Virtual rubber factory Built by VayuAIISO 9001-aligned QMS

Explore a complete virtual rubber factory.

RubberForge by VayuAI models the people, machines, materials, chemistry, quality systems, supply chain, and workflows behind custom rubber manufacturing, all in one interactive environment you can explore end to end.

16 material families 20 product forms 10-station 3D line
RUBBERFORGE · VAYUAIPOLYMER → COMPOUND → PROCESS → CURE → QUALITY → OUTPUTDIGITAL TWIN-STYLE VIRTUAL RUBBER FACTORY
The virtual factory

A factory you can walk through, end to end

RubberForge is a full virtual rubber factory you can walk through: a connected line that carries material from raw-ingredient warehouse and weighing, into mixing, milling, calendering, curing, and cooling, then on through finishing, the quality lab, packaging, and a final technical review. Every station is modeled as a real operation you can inspect, so you can understand how a rubber product is actually made before any output is generated.

Material warehouseWeighingMixingMillingCalenderingCuringCoolingFinishingQuality labPackagingTechnical review
Factory systems

A connected system, not separate pages

Beneath the floor sits a connected systems layer that ties materials, chemistry, equipment, process routes, quality, and documentation together, so a change at one station is reflected everywhere it matters.

Material System

The raw inputs of the virtual factory: base elastomers, fillers, plasticizers, curatives, and reinforcing agents, each described conceptually with its general role rather than any specific recipe or loading.

Supply Chain layerBill of ProcessTechnical Review Summary

Chemistry System

A conceptual view of how rubber chemistry behaves: vulcanization and crosslinking, the roles of accelerators and antidegradants, and how filler and polymer choices generally shift properties, kept educational and hedged with no cure schedules or formulations.

Chemistry layerTechnical Review SummaryQuality Inspection Plan

Equipment System

The modeled machine line of the virtual factory: mixers, mills, calenders, extruders, presses, and curing equipment, presented as inspectable 3D stations that show what each unit generally does and where it sits in the flow.

Maintenance layerBill of ProcessFactory Audit Report

Process System

The ordered ten-station flow of the rubber sheet line, with each station described by what goes in, what transformation happens, and what comes out, plus how material moves from one stage to the next.

Process layerBill of ProcessTraceability Report

Human Roles System

The people layer of the virtual factory: mixers, machine operators, line supervisors, quality inspectors, and maintenance technicians, shown through the decisions and judgment each role typically contributes at the stations they own.

People layerFactory Audit ReportQuality Inspection Plan

Quality System

The inspection and property-evaluation layer: the kinds of tests and checks commonly used on rubber, what good and out-of-spec generally look like, and how quality thinking is structured into a plan, all conceptual and requiring technical review for any real part.

Quality layerQuality Inspection PlanTechnical Review Summary
See all ten factory systems
Quality management

Built around a quality-management system

RubberForge does not just visualize machines. The virtual factory is modeled as an ISO 9001-aligned quality-management system: process ownership, controlled documents, traceability, inspection plans, nonconformance and CAPA, internal audits, management review, and continual improvement.

QMS Command Center

ISO 9001-aligned QMS

The management system behind the factory: clause map, risk register, document control, supplier control, calibration, audits, and a QMS readiness model. A modeling and audit-readiness tool, not a certificate.

Open QMS Command Center

Virtual QA Lab

A simulated rubber testing lab: MDR cure curves, tensile, hardness, compression set, aging, and inspection, traced from sample to demo release decision. Educational only, no certificates or compliance claims.

Enter the QA Lab
The digital thread

One traceable thread, requirement to output

The backbone of the virtual factory: a single chain that links a customer requirement through materials, batch, process, QA, and QMS records to a finished, documented output. Each node is stewarded by an AI agent and reviewed by an accountable human.

