Unified Namespace (UNS) consulting & implementation services

We help manufacturers unify their data streams — enabling predictive maintenance, better planning, and fewer downtimes.

What is Unified Namespace?

shared Unified Namespace as a data hub for the smart factory – connecting machines, plants, and systems in real time

A unified namespace (UNS) ends the data silo era:

  • Instead of costly point-to-point integrations,
  • Operational data is published once to a central,
  • event-driven broker
  • Made available in real time to any authorised system.

It removes the integration tax and is the data foundation of a modern digital manufacturing strategy, cutting new factory deployment from months to weeks

UNS is a design pattern that provides a blueprint for standardizing data management and integration across diverse systems. It represents a new architecture compared to traditional industrial solutions, offering a significant shift from legacy architectures to enable smarter automation and data-driven decision-making.

Solving Data Management and integration challenges

Many manufacturing leaders still ask: “Is this really necessary? Will it complicate our work?” The truth is, without Unified Namespace (UNS), companies face challenges that slow down digital transformation and add unnecessary complexity.

Disparate systems and fragmented data

information is scattered across ERP, MES (manufacturing execution system), SCADA, IoT, and other systems.

High integration costs and point-to-point connections

very new software system or hardware solution requires custom integrations.

Legacy equipment and inconsistent data formats

old machines and new IoT devices generate different data types, which requires translation and increases complexity.

Limited visibility and slow decision-making

a lack of a centralized repository means no access to the data.
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Implementing a Unified Namespace (UNS) is a key step in overcoming these integration and data management challenges.

Unified namespace vs traditional integration

Traditional Industrial ArchitectureUnified Namespace (UNS) Architecture
Integration model
Traditional Industrial Architecture
Multiple point-to-point connections
Unified Namespace (UNS) Architecture
One layer, one interface to maintain on the data broker level
Data access
Traditional Industrial Architecture
Limited, siloed, slow
Unified Namespace (UNS) Architecture
Real-time availability of all the industrial data across the enterprise
Communication
Traditional Industrial Architecture
Poll-based, delayed
Unified Namespace (UNS) Architecture
Event-driven (publish - subscribe) via MQTT (Message Queuing Telemetry Transport)
Format of data
Traditional Industrial Architecture
Different in each system, inconsistent data points
Unified Namespace (UNS) Architecture
Standardized data types in a central repository
Scalability
Traditional Industrial Architecture
Complex and expensive
Unified Namespace (UNS) Architecture
Easily scalable to additional technologies and sites
Maintenance
Traditional Industrial Architecture
High cost of managing software and hardware integrations
Unified Namespace (UNS) Architecture
Reduced cost with a common network infrastructure
Innovation
Traditional Industrial Architecture
Slows down the digital transformation
Unified Namespace (UNS) Architecture
Enables AI, advanced analytics, and IIoT data-driven decisions whenever it makes sense

Benefits of Unified Namespace

One single source of truth

Your teams work with accurate, consistent, and reliable data.

Faster, smarter decision-making

Respond instantly to issues and reduce costly downtime.

Lower IT/OT integration costs

Cut integration costs and accelerate deployment times.

Accelerated digital transformation

Unlock AI and Industry 4.0 initiatives faster.

Global scalability

Easily scale Unified Namespace across multiple sites with consistent data.

Fast return on investment (ROI)

Generate savings within months, with ROI in 6–12 months.

Security and transparency

Safeguarded data, transparent governance, and compliance.

Employee adoption

Teams embrace Unified Namespace quickly through training and onboarding.
Optimized Data Collection for seamless, scalable integration
Real-Time Streaming for direct process control and faster response times
Scalable Architecture-flexible, growth-ready, and built for the future

Increase output by up to

30%

Reduce lead times by up to

20%

Boost line loyalty by up to

10%

Unified Namespace for recipe management in FMCG

Rows of orange-colored plastic bottles with green caps on a conveyor belt in a brightly lit beverage factory, conveying efficiency and production.

