Unify Manufacturing Data Across ERP, MES, and Shop Floor
Your operational data exists; it's just scattered across a dozen disconnected systems, spreadsheets, and databases. FactoryTwin eliminates data silos and creates a single source of operational truth that powers accurate, real-time planning, scheduling, and execution decisions.
The Problem
In most small and medium manufacturers, operational data is spread across five to ten different systems that were never designed to work together. ERP holds order and financial data. MES tracks job status. QMS stores inspection records. Engineers maintain their own spreadsheets. Machines log their own cycle times. Supply chain data lives in a separate portal.
None of these systems knows what the others know, and none of them tells the complete story of what is happening in your factory right now.
This fragmentation isn't just inconvenient. It is operationally costly in ways that accumulate invisibly until they show up as missed deliveries, inaccurate plans, and decisions made on stale or incomplete information.
When data needs to move between systems manually, through copy-paste, periodic exports, or re-entry by hand, every step introduces delay, error, and version inconsistency. Reports that could take seconds take hours. Plans that could be accurate are built on yesterday's snapshot. Decisions that could be data-driven are made on gut feel because gathering the relevant data in time isn't practical.
Why Data Stays Siloed
Systems acquired independently over time. ERP, MES, and QMS systems were often purchased years apart, by different teams, for different purposes. Integration was never part of the original requirements, and retrofitting it is expensive and technically complex.
No integration framework or data architecture. Most SMMs lack the IT resources or expertise to design and maintain real-time data pipelines. Integration projects stall due to cost, complexity, and insufficient internal capability.
Data quality issues block automation. Even when integration is attempted, dirty data prevents reliable automation. Missing fields, inconsistent part numbers, and outdated records make it impossible to build a trustworthy unified view, and without a clean foundation, the integrated system is unreliable from the start.
Disconnected shop floor data capture. Paper-based operator logging, informal verbal communication, and manual WIP tracking mean that shop floor reality is systematically under-captured, leaving a critical gap between what ERP believes is happening and what is actually happening on the floor.
Business Impact
The consequences of disconnected manufacturing data reach every part of the operation:
Delayed decisions result when assembling a complete operational picture takes hours rather than seconds. Decisions that should happen in the morning meeting get deferred, and the window to act proactively closes.
Inaccurate planning follows inevitably from incomplete or stale data. Plans built on bad inputs break the moment they hit the shop floor, and planners spend more time managing exceptions than improving performance.
Limited operational visibility means no single person or team has a complete picture of what is happening across the factory. Leadership makes strategic decisions on capacity investments, customer commitments, and operational priorities, on partial information.
Erosion of trust in data systems occurs when planners who've been burned by bad data stop using the system and revert to spreadsheets and tribal knowledge. The systems become self-fulfilling: unreliable data produces workarounds that make the data more unreliable.
How FactoryTwin Solves This
FactoryTwin is purpose-built to integrate, clean, and unify manufacturing data from all sources, creating the single operational model that makes everything else possible.
FactoryValidator® automates the diagnostic process across ERP, MES, and other factory systems, identifying missing fields, inconsistencies, and outdated records, categorized by urgency and operational impact. This ensures the data foundation is reliable before any analytics are built on top of it. Data inputs addressed include Sales & Marketing, Engineering & Quality, Production, and Supply Chain.
FactoryDialog™ replaces paper-based operator logging with tablet-enabled real-time digital inputs directly from the shop floor, capturing production activities, material movements, and the Voice of the Operator at the operation level. This closes the most common gap between ERP records and shop floor reality.
S&OP and S&OE operate on a single shared data layer, ensuring that strategic planning and day-to-day execution are always working from the same unified operational model, with no version discrepancies between what the planning team believes and what the shop floor is experiencing.
Digital CI leverages the unified data environment to perform cross-domain analysis, identifying cost reduction, lead time improvement, and delivery performance opportunities that would be invisible when data lives in silos.
How It Works
Connect all data sources. FactoryTwin integrates with your existing ERP, MES, QMS, spreadsheets, and shop floor systems. No rip-and-replace required, the platform works with the systems you already have.
Clean and validate data with FactoryValidator®. Automated diagnostics identify missing fields, inconsistencies, and outdated records, ranked by urgency and operational impact, so teams focus on the fixes that matter most first.
Build a unified digital operational model. FactoryTwin constructs a high-fidelity model that integrates all validated data, creating a single, accurate representation of your factory, supply chain, and customer commitments.
Enable real-time insights across the organization. Every module operates on the same unified data layer. From the shop floor to the executive suite, everyone is working from one version of operational truth.
Results
Manufacturers using FactoryTwin report:
A single source of truth across planning, operations, quality, and supply chain
Faster decision-making at every level of the organization
Up to 20-point improvement in on-time delivery
Up to 50% strengthening of cash flow
Up to 20% increase in profitability