1Customer Requirement

Demo customer requirement intake CR-2026-0418

Requirement Intake Sales / Applications Engineer
2Reviewed Requirement

Demo requirement-review summary RR-2026-0418-A

Contract Review Sales / Applications Engineer
3Material Selection

Demo material selection rationale MS-EPDM-77

Material Selection Rubber Chemist
4Supplier Documents

Demo incoming supplier CoA pack SUP-DOC-3391

Supplier Document Supplier Quality Engineer
5Batch Record

Demo compounding batch record BR-2026-0507

Batch Record Rubber Chemist
6Process Record

Demo process traveler log PR-LINE2-0507

Process Traveler Production Supervisor
7QA Sample

Demo sampling and pull record QAS-0507-12

Sampling QA Inspector
8Test Record

Demo lab test result set TR-LAB-0507-12

Test Result QA Lab Engineer
9Calibration Reference

Demo instrument calibration reference CAL-DURO-08

Calibration Tracking Calibration Coordinator
10Release Decision

Demo lot disposition record REL-2026-0507

Release Readiness Quality Manager
11Shipment Documentation

Demo shipment and CoC pack SHIP-DOC-2026-0612

Shipping Document Document Controller
12Improvement Action

Demo corrective and improvement action CAPA-2026-031

Improvement Action Continuous Improvement Lead

Each node is stewarded by an AI agent and reviewed by an accountable human. Conceptual, demo records only.

Digital factory operating model

An AI-Assisted Operating Model

See how specialized AI agents work alongside people across the digital thread, helping structure records, surface gaps, and connect QMS, QA lab, and factory evidence into one traceable flow. The agents support and recommend; humans review and approve every critical decision in this demo prototype.

Customer Requirement RFQ Qualification Material Selection Rubber Chemistry Process Route Equipment Capability Supply Chain Supplier Quality Production Control QA Lab Standards and Testing Traceability Document Control QMS Audit NCR/CAPA Calibration Management Review Continual Improvement Digital Thread Factory Output

Human-accountable. Throughout RubberForge the AI agents support review, structure, completeness, traceability, and decision-support, while an accountable human approver makes every critical quality, compliance, supplier, and release decision.

Explore the AI operating model in the QMS Command Center
Factory modes

Many ways to read the same factory

Walkthrough Mode

A guided tour of the factory, station by station, narrating what each operation does and why it matters.

Process Simulation Mode

Run a conceptual sheet manufacturing flow end to end and watch material advance through every station in sequence.

Chemistry View

Reveal the conceptual chemistry behind each stage, from mixing and dispersion to crosslinking during cure.

Quality View

See where in-process checkpoints, tests, and inspection points typically sit along the line.

Factory Audit Mode

Step through a conceptual readiness checklist across the factory and surface gaps that would need attention.

Factory Review Mode

Assemble an internal view of the bill of process, required equipment, quality plan, and review owners.

RFQ Output Mode

Turn a product and material selection into a quote-ready technical package with a completeness score.

Factory outputs

What the factory generates

From a single walkthrough the virtual factory can generate several outputs, and a quote-ready RFQ package is only one of them.

one of six outputs

RFQ Package

Assembles a preliminary request-for-quote package that summarizes the part concept, candidate process route, and the factory capabilities relevant to making it, so a supplier conversation can begin on a shared technical footing.

Used by. Sourcing, sales, engineering
Needs. Part concept and intended function, Candidate process route, Estimated volume and cadence, Key requirements to review
Pulls from layers
RFQ / CommercialProcessChemistrySupply Chain
Open RFQ builder

Factory Audit Report

Produces a structured walkthrough of the virtual factory's stations, equipment, and operating practices so a reader can assess how the line is generally set up and where readiness gaps typically appear.

Used by. Operations, customer auditors, management
Needs. Station and equipment inventory, Process flow and sequence, Maintenance and uptime practices, Observed readiness gaps
Pulls from layers
ProcessMaintenanceQualityPeople
Run factory audit

Quality Inspection Plan

Outlines a conceptual inspection plan that maps common control points across the line, the property categories typically checked, and where in the flow each check generally occurs, for review by a technical owner before use.

Used by. Quality engineering, inspection, customer
Needs. Process flow and control points, Property categories to verify, Inspection stage and frequency concepts, Acceptance criteria to be defined
Pulls from layers
QualityProcessChemistryDocumentation
Build inspection plan

Bill of Process

Generates an ordered, conceptual sequence of the operations a part typically passes through across the factory, with the equipment family and general intent of each step, as an educational process map rather than a settings sheet.

Used by. Manufacturing engineering, planning
Needs. Operation sequence and dependencies, Equipment family per step, General step intent and transformation, Handoffs between stations
Pulls from layers
ProcessChemistryPeopleMaintenance
Generate bill of process

Traceability Report

Illustrates how material, batch, and station identifiers can be linked into a conceptual chain from incoming materials through processing to finished part, showing where records would generally attach in a future connected system.

