufacturing process data using statistical techniques to identify process anomalies early and support continuous improvement.
EAM (Enterprise Asset Management)
Manages equipment lifecycle through preventive and predictive maintenance, maximizing uptime and preventing unexpected downtime.
FEMS (Factory Energy Management System)
Monitors and analyzes energy consumption of key factory equipment in real-time to maximize energy efficiency and reduce carbon emissions.
SCM (Supply Chain Management)
Optimizes the entire supply chain network from material procurement to final product delivery, reducing inventory costs and maximizing on-time delivery rates.
WMS (Warehouse Management System)
Controls all logistics flows within the warehouse from receiving to shipping, optimizing and managing inventory location and quantity in real-time.
TMS (Transportation Management System)
Integrates fleet dispatching, route optimization, real-time shipment tracking, and freight settlement to enhance logistics visibility and efficiency.
MRO (Maintenance, Repair & Operations)
Unifies demand planning, procurement, and inventory management for all indirect materials that indirectly support production activities.
CRM (Customer Relationship Management)
Integrates the entire customer experience from sales opportunity discovery to orders, contracts, and customer service to maximize revenue.
HR (Human Resource Management)
Digitizes core HR functions including recruitment, performance evaluation, compensation, and training to maximize organizational talent capability and performance.
Groupware (Collaboration)
Supports enterprise-wide communication through electronic approval, email, messaging, and calendar sharing to build a smart work environment.
ESG (Environmental, Social & Governance)
Systematically measures and reports corporate greenhouse gas emissions, supply chain ethics, and compliance data to support sustainable management.
ISMS (Information Security Management)
Comprehensively manages policy establishment, control implementation, and security audits to protect critical corporate information and data assets.
LIMS (Laboratory Information Management System)
Manages sample tracking, instrument data integration, test procedures, and results in laboratories to ensure quality data integrity and reliability.
HACCP (Hazard Analysis Critical Control Points)
A system that analyzes potential hazards in food manufacturing processes, establishes critical control points, and ensures safe food production.
CGMP (Current Good Manufacturing Practice)
An environmental control and procedure management system that ensures quality, safety, and efficacy throughout cosmetics manufacturing, packaging, and storage processes.
In your industry,
this is how it works
Automotive Parts (OEM Supply)
"IATF 16949 audit prep — let the OS handle it instead of Excel"
Food/Pharma (HACCP · GMP · CGMP)
"Recall scope assessment: 4 hours → 1 minute. Let the OS handle regulatory audits"
Chemicals/Materials (Batch Process)
"The OS tracks every variable in your batch recipes"
Semiconductor/Electronics
"Don't open 5 systems for yield drop root cause. Ask the OS"
Energy
"The OS auto-traces equipment→energy→product→emissions paths"
Why your factory needs
Ontology and Knowledge Graphs right now
A question for C-suite executives and plant directors:
Does the AI you're evaluating truly understand your 'shop floor context'?
Bad data must not become bad decisions
Put a probability-based chatbot straight onto the shop floor and you get catastrophic hallucinations.
VEXPLOR defines every factory fact (items, processes, defects) as an Ontology. AI decides and acts only within verified manufacturing rules.
"What's the impact of this equipment failure on order delivery?"
RDBMS and spreadsheets only pile up data — they can't trace meaning and context like "Equipment A fails → Process C delays → Customer E delivery slips."
VEXPLOR's Knowledge Graph links 834 tables and 311+ relationships into one network, traversing 10 steps in a second to find root causes.
No need to replace existing systems (Augment, Not Replace)
No need to discard stable systems (PostgreSQL, etc.). VEXPLOR adds a knowledge graph engine (Neo4j) for analytics and reasoning on top, synced instantly via CDC.
Frequently Asked Questions
Do I need to replace existing MES/ERP?
No. It adds a knowledge layer on top of your existing systems — same data, plus the context AI needs.
How long does deployment take?
Start immediately with the no-code canvas. Core-domain PoC takes 4 weeks; the full ontology build, 4 months.
Are there templates for my industry?
Templates are ready for automotive parts, chemicals/materials, food/pharma, and semiconductor/electronics — applied in one click.
What if AI makes wrong decisions?
The ontology is the guardrail. AI works only within defined business relationships, not guesses. "Inspection criteria for this item" is fact.
How is data security handled?
Full tenant isolation (separate DB schemas), JWT authentication, gateway-level enforcement. Customer data is never shared.
Is both cloud and on-premise available?
Yes. Both SaaS and on-premise, tailored to high-security manufacturing sites.
Everything at a glance — Comprehensive Documentation
Complex manufacturing systems, made approachable. Documentation anyone can understand and apply.