Digital Transformation in Manufacturing: Priorities, Challenges, and What's Working in 2026

Table of Contents

    Key Points

    • Manufacturing digital transformation spending will hit $1 trillion by 2031,¹ yet most capital is trapped in ERP and production floor technology rather than the dealer and supplier networks that drive revenue.
    • Rising costs and trade uncertainty demand real-time adaptability. Relying on IT queues to update pricing or catalogs is no longer a viable operating model.
    • The aftermarket is becoming manufacturing's most resilient revenue channel. The Global Parts and Service Report Survey 2025³ identified on-time delivery and parts availability as the most critical operational concern across machine manufacturers.
    • Connecting portals, intranets, and B2B commerce on a single platform eliminates the integration debt that ERP-centric architectures leave behind.
       

    Manufacturing Digital Transformation

    What is Digital Transformation in Manufacturing?

    Digital transformation in manufacturing is the integration of digital technologies, data analytics, and process redesign. Its goal is to improve how products are made, sold, serviced, and managed across the full value chain. This transformation covers production floor automation and supply chain management, as well as the digital channels through which dealers, suppliers, customers, and employees interact with manufacturing companies daily.

    Key technologies driving this shift include artificial intelligence, machine learning, and cloud computing, along with digital twins, the Industrial Internet of Things (IIoT), big data analytics, additive manufacturing, and robotic systems. Together, these technologies move manufacturing processes from manual, paper-based operations to data-driven, automated systems. This evolution improves product quality, reduces costs, and helps companies remain competitive in volatile markets.

    The manufacturing digital transformation market is projected to exceed $1 trillion by 2031.1 While this investment is substantial, strategic returns remain inconsistent. The reason is simple: most capital flows directly into back-office ERP upgrades and floor automation. Both are necessary, yet neither addresses the critical experience layer. This layer includes the digital portals and channels through which dealers place orders, suppliers submit data, customers request service, and employees access operational knowledge. Consequently, manufacturers deploy modern core systems trapped behind outdated user interfaces. Digitizing the back office without modernizing the front end creates operational friction. This disconnect ultimately manifests as inflated contact center volumes, catalog errors, sluggish supplier onboarding, and the loss of institutional knowledge when experienced workers retire.

    What Forces Are Reshaping Manufacturing Digital Transformation in 2026?

    Has tariff volatility made digital agility a business-critical requirement?

    Trade uncertainty was the top concern for 78% of manufacturers in the NAM Q3 2025 outlook survey, with input costs expected to rise by an average of 5.4% over the next 12 months.2 Near-shoring and multi-sourcing are accelerating globally as manufacturing companies reduce dependence on single-region supply chains.

    The manufacturers responding fastest to supply chain disruptions are those who empower their teams. These teams can update supplier networks, adjust pricing, launch new RFPs, and modify product catalogs without waiting for IT development cycles. Organizations dependent on legacy systems and static content architectures spend weeks on changes that should take hours. This is not a technology problem. It is a platform architecture problem.

    Bridging the Gap Between Core ERP Data and Channel Experience

    Enterprise ERP consolidations have successfully delivered on their promise to build reliable operational data, improve financial visibility, and standardize core back-office processes. However, while these transaction systems excel at internal management, they were not fundamentally architected to drive engagement for users outside the corporate network.

    External stakeholders require a different interface altogether. Consider a distributor needing live pricing, a supplier providing compliance logs, a customer attempting a rapid parts reorder, or a field technician scanning assembly schematics directly on the factory floor. Because rigid core systems struggle to serve these fast-paced, outward-facing interactions, many manufacturers find that partners still resort to phone calls because their native portals are difficult to navigate. True modern efficiency requires pairing your transaction data engine with a robust experience layer—extending the value of your core systems out to the entire supply ecosystem.

    Is the aftermarket becoming the most resilient revenue channel?

    Increasingly, yes. In a market where equipment sales are sensitive to tariff uncertainty and capital expenditure cycles, aftersales revenue (including replacement parts, service contracts, consumables, and add-on services) represents a structurally more resilient income stream. The Global Parts and Service Report Survey 2025 identified on-time delivery and parts availability as the most critical operational concern across machine manufacturers.3

    MacDon, a world leader in agricultural and harvesting equipment manufacturing, demonstrated what aftermarket digitization delivers in practice. After building a self-service Westward Parts portal and upgraded dealer portal on Liferay DXP, overall sales increased by 20%, e-commerce transactions increased by 50%, and call, fax, and in-person orders decreased significantly as dealers moved online. That is a revenue story, not an IT modernization story.

