Why Most OEMs Don't Know What's Installed in the Field

February 26, 2026
Dr.-Ing. Simon Spelzhausen

In today's hyper-connected business landscape, installed base visibility has become a critical differentiator for machinery manufacturers and suppliers. Yet, a staggering reality persists: most OEMs lose track of their products the moment they leave the factory floor.

According to a 2023 Aberdeen Group study, only 32% of manufacturers have complete visibility into their installed base, while 68% operate with fragmented or incomplete asset data.

The implications of poor installed base visibility extend far beyond simple inventory management. When OEMs don't know what equipment is deployed, where it's located, or its current operational status, they're essentially flying blind in the after-sales arena.

This knowledge gap affects service lifecycle management, erodes customer trust, and leaves millions of dollars in potential revenue on the table. As markets shift toward outcome-based service models, the importance of installed base visibility has never been more pronounced.

Understanding the Disconnect Between OEMs and Their Installed Base

The journey from manufacturing floor to field deployment should be seamless, but for most machinery manufacturers and suppliers, it's where visibility disappears.

Fragmented Systems Create Information Silos

The typical OEM operates with disparate systems, ERP handles production and inventory, CRM manages customer relationships, and service management platforms track maintenance activities.

Research from Gartner indicates that 73% of manufacturers use at least three disconnected systems for asset management visibility. When these platforms don't communicate, data becomes trapped in silos, making comprehensive asset tracking in the field nearly impossible.

Did you know?

About 74% of manufacturers report being held back by disconnected legacy systems and siloed data, relying on spreadsheets and outdated tools to access crucial information across departments.

Source: The Manufacturer, 2025

The "Set-and-Forget" Mentality

Many organisations treat the sales transaction as the finish line rather than the starting point of a long-term relationship. Once a product ships, documentation often remains static in the original sales order.

Configuration changes, upgrades, relocations, and replacements happen in the field without being reflected in corporate systems. This "set-and-forget" approach to installed base data management creates a growing gap between reality and records.

Without dedicated processes for capturing field changes, even well-intentioned organisations struggle. Managing installed base data effectively requires not just technology but also cultural commitment across departments, a challenge that requires dedicated resources many OEMs haven't prioritised.

Why Visibility Matters More Than Ever in Today's Market

The business landscape has fundamentally shifted, making field service visibility for OEMs not just beneficial but essential for competitive survival.

When OEMs lack accurate field service data about installed equipment, they can't deliver the proactive, personalised service customers demand.

Did you know?

71% of industrial customers expect personalised interactions, yet only 34% report actually receiving them, highlighting a major gap in customer experience.

Source: McKinsey & Company, 2024

Customer portals depend on real-time asset information to provide self-service capabilities. Without visibility of field assets, these advanced service models remain theoretical rather than operational.

Research by Deloitte shows that companies with strong installed base visibility achieve 23% higher service revenue growth compared to industry peers, capturing opportunities in warranty renewals, equipment upgrades, and proactive service contracts.

Challenges in Achieving Complete Visibility

Understanding the challenges in installed base visibility helps OEMs develop targeted strategies to overcome them.

Data Fragmentation Across Systems

Enterprise systems have evolved organically over decades, resulting in technology patchworks where data exists in multiple formats across platforms.

IDC found that manufacturing companies spend an average of 14 hours per week manually reconciling data across systems. This inefficiency not only wastes resources but introduces errors that compound over time, further degrading asset management visibility.

Read More: From Work Orders to Insights: How FSM Data Creates Value

Legacy Technology and Resource Constraints

Many OEMs operate with legacy systems deployed 10-20 years ago, built when cloud computing and IoT in field service were futuristic concepts.

According to PwC research, only 28% of manufacturing companies allocate sufficient budget to digital transformation in field service management initiatives. Without dedicated resources, installed base data management remains a perpetual back-burner project.

Read More: How to Integrate Field Service Software with ERP and Factory Systems

The Cost of Not Knowing Whats Installed

Key Impact Areas

  • Revenue at risk due to delayed service and missed upsell opportunities.
  • Operational inefficiencies, including duplicate visits, incorrect parts, and extended downtime.
  • Customer trust and retention challenged by poor visibility and slow response times.
  • Regulatory and compliance exposure from incomplete or outdated equipment records.

Overcoming the Challenges: Key Strategies for OEMs

Improving installed base visibility requires a combination of technology, operational processes, and organisational alignment. OEMs that successfully address these challenges typically focus on four core strategies that improve how asset data is captured, updated, and shared across the organisation

Core Strategies for Installed Base Visibility

  • Unified service platforms that connect disconnected systems and create a single source of truth for installed base data.
  • Real-time asset tracking through connected equipment and sensors that continuously update asset status and location.
  • Automated data capture during service activities using mobile apps, digital forms, and integrated workflows.
  • Cross-functional governance that ensures asset data remains accurate, updated, and accessible across departments.

1. Implement a Unified Installed Base Management Platform

One of the most effective ways to improve asset visibility is to consolidate data from multiple systems into a single installed base management platform. Many manufacturers currently store asset information across ERP, CRM, service management, and support systems, which creates fragmented data and inconsistent records. A unified platform connects these systems into one environment, allowing teams to access accurate equipment history, configuration data, and service activity in a single location.

Key benefits include:

  • A single source of truth for installed equipment data
  • Improved data accuracy and consistency across departments
  • Faster access to asset history for service, sales, and support teams
  • Better coordination between sales, service, and operations

2. Enable Real-Time Asset Tracking with Connected Technologies

Modern equipment increasingly supports connected sensors and IoT-based monitoring, allowing OEMs to track asset status and usage in real time.