A leading food & brewery manufacturer unified data across plants with UNS and IoT platform

Read the full case study
Real-time visibility quicker decisions, fewer errors
Automated recipes faster rollouts, less manual work
Unified reporting transparency across sites

End-to-End Unified Namespace Services

Consulting and roadmap design

Unified Namespace consulting gives you a clear roadmap for adopting unified namespace architecture across the shop floor. By focusing on standardization, data access, and collecting data from IIoT sources, we ensure that your organization builds a foundation for control and future-ready operations. This approach helps drive innovation and accelerates your digital transformation journey.

Implementation of UNS architecture

Implementation of UNS architecture architecture based on event-driven communication (MQTT broker or other technology), ensuring seamless data access across all systems. This architecture enables efficient gathering and availability of the data from all connected sources, supporting real-time visualization, analysis, and integration. By replacing outdated point-to-point integrations, you gain standardized, real-time data flow that supports advanced analytics and operational efficiency.

Integration with ERP, MES, SCADA, and other

UNS connects your business and operational layers by integrating ERP, MES, SCADA, and other software systems into one communication interface. This removes barriers caused by disparate systems, enabling access to contextualized data across your entire enterprise. As a result, you streamline communication and empower faster, data-driven decision-making.

Expert recommendation on the best tools

We advise which tools to use and how to configure them (e.g. MQTT/Sparkplug B and IIoT gateways) to standardize data formats and enable reliable communication from IIoT devices on the shop floor. This ensures data consistency across people, data sources and software applications. By combining the data from multiple sources — including legacy equipment, production and enterprise systems and technologies — you can be ready for real-time analysis and insights, unlocking the full value of your industrial environment.

Cloud UNS and centralized repository deployment

If necessary, UNS is cloud-enabled to create a centralized repository. Your organization gains one single source of truth for all the data across the enterprise. This approach simplifies data management, improves data access, and enables scalable analytics. Whether on one line or across multiple sites, you achieve consistency, security, and business agility.

AI-driven analytics and predictive insights

We extend UNS data streams with advanced real-time analytics and AI models to deliver predictive maintenance, anomaly detection, and smarter business decisions. By providing access to contextualized data from legacy equipment, IoT devices, and supervisory control, you can solve problems faster, unlock innovation, and generate measurable ROI from your UNS implementation.

Industries we support in digital transformation

Two engineers in safety gear discuss plans in a modern car factory. One gestures toward machinery, conveying teamwork and innovation.
Automotive
Retail and Consumer Goods
Heavy industry
FMCG
High-Tech
MedTech
Aerospace & Defense

Our partners

Microsoft
Google
AWS
PTC
Atlassian
Oracle
Realwear
Ab Initio
Github
Power BI
IBM
MR Tech

References

Success Stories

The process begins with an in-depth discussion

with our expert, who carefully assesses the business requirements and proposes a plan of activities

Why choose TT PSC

Deep industry expertise
We understand the specifics of manufacturing environments across multiple industries, from automotive to FMCG. This knowledge allows us to design unified namespace architecture that fits your production line and plant floor realities.
Proven UNS implementations
We already delivered successful Unified Namespace projects, even though it is a relatively new technology. Our clients benefit from reliable data access, standardization, and measurable ROI.
Risk-free Proof of Concept
Start small with a pilot project instead of a full-scale investment. A PoC minimizes risk, validates data integration, and shows quick wins before you scale Unified Namespace across the entire enterprise.
Flexible pricing and quick wins
We offer tailored pricing models, strategic consulting, and a clear demonstration of business value. You see tangible results early in your digital transformation journey.
Global presence, local support
With international expertise and offices worldwide, we support your projects in your local language and adapt to regional business operations.
Training and ongoing support
We run workshops, hands-on training, and provide continuous support. This eliminates resistance to change and ensures your teams adopt Unified Namespace architecture from day one.

How to implement UNS - approach and timeline

Software and hardware solutions.

Specific technologies, solutions and tools can differ based on your OT and IT landscape - PLCs, edge, industrial systems, network topology. We constantly monitor the industrial tools market, evaluate trends and news to advise the best of breed and cost-effective solutions.