    What role do digital twins and predictive maintenance play in 2026?

    Digital twins are virtual replicas of physical assets and production processes. They are among the highest-impact technologies in manufacturing digital transformation. By simulating real factory floor conditions, digital twin technology allows manufacturers to test changes to production processes before implementation. This reduces downtime risk and improves product quality. When combined with predictive maintenance powered by IIoT sensors and machine learning, manufacturers can identify equipment failures before they cause disruptions.

    Predictive maintenance is becoming standard practice across manufacturing operations. Instead of running equipment to failure or following fixed schedules, it uses real-time data from connected devices and historical patterns. This optimizes maintenance timing, extends equipment life, and reduces unplanned downtime. For manufacturing companies with high-value equipment, the cost savings from avoided failures alone justify the digital investment.4

    Agentic AI is extending these capabilities further. Nearly a quarter of manufacturers plan to deploy physical AI, including advanced robotics and autonomous systems, within two years. This is more than double current adoption rates, according to a Manufacturing Leadership Council survey published in December 2025.5

    See how customer portals built on Liferay help manufacturers keep equipment operational by consolidating maintenance data and enabling proactive service workflows.

     

    What Are the Six Priorities for Manufacturing Digital Transformation Leaders?

    1. Digitizing the dealer and distributor channel

    For most manufacturing companies, dealers and distributors are the primary route to market. Yet this channel typically receives the least digital investment. Dealers routinely contact manufacturer support teams for pricing, inventory availability, and order status because the digital alternatives are not reliable enough to replace the phone call.

    A modern dealer portal gives channel partners:

    • Real-time pricing and inventory data integrated with ERP systems
    • Self-service order placement, tracking, and returns management
    • Warranty claims submission and management
    • Product documentation, marketing assets, and training resources

    Getting there requires connecting existing ERP and PIM systems through standard APIs, not replacing them. The manufacturing experience layer sits above the operational infrastructure.

    2. Supplier portal agility for volatile supply chains

    Tariff changes, supply chain disruptions, and near-shoring requirements are forcing procurement teams to update supplier qualifications, onboarding documentation, and RFP processes at a pace that manual workflows cannot sustain. Centralized supplier portals give procurement teams the ability to onboard new suppliers, monitor supplier performance, and update procurement requirements without IT involvement. This agility is the difference between responding to a supply disruption in hours versus weeks.

    Maschio Gaspardo, an international agricultural equipment manufacturer with 8 production plants and 200 product models across 10+ markets, used Liferay DXP to eliminate 6,000 price lists per year, create a universal product catalog in 10 languages, and bring control of product data back in-house from an external agency. The result was a data-driven procurement and distribution environment with genuine resilience that the organization manages internally, without external dependency. For practical guidance, see How Can a Supplier Portal Streamline and Digitize Supplier Processes.

    3. Customer aftersales and aftermarket revenue

    An aftersales portal built on a modern digital platform gives equipment owners self-service access to replacement parts ordering, warranty claims, service scheduling, maintenance documentation, and account management, connected to the manufacturer's ERP, CRM, and parts management systems through standard APIs.

    For manufacturing companies with complex equipment, the lifetime aftersales revenue from a single piece of equipment can exceed the original sale value. Making that revenue easy to access digitally reduces support costs while increasing recurring income. Pratt & Whitney, with 85,000+ engines in service across 40 countries, built its EngineWise Connect customer portal on Liferay DXP to serve thousands of customers securely, with fine-grained permissioning that controls access to regulated documentation by contract type, and low-code tools that allow business teams to manage portal content without developer involvement.

    4. Employee knowledge and workforce continuity

    Manufacturing is navigating a significant workforce transition. Experienced production workers, maintenance engineers, and technical specialists are retiring. The institutional knowledge they carry, including equipment calibration procedures, quality control standards, safety protocols, and supplier relationships, is inadequately captured in most organizations' digital infrastructure.

    A projections-based workforce challenge reinforces this: nearly 2 million manufacturing jobs are expected to go unfilled by 2033 due to skills shortages.6 Manufacturers that invest in digital tools that make knowledge accessible, searchable, and role-specific are better positioned to retain institutional capability through that transition.