Used by. Quality, compliance, customer
Needs. Material and batch identifiers, Station and operation linkage, Record attachment points, Chain-of-custody steps
Pulls from layers
Supply ChainProcessQualityDocumentation
View traceability chain

Technical Review Summary

Pulls together the factory's process, chemistry, quality, and readiness observations into one hedged narrative that flags assumptions and open questions a qualified reviewer would typically need to resolve.

Used by. Engineering lead, technical reviewer
Needs. Process and chemistry observations, Quality and readiness findings, Stated assumptions, Open questions to resolve
Pulls from layers
ProcessChemistryQualityMaintenanceDocumentation
Open technical review

RFQ generation is one output of the virtual factory, alongside quality plans, process route reports, factory audit summaries, and technical review packages.

Open the factory output center
From virtual factory to outputs

One thread, model to deliverable

Virtual Factory Model

The interactive 3D line, from warehouse to technical review, that you explore and operate.

Factory Systems

The connected layer linking materials, chemistry, equipment, routes, and quality.

Digital Thread

A conceptual lot and batch trail that ties each step back to the choices that drove it.

Factory Analysis

Readiness checks, process routes, and review logic that interpret what the factory implies.

Generated Outputs

Quote-ready RFQ packages, audit reports, quality plans, and other technical documents.

Digital twin roadmap

Honest about what is built and what is next

RubberForge is honestly an interactive virtual factory prototype today, not a live digital twin: it is not yet connected to running machines, real sensors, production data, or ERP and MES systems, and those connections are deliberate roadmap stages rather than current functionality.

1
L1 Visual Virtual Factory
Prototype today

A navigable 3D rubber factory where every major station is modeled, the process flow is laid out in order, and a guided walkthrough explains how material moves from raw ingredients to a finished product.

Realistic 3D factory line with distinct, walkable equipment modelsOrdered process flow from material intake through inspection and finishingGuided camera walkthrough with view modes for the full line, an active machine, and a material cutawayConceptual material-state changes shown as the product advancesCrew and zone context so the factory reads as a working operation, not a static diagram
2
L2 Knowledge-Connected Factory
Prototype today

The visual factory is layered with structured, hedged knowledge about materials, chemistry, quality, equipment, supply chain, standards, and defects so a viewer can understand why each step exists.

Material and product libraries spanning common polymer families and product formsConceptual chemistry and compounding tendencies, qualitative bands rather than recipes or settingsEquipment, ingredient, and supply-chain references tied to each stationQuality concepts, testing categories, and standards pointers for context onlyDefect explorer linking likely process and chemistry causes to the checks that typically catch them
3
L3 Workflow-Connected Factory
Prototype today

The platform turns exploration into structured outputs, generating preliminary documents such as RFQ packages, virtual factory and audit reviews, quality plans, bills of process, and traceability summaries from deterministic, explainable logic.

RFQ package as one output among several, with a live completeness score and adaptive questionsVirtual factory report, conceptual audit checklist, and readiness reviewInspection plan and quality-plan drafts assembled from station and test conceptsBill of process and traceability summary generated from the modeled routeCopy and JSON export of outputs, all marked preliminary and requiring technical review
4
L4 Data-Connected Factory
Roadmap

On the roadmap, the factory is connected to real-world records so outputs reflect an actual manufacturer's capabilities, real product data, real quality history, and uploaded documents rather than conceptual defaults.

Real manufacturer capability and equipment profiles in place of generic modelsReal product specifications and historical quality recordsDocument upload and parsing for drawings, specs, and certificatesCustomer and supplier records linked to projects and quotesOutputs grounded in a manufacturer's actual data, still reviewed by a person
5
L5 Live Digital Twin
Roadmap

The long-term goal is a true live twin connected to running equipment and plant systems, reflecting real machine status and sensor data and supporting monitoring, predictive quality, and optimization.

Live machine status and sensor data from connected equipmentMES and ERP integration with real-time production trackingBottleneck and throughput monitoring across the linePredictive quality and early defect warning from production signalsWhat-if simulation and optimization against live plant conditions

Step inside the factory before you commit to a build.

RubberForge is a virtual rubber factory you can explore, operate, and learn from, then turn into RFQs, audits, quality plans, and review packages. Start with the guided tour, or run the line yourself.

RubberForge by VayuAI is a virtual rubber factory for custom elastomer manufacturing. It brings materials, chemistry, machines, people, quality systems, supply chain, and factory workflows together into one interactive digital environment you can explore and interrogate. From that environment, users generate the outputs a real program needs: RFQ packages, process route reports, inspection and quality plans, factory audit summaries, and technical review packages.