10 Reasons why asset owners are NOT making the digital shift
And yet, when you walk into many NDT and asset integrity environments, the reality still feels familiar. Inspection data lives in different systems. Reports dominate instead of structured datasets. Workflows are partly manual. Contractors work in their own platforms. Audit preparation often starts with searching, reconciling and compiling information. The technology exists. The business case exists. The numbers are clear. So why are asset owners still hesitating to make the digital integrity shift?
Interestingly, the barriers are rarely technological. They are structural, economic and cultural. Below are the most critical obstacles. Starting with systemic foundations and gradually moving toward human behavior.
1. Fragmented inspection data architecture
The most fundamental challenge is structural. Inspection data is rarely centralized. Radiography, ultrasonic testing, visual inspection and reporting often sit in separate systems, sometimes even across different NDT contractors. Over time, this becomes normal. Each discipline optimizes within its own environment. Each contractor works with its own tools. Each report finds its own storage location. But without standardization and centralized governance, digital transformation cannot truly scale. Fragmented inspection data prevents consistent analysis, trend evaluation and long-term asset learning.
Fact note
ARC Advisory Group (2023) estimates that around 70% of industrial organizations still lack a fully integrated inspection data environment. When data remains scattered, digital intelligence remains out of reach.
Digital transformation requires digital sovereignty. Without control over your own inspection data, transformation remains fragile.
2. Vendor lock-in and loss of digital independence
Many asset owners have learned the hard way what software dependency looks like. Data stored in proprietary formats. Platforms controlled by contractors. Costly migrations when systems change. Historical inspection records that are technically available, but practically inaccessible. That experience creates understandable hesitation. No one wants to replace one dependency with another.
Fact note
Vendor-neutral standards - such as ASTM’s DICONDE standard - offer an alternative that is less about tools and more about ownership. They allow inspection data to remain under the governance of the asset owner, interoperable across systems and future-proofed for decades rather than project cycles.
3. Inspection is treated as compliance
In many organizations, inspection is still viewed primarily as a compliance activity. The goal is to meet regulatory requirements, satisfy auditors and maintain certification. Budgets are approved to “stay compliant,” not to enhance asset performance. This mindset shapes investment decisions. If inspection is seen as a necessary cost, spending beyond the minimum feels unnecessary. Improvements are incremental. Digitalization becomes optional. Yet inspection data holds far more value than compliance alone. It contains trends, degradation patterns and risk indicators. It can inform maintenance planning, turnaround preparation and capital allocation decisions.
Accenture (2023) indicates that digitally enabled asset performance strategies can reduce unplanned downtime by 20 to 40 percent. That level of impact is not about compliance. It is about performance. The shift begins when inspection is no longer treated as documentation, but as a source of operational intelligence. When that shift happens, the business case changes dramatically.
4. The ROI of digital integrity is rarely modeled
Executives invest in transformation when they understand its economic impact. Yet in many organizations, the cost of current inefficiencies remains invisible.
Few asset owners systematically calculate what audit preparation truly costs in hours and coordination. The impact of emergency repairs triggered by incomplete insight is rarely translated into numbers. The administrative burden of manual data reconciliation is accepted as “part of the job.” Expert travel and overnight stays on site are considered operational necessities rather than optimization opportunities.
Without explicit financial modeling, digital integrity remains an abstract improvement rather than a strategic investment. Until then, digitalization competes with other investment priorities.
Fact note
McKinsey research suggests that improved maintenance transparency and planning can reduce maintenance costs by 10 to 15 percent in asset-intensive industries. Those numbers become meaningful when connected directly to inspection processes.
5. Opaque workflows and “Black Box” inspection processes
In many environments, inspection workflows are difficult to oversee in real time. Teams know what they are working on individually, but the overall picture remains unclear.
Which inspections are currently in the field? Which datasets are awaiting validation? Where do approvals stall? Who is responsible for final sign-off? These questions are often answered through emails, spreadsheets and follow-up calls rather than through transparent workflow systems.
When workflows are not digitally orchestrated, inspection becomes reactive. Bottlenecks are discovered late. Delays ripple into planning. Return-to-service timelines extend.
Transparency is not about control. It is about clarity. And clarity is essential if inspection is to contribute to performance rather than friction.
Fact note
IBM’s Institute for Business Value (2022) reports that nearly 60 percent of asset managers have limited real-time visibility into maintenance workflows. That lack of visibility does not only slow down processes; it also increases coordination effort and reduces predictability.
6. Sensitivity around contractor relationships
Digital centralization inevitably changes relationships. When inspection data becomes centrally governed, ownership becomes clearer. When workflows are transparent, performance differences become visible. When benchmarking becomes possible, discussions shift.
For some organizations, this raises concerns. Will contractors feel controlled? Will transparency create tension? Will long-standing working models be disrupted?
In reality, the shift is less about control and more about collaboration. Contractors who adopt vendor-neutral, standardized digital integration strengthen their strategic relevance. They become part of a more efficient ecosystem rather than isolated service providers.
Digital maturity does not weaken partnerships. It clarifies them.
7. Digital capability gaps within integrity teams
Asset integrity teams are technically highly skilled. They understand materials, degradation mechanisms and regulatory frameworks deeply. But digital transformation requires additional capabilities, data governance, system integration awareness, workflow design and cross-functional collaboration.
In many organizations, digital topics are delegated to IT. Operational teams focus on inspection content, assuming digital structure is someone else’s responsibility. The result is a gap between operational expertise and digital architecture.
Digital integrity, however, is not purely an IT project. It sits at the intersection of operations, quality assurance, asset management and technology. Without shared understanding across these functions, initiatives slow down or stall completely.
Fact note
Deloitte (2023) reports that 64% of asset-intensive organizations acknowledge digital capability gaps within operations. This does not reflect a lack of competence. It reflects a structural separation between disciplines.
8. The comfort of “it still works fine”
Legacy processes often still pass audits. Reports satisfy regulators. Excel resolves discrepancies. From a short-term perspective, nothing appears broken.
PwC (2023) observes that more than half of industrial organizations acknowledge their data infrastructure is not future-ready, yet the urgency to change remains moderate.
This is understandable. Change introduces uncertainty. Digital restructuring requires effort. As long as the current setup meets minimum requirements, transformation can be postponed.
But there is a difference between surviving audits and building resilience. Systems that “still work” today may not support performance expectations tomorrow.
Digital maturity does not weaken partnerships. It clarifies them.
9. Aging Workforce and Cultural Conservatism
Asset-intensive industries are built on experience. Many integrity professionals have decades of knowledge. They have seen failure mechanisms, turnaround cycles and regulatory shifts.
At the same time, established routines shape how work is done. When processes have worked for years, changing them can feel unnecessary or even risky. Digital tools may be perceived as complexity rather than support.
Cultural inertia is rarely discussed openly. Yet it influences adoption speed more than technology itself.
10. Waiting for AI to solve it
Artificial intelligence is frequently mentioned as the future of asset integrity. Predictive models, automated diagnostics and anomaly detection attract attention. And rightly so.
However, AI depends on structured, reliable data. When inspection information remains inconsistent, incomplete or scattered, advanced analytics cannot deliver trustworthy results.
Artificial intelligence can amplify performance. But it cannot compensate for fragmented foundations. It builds on structure; it does not replace it.
Gartner repeatedly highlights poor data quality as one of the primary reasons AI initiatives fail. Without a coherent digital backbone, AI becomes an experiment rather than an enabler.
The core issue
Asset owners are not avoiding digital transformation because technology is unavailable. They are navigating structural complexity, unclear governance, unmodeled economics and deeply rooted operational habits.
The digital shift in asset integrity is not a simple software upgrade. It is a redesign of how inspection contributes to asset performance and long-term value creation.
What changes when the digital shift is made
When inspection data is standardized and governed centrally, audit preparation becomes faster and less stressful. Administrative workload declines because information no longer needs to be reconciled repeatedly. Return-to-service timelines improve as validation and decision processes accelerate. Exposure to emergency repairs decreases because trends are visible earlier. Travel and on-site overnight stays can be reduced through remote expert access. Lifecycle insight becomes actionable rather than theoretical.
Inspection moves beyond documentation. It becomes intelligence that supports performance.
When inspection becomes digitally standardized and vendor-neutral
30-50 % reduction in audit preparation time
15-30 % decrease in administrative workload
20-40 % faster return-to-service
Significant decline in emergency repair exposure
10-25 % reduction in expert travel costs
Actionable lifecycle intelligence
Who will lead the digital shift: you?
The digital shift is not about adopting another tool. It is about building a vendor-neutral digital integrity backbone that brings structure, transparency and long-term control to inspection data. The question is not whether the shift will happen. The real question is who will lead it and who will continue managing integrity in fragments.
Talk to an expert
Florian Anke
DIMATE