    Škoda Auto built a Liferay DXP-powered intranet serving 40,000 employees, personalized by role, location, and function. Safety protocols, quality control documentation, regulatory guidelines, and HR tools are centralized and accessible. Routine manufacturing workflows, including maintenance requests and approvals, are automated, reducing administrative overhead and improving compliance.

    5. Unified product data and catalog management

    Manufacturing companies typically manage product data across ERP systems, spreadsheets, printed catalogs, PIM platforms, and agency-managed files. When these are disconnected, data inconsistency follows: dealers receive incorrect pricing, customers order wrong components, and the catalog update cycle runs months behind the product roadmap.

    A single source of truth for product specifications, pricing, availability, inventory management data, and supporting media eliminates those inconsistencies by powering all digital channels from one governed dataset. This is not a marginal efficiency improvement for manufacturing businesses with complex product ranges and global distribution. It is the foundation that the entire digital sales channel depends on. Maschio Gaspardo's Universal Catalog, serving 10 markets in 10 languages from a single internally managed data repository, is the most direct example of what this looks like in practice.

    6. Governing AI and machine learning in manufacturing operations

    Artificial intelligence and machine learning are entering manufacturing operations across demand forecasting, supply chain management, predictive maintenance scheduling, quality control automation, automated service request routing, and big data analytics for production optimization. The productivity case for each is clear. The governance requirement is not yet settled in most manufacturing companies.

    AI systems making recommendations about supplier selection, production allocation, warranty eligibility, or predictive maintenance scheduling are making consequential operational decisions. Manufacturers need a governed platform layer with audit trails, human review processes for high-stakes decisions, and role-based controls on the data AI systems can access. This is not a theoretical risk. For manufacturing companies in aerospace, defense, and regulated process industries, AI governance is a procurement and compliance requirement.


    Where Do Manufacturing Digital Transformation Programs Stall?

    Understanding where digital transformation efforts fail is as important as knowing where to invest. The obstacles below appear consistently across the manufacturing industry regardless of company size, geography, or sector.

    Challenge Why Programs Stall Proven Approach
    ERP-centric thinking ERP vendors position ERP as the center of digital transformation. ERP does not manage the customer, dealer, or supplier experience above the transaction layer. Deploy a digital experience platform above the ERP via standard APIs. The ERP handles transactions; the experience layer handles relationships.
    Fragmented channel data Dealer, supplier, and customer data lives in separate legacy systems with no unified identity layer. Channel teams cannot access what they need without multiple logins. Federated identity management connecting all channel-facing systems through a shared integration framework.
    IT delivery backlog Pricing updates, supplier onboarding, and catalog changes queue in IT for weeks or months. Manufacturing businesses cannot respond to market conditions at the speed required. Low-code tools that let marketing, procurement, and operations teams make content and workflow changes without developer involvement.
    Legacy infrastructure complexity Blending new digital technologies with existing machinery and outdated systems creates operational bottlenecks and integration debt that grows with every new point solution added. A single platform architecture connecting existing infrastructure through standard APIs, rather than adding another isolated tool.
    Skills shortage Digital experience and integration expertise is scarce in manufacturing IT. Operating advanced digital systems requires a tech-savvy workforce that many manufacturing companies struggle to recruit and retain. Low-code application building and intuitive portal management that business teams can operate without deep technical skills.
    Low dealer and distributor adoption New dealer portals are launched, but adoption is low because the digital experience fails to displace phone and email ordering. User-centered portal design with real-time ERP integration; dealers only switch to digital when the digital experience is faster and more reliable than calling.
    Cybersecurity exposure Connecting production systems and industrial IoT devices to digital networks increases the cyberattack surface and creates ransomware risk across factory floor infrastructure. Open source platform architecture with full auditability, ISO 27001 certification, and Zero Trust access controls on all connected systems.
    AI governance gaps AI tools procured as point solutions have no central management for data access, outputs, or human review. Audit trails do not exist across disconnected digital solutions. A governed platform layer managing AI-driven workflows with logging, human review, and role-based data access controls built in.

    Examples of Digital Transformation in Manufacturing

    The following manufacturing companies have used Liferay DXP to deliver measurable improvements in channel performance, operational efficiency, and customer experience, without replacing the operational infrastructure their businesses depend on.

    For a full overview of Liferay's manufacturing solution architecture, see Key Challenges for the Manufacturing Industry and How Liferay Addresses Them

    Organization Challenge Outcome Results
    MacDon (Canada) Outdated dealer portal with poor mobile experience, cumbersome document management, and reliance on developers for simple content updates. Upgraded to Liferay DXP, launching a modern dealer portal, a new self-service parts portal, and a public website, giving content managers independent publishing control.
    • 20% increase in overall sales
    • 50% increase in e-commerce transactions
    • Double the site visitors
    • Decreased call, fax, and in-person orders
    Maschio Gaspardo (Italy) Fragmented product data across multiple channels (website, app, print) and 6,000 external agency-managed price lists per year for 10+ markets. Implemented a Universal Catalog (single product data repository) via Liferay DXP, centralizing control of product information and enabling internal PDF price list generation in 10 languages.
    • 6,000 price lists/year eliminated
    • Universal catalog in 10 languages
    • Product data brought in-house
    • Printing and shipping costs reduced
    Pratt & Whitney (United States) Required a secure customer portal to share regulated documentation and engine manuals with thousands of global customers (85,000+ engines in service) requiring fine-grained access control. Launched EngineWise Connect on Liferay DXP, featuring fine-grained permissioning, seamless integration, and low-code tools for independent content management by business teams.
    • Thousands of customers served
    • Fine-grained permissioning for regulated content
    • Business users manage portal without developer involvement
    • Aerospace compliance requirements met
    AGCO (United States) Fragmented regional dealer portals led to inconsistent brand experiences and high administrative overhead across a broad global dealer and distributor network. Consolidated all regional dealer portals into a single, unified global solution on Liferay DXP, simplifying management and establishing a primary digital foundation for partner engagement.
    • 80,000 users
    • 4 global regions
    • 1 unified deployment
    • Increased dealer adoption and page views
    • Improved consistency in content delivery across the dealer and partner network
    Škoda Auto (Czech Republic) 40,000 employees across multiple plants needed a unified intranet with personalized access to operational (QC, safety) and HR documentation based on role and location. Deployed a role-personalized employee intranet on Liferay DXP, centralizing operational and HR documentation and automating routine manufacturing workflows.
    • 40,000 employees on one platform
    • Role-based personalization by function and location
    • Routine workflows automated
    • Centralized compliance documentation
    Putzmeister (Germany) Dealers, customers, and employees relied on multiple, disconnected platforms with separate logins and interfaces, lacking a single source of product data (3,000 employees, 20+ branches). Launched MY Putzmeister, an omni-audience platform unifying the corporate website, dealer/customer portals, webshop, fleet management, and intranet into a single, authenticated experience.
    • 80% faster user onboarding
    • Data maintenance effort reduced 45:1
    • Backend admin effort reduced 60%
    • SSO replacing multiple logins across all audiences
    Mueller (United States) Complex purchasing process requiring manual sales team intervention for quotes; lack of customer self-service tools throughout the buyer journey. Implemented a self-service website with a 3D design tool, customer checklists, and direct quote submission, providing customer autonomy and shortening the sales cycle.
    • 73% increase in quotes per month (some months 163%)
    • 250% increase in website traffic
    • Shorter sales cycle through self-service tools

    How Do Manufacturing Digital Transformation Requirements Vary by Region?

    Digital transformation priorities are broadly consistent across the manufacturing sector globally. The regulatory frameworks, trade contexts, and digital maturity levels that shape how manufacturers implement digital transformation differ significantly by region.

    Region Digital Maturity Primary Challenge Key Regulatory and Trade Context
    United States High investment; significant tariff and trade disruption in 2025–2026 Near-shoring pressure, tariff-driven procurement changes, and federal supply chain compliance for aerospace and defense ITAR · CMMC cybersecurity requirements · Section 301 tariffs · FedRAMP for federal manufacturing contracts
    Europe (EU) Moderate to high; regulation-driven GDPR enforcement across supplier and customer data; Corporate Sustainability Reporting Directive (CSRD) creating new data governance requirements for manufacturing supply chains GDPR · EU AI Act · CSRD · Carbon Border Adjustment Mechanism (CBAM)
    United Kingdom High investment; post-Brexit supply chain complexity Reconfigured supply chain relationships and procurement frameworks post-Brexit; SME manufacturers trailing enterprise adoption rates UK GDPR · Product Safety and Metrology Act · Post-Brexit export controls
    Germany / DACH Highest digital manufacturing maturity in Europe Mittelstand manufacturers slower to adopt digital experience platforms; strong ERP orientation creates integration complexity Industry 4.0 framework · Gaia-X sovereign cloud · DSGVO
    Asia-Pacific Fastest-growing; highest variance by market Legacy constraints in Japan and South Korea; greenfield digital investments in India and Southeast Asia; supply chain diversification from China driving new supplier network digitization Japan Society 5.0 · India PLI manufacturing incentive scheme · Australia Modern Slavery Act
    Middle East / GCC Rapidly advancing; government mandate-driven Industrialization programs driving new manufacturing sector digital investment at speed Saudi Vision 2030 industrial digitization targets · UAE Operation 300bn

    How Does Liferay DXP Enable Manufacturing Digital Transformation?

    The Liferay Digital Experience Platform addresses the five digital experience challenges that ERP and production floor technology cannot solve: the dealer and distributor channel, supplier collaboration, customer aftersales, employee knowledge management, and B2B commerce. All five run from one platform, sharing a single identity layer and integration framework. That architecture is what eliminates the integration debt that accumulates when manufacturing companies build each channel on a separate point solution.

    Integration: connecting existing infrastructure without replacing it

    Manufacturing companies typically run ERP, PIM, CRM, EDI, and WMS systems that represent decades of operational investment. Replacing them to improve digital experiences is neither practical nor necessary. Liferay's integration platform connects to existing infrastructure through REST, SOAP, and GraphQL APIs, with prebuilt connectors for common enterprise tools and support for MuleSoft Anypoint for custom integration requirements.

    For example, dealers see real-time ERP pricing, suppliers submit documentation directly into procurement workflows, and customers access service history drawn from the CRM. For implementation details on how Liferay handles REST and headless API connectivity, see Liferay's headless API documentation on learn.liferay.com.

    Dealer and distributor portal: digitizing the primary sales channel

    Most manufacturer dealer portals fail for the same reason: dealers log in once, find that pricing is three weeks out of date, and never return. A Liferay dealer portal solves this at the source. It delivers real-time, ERP-integrated pricing, self-service order management, warranty tracking, and centralized marketing assets—all managed directly by your content team without developer intervention. MacDon's 20% increase in overall sales and 50% increase in e-commerce transactions after upgrading its dealer portal demonstrates the business case: when the digital experience is genuinely better than calling, dealers use it.

    Watch: Easy Ordering Experiences for B2B Manufacturers — with Liferay. See how a Liferay customer portal makes B2B ordering straightforward for dealers and distributors, reducing contact center dependency and driving repeat purchasing.

    Supplier portal: procurement resilience for volatile supply chains

    When sudden tariff changes require sourcing a new supplier category in days rather than weeks, procurement teams lacking a centralized digital portal are effectively paralyzed. A Liferay supplier portal restores agility by giving your team direct control over the entire supplier lifecycle. It centralizes onboarding, qualification, purchase order and invoice management, performance dashboards, and communication workflows—all fully configurable without IT intervention. Low-code supplier portal configuration is a business continuity capability. For deeper guidance, see the Liferay supplier portal whitepaper.

    Watch: Empowering Business Users Through Liferay's Low Code Capabilities. See how Liferay's low-code tools let procurement, marketing, and operations teams adapt business processes and update digital experiences without developer involvement.

    Customer aftersales portal: turning service into recurring revenue

    A customer self-service portal built on Liferay DXP gives equipment owners self-service access to replacement parts ordering, warranty claims, service scheduling, and maintenance documentation, all connected to the manufacturer's ERP, CRM, and parts management systems. When this portal shares a platform with the dealer portal and commerce site, product data, pricing, and customer identity are consistent across all three channels. Pratt & Whitney's EngineWise Connect demonstrates this at aerospace scale.

    Employee portal: knowledge continuity at manufacturing scale

    A Liferay employee intranet gives the workforce centralized access to safety protocols, quality control standards, maintenance procedures, compliance documentation, and HR tools, organized by role, plant, and function. Routine workflows including maintenance requests and safety incident reporting can be automated. Škoda Auto's 40,000-employee deployment demonstrates the scale at which this is achievable and the role it plays in preserving institutional knowledge through workforce transitions.

    B2B commerce: making the buying process straightforward

    Industrial buyers expect B2B purchasing to mirror B2C experiences, requiring easy functions like finding, pricing, ordering