Industrial Data Management
The next era of manufacturing isn’t just connected, it’s cognitively aware.
Flexware Innovation helps enterprises evolve from automation to intelligent autonomy, combining deep engineering expertise with intelligent data foundations to make every decision count.
Data Collection & Integration
Connect plant-floor systems, enterprise platforms, and cloud environments to create seamless data flow across your organization.
Data Contextualization
Turn raw numbers into meaningful insights by linking data to machines, products, batches, and shifts.
Data Historian Strategy & Implementation
Capture and organize high volumes of time-series data to build a trusted record for analysis and compliance.
Data Quality & Governance
Ensure data accuracy, integrity, and security with validation, cleansing, and governance practices.
Analytics & Visualization
Transform industrial data into decisions with dashboards, OEE metrics, predictive insights, and root cause analysis.
Cloud & IIoT Enablement
Modernize your data infrastructure and prepare for Industry 4.0 with scalable cloud and IIoT strategies.
Discover what happens when control meets context.
Contact Flexware Innovation to explore how to unlock equipment reliability, energy optimization, and data-driven decision intelligence — one decisive insight at a time.
Why Flexware Innovation?
Flexware + JR Automation + Hitachi
Flexware Innovation, together with JR Automation, provides:
- Unparalled expertise acquiring data from from Level 0 to Level 4.
- 30+ years of manufacturing automation
- 500+ plant implementations across many industries
- Expertise in process validation, OT security, and operational excellence
- Hitachi’s scale and stability with the agility of a specialized integrator
Deep Roots
in Manufacturing
Flexware has been solving complex automation and information challenges for manufacturers for nearly three decades.
Our teams speak both OT and IT fluently, bridging the gap between controls, MES, and enterprise systems to create unified, high-performing environments.
Industrial Data & Integration Expertise
Flexware goes beyond dashboards and databases. We design data architectures that connect sensors to strategy and turn raw signals into insight.
With specialists in automation, MES, cloud, and enterprise integration, we deliver holistic solutions that power digital transformation.
Bridging the Gap: The Power of Level 3.5
Think of Level 3.5 as the bridge between plant operations and enterprise systems—where raw operational data becomes actionable intelligence. It unifies Engineering (ET), Operations (OT), and Information (IT) into a single source of truth, turning production signals into insight for smarter, faster decisions. It’s where machines and models start speaking the language of business.
Typical IDM Use Case
– Turning Industrial Data into Decisive Action
Where real-time operations meet intelligent insight. Flexware Innovation helps manufacturers transform automation into intelligent autonomy; seamlessly, safely, and at scale.
Manufacturers have connected machines, sensors, and systems yet decision-making often remains slow and fragmented.
Data is everywhere, but insight is scattered. Operators chase dashboards instead of driving improvement. The result? Missed opportunities, reactive maintenance, and under-leveraged data investments.
Create a unified, governed, and contextualized industrial data solution where Ignition (SCADA + MES) delivers real-time context and control, while Cognite provides the durable intelligence layer for time series, events, assets, and lineage—enabling closed-loop OEE, quality, and predictive maintenance.
Flexware’s Industrial Intelligence solution unites Ignition’s real-time control and MES with Cognite’s contextual data foundation to create a single, trusted source of truth from sensor to boardroom.
Unified Operations View: Connect assets, people, and processes.
Actionable Insights: Turn data into decisions.
Continuous Optimization: Predict, prescribe, and adapt.
This integration transforms digital manufacturing by merging real-time control with contextual intelligence.
Empowers Operators: Delivering insights exactly when and where they’re needed.
Drives Performance: Boosting OEE, yield, and energy efficiency.
Accelerates Decisions: Enabling confident, data-driven action.
Builds the Future: Laying the groundwork for AI-driven autonomy.
Faster Time-to-Insight: From raw data to actionable context in weeks, not months.
Lower Total Cost of Ownership: Leverages existing Ignition investments – no rip-and-replace.
Cross-Site Scalability: Securely scales from pilot lines to global operations.
Human + Machine Intelligence: Operators, engineers, and AI working together in one connected ecosystem.
Industrial Data Management vs. MES: Different Roles, Shared Purpose
In modern manufacturing, data drives everything, but not all systems use it the same way. Understanding how Industrial Data Management (IDM) and Manufacturing Execution Systems (MES) work together is key to unlocking performance, visibility, and transformation.
MES: Driving Operations
Manufacturing Execution Systems focus on real-time production control, managing work orders, tracking performance, enforcing quality, and coordinating people and machines.
MES is the digital conductor on the plant floor, ensuring every process stays in rhythm.
IDM: Empowering Intelligence
Industrial Data Management goes further, connecting data from every system, OT, IT, cloud, and enterprise, into a unified, contextualized platform.
IDM doesn’t execute production; it collects, cleans, and contextualizes the data that fuels MES, analytics, AI, and decision-making across the business.
Working Better Together
MES generates rich operational data. IDM ensures that data, and everything beyond it, is captured, organized, and shared securely across your enterprise. Together, they close the loop between operations and intelligence, enabling continuous improvement and smarter manufacturing.
In short: MES drives operations. IDM empowers intelligence.
Move beyond connected systems to truly intelligent operations.
Contact Flexware today and let’s discuss your IDM strategy.