Instead of relying solely on manual updates, connected equipment can automatically provide information such as:

  • Operational status and performance metrics
  • Equipment usage patterns
  • Location changes or relocation events
  • Early indicators of potential faults or maintenance needs

This continuous data flow allows service teams to detect issues earlier, plan maintenance more effectively, and maintain more accurate installed base records.

3. Automate Data Capture During Service Activities

Manual data entry is one of the biggest sources of errors in installed base records. Automating data capture during service work helps ensure that equipment information remains accurate over time.

Common automation approaches include:

  • Mobile service applications that allow technicians to update asset data directly from the field
  • Digital service forms that automatically capture configuration changes and parts replacements
  • Integrated service workflows that link work orders to specific assets and service history
  • AI-powered assistance tools that highlight missing data and suggest corrections based on historical patterns

These tools reduce administrative burden on technicians while ensuring that asset records are continuously updated during real-world service events.

4. Build Cross-Functional Accountability for Asset Data

Technology alone cannot solve installed base visibility challenges. Organisations also need a culture that treats asset data as a shared responsibility.

Installed base data affects multiple teams across the business, including:

  • Field service and maintenance teams
  • Sales and account management
  • Customer support organisations
  • Operations and compliance teams

Creating shared KPIs around data accuracy, service documentation, and asset updates encourages collaboration between departments. When teams understand how accurate installed base data supports service efficiency, customer experience, and revenue opportunities, maintaining data quality becomes a natural part of daily operations.

The Role of IoT and Digital Transformation in Field Visibility

Digital transformation in field service management represents perhaps the most significant enabler of installed base visibility in recent decades.

When combined with AI and machine learning, IoT data unlocks capabilities that enable OEMs to shift from reactive to proactive service models, intervening before failures occur.

Did you know?

IoT-connected industrial equipment can improve asset tracking accuracy by up to 89% compared to manual tracking methods, significantly improving installed base visibility for OEM service organisations.

Source: McKinsey & Company – Industrial IoT and Advanced Analytics in Manufacturing

Cloud-based service lifecycle management platforms make asset information accessible anywhere, anytime. Field technicians access complete equipment histories via tablets, while management monitors fleet health through reports & analytics dashboards.

A Roadmap for OEMs: Steps to Better Field Visibility

How to improve installed base visibility requires a systematic approach.

Phase Key Actions Typical Duration
Phase 1: Audit Map existing systems, assess installed base data quality, and identify gaps across ERP, CRM, and service platforms. 1–2 months
Phase 2: Centralise Implement a unified installed base or service management platform and integrate key systems to create a single source of truth. 3–6 months
Phase 3: Mobilise Deploy mobile service tools and digital forms so technicians can update asset data and service records directly from the field. 2–4 months
Phase 4: Automate Introduce IoT sensors, automated asset monitoring, and AI-assisted tools to continuously capture equipment data. 6–12 months
Phase 5: Optimise Refine processes, expand data coverage, and continuously improve asset visibility through analytics and operational feedback loops. Ongoing

Start with a comprehensive data audit to understand your current state and calculate the business impact of poor visibility. Centralise asset data into an installed base management platform as your data hub, then deploy mobile apps and digital service forms to empower field personnel.

Implement IoT sensors for automated tracking of high-value assets, and build cross-departmental collaboration with shared KPIs measuring data quality.

Conclusion

The question isn't whether OEMs can afford to improve installed base visibility, it's whether they can afford not to. In an era where service represents the fastest-growing revenue stream for manufacturers, where customers demand proactive rather than reactive support, and where competitive differentiation increasingly happens post-sale, comprehensive field visibility has evolved from operational nicety to strategic imperative.

The data is clear: organisations investing in real-time asset tracking for OEMs, unified service lifecycle management platforms, and digital transformation in field service management achieve measurably superior results, higher service revenue, improved customer satisfaction, greater operational efficiency in field service, and reduced compliance risk.

The roadmap exists. The technologies are proven. The business case is compelling. For forward-thinking OEMs, the journey toward complete installed base visibility represents not just operational improvement, but fundamental transformation in how they create and capture value throughout the equipment lifecycle.

FAQs

Many OEMs rely on fragmented systems and legacy technologies that do not integrate across sales, service, and support departments. As a result, asset records are often incomplete or outdated, making it difficult to maintain an accurate view of the installed base once equipment is deployed in the field.

When OEMs lack visibility into their installed equipment, service teams struggle to plan maintenance effectively, spare parts management becomes inefficient, and customer issues take longer to resolve. Poor visibility also creates missed service revenue opportunities and increases the risk of compliance and operational challenges.

IoT-enabled equipment provides real-time data about machine health, performance, and operational status. This allows OEMs to monitor assets remotely, detect issues earlier, and schedule maintenance proactively rather than reacting to unexpected failures.

A centralised asset database ensures that all departments work from the same accurate information. Service teams can access complete equipment history, configuration details, and maintenance records, enabling faster diagnostics, better planning, and improved coordination across the organisation.

By improving installed base visibility and collecting real-time equipment data, OEMs can identify potential failures before they occur. Predictive analytics and connected asset monitoring allow maintenance to be scheduled during planned downtime, reducing disruption and improving equipment reliability.

Dr.-Ing. Simon Spelzhausen
Co Founder & Chief Product Officer

Simon Spelzhausen, an engineering expert with a proven track record of driving business growth through innovative solutions, honed through his experience at Volkswagen.