Assessment (2-4 weeks)

Goal: Build mutual understanding and define a high-level UNS vision and roadmap.
  • Identify key production and business processes where real-time data integration can generate measurable impact
  • Define key business outcomes
  • Review current data, system and equipment landscape
  • Run a workshop to establish a common understanding of UNS (concepts, principles, reference architectures)
  • Propose an initial concept with pilot use cases and their KPIs

Pilot (2-4 months)

Goal: Prove business value and technical feasibility on a limited scope.
  • Pilot Specification workshop around selected equipment, processes, key staff and measurable success criteria
  • Implement initial UNS tools and structure, integrate selected assets
  • Deliver selected business use case (e.g. production dashboards, energy monitoring, traceability)
  • Operational validation - performance, reliability and scalability of the setup
  • Business Value Review - measure outcomes versus objectives and refine the business case and roadmap

Mid-term (5-12 months)

Goal: Industrialize and expand UNS adoption across multiple areas and sites.
  • Industrialize the architecture - design and implement production-ready UNS with all relevant aspects (scalability, data lifecycle, security)
  • Expand the integration - include additional systems (MES, ERP, energy systems)
  • Establish governance & organizational model across the teams
  • Select, validate and deploy more complex use cases, making use of the production data (e.g. process optimization, predictive maintenance)
  • Create organizational-level reporting and dashboarding
  • Enable further standardization and unification in the area of industrial connectivity and data model

Continuous improvement (long term)

Goal: Make UNS a foundation of the digital manufacturing ecosystem, continuous improvement engine and key competitive advantage.
  • Scale UNS wide in the organization - across sites, regions, business domains (between production and other business areas, such as product engineering, service, even sales)
  • Institutionalize governance and stewardship of the data, enabling organizational data management and analytics
  • Use UNS as a platform for innovation - easy to use, plug-and-play innovation framework - promote internal reuse of data products and models

Best practices for implementing Unified Namespace (UNS) architecture

1

Start with a pilot project

A proof of concept on the plant floor helps validate the unified namespace architecture. It reduces risk, ensures proper data integration, and shows value before scaling to the entire enterprise.
2

Rely on a stable infrastructure

Building a unified namespace on a common network infrastructure with standardized data ensures reliable data access and data standardization. It simplifies data management and supports seamless communication.
3

Use open protocols and standards

Implementing MQTT broker and Sparkplug B provides an event-driven architecture that replaces point-to-point connections (e.g. between systems, machines, HMIs, databases). This enables scalable data exchange and advanced analytics.
4

Bring all data sources together

Unified namespace combines data from IoT devices, equipment, historical data, and supervisory control layer. This creates a central data hub that provides real-time data insights and supports data-driven decision-making.
5

Enable advanced analytics and AI

Unified Namespace unlocks advanced analytics with artificial intelligence. By contextualizing all the data, you can predict issues, optimize production lines, and drive innovation across business operations.
6

Training and Support for Unified Namespace Adoption

Adopting UNS changes how data is managed and shared in manufacturing. To ensure a smooth transition, teams need practical training in data standardization, and the use of supporting software and hardware solutions. Ongoing support, documentation, and responsive assistance help employees access data efficiently, use the communication interface effectively, and embrace real-time analytics.
7

Monitoring and Maintenance of Unified Namespace Environments

Reliable UNS operations require continuous monitoring and proactive maintenance. Regular oversight of integrated interfaces to other systems, data streams, updates, and security checks ensures stability and minimizes downtime. With clear processes, analytics tools, and IT/OT collaboration, organizations can quickly resolve issues and keep UNS environments secure, efficient, and ready to support digital transformation goals.

FAQ

Unified Namespace is a central data hub that unifies data from various sources (systems, machines, people), enabling digital transformation, real-time insights, and seamless communication across the enterprise.

Knowledge base

What If Your Factory Could Tell You Where the Next Problem Will Come From?

What If Your Factory Could Tell You Where the Next Problem Will Come From?

When manufacturers talk about AI, the conversation usually starts with use cases and ends with integration complexity.When manufacturers talk about AI, the conversation usually starts with use cases and ends with integration complexity. In this interview, Adam Gąsiorek, CTO of TT PSC, and Ayush Tiwari from Velotic cut through the noise, sharing how a semiconductor manufacturer turned ignored process signals into a quality breakthrough, and why a manufacturing co-pilot can be built faster than most teams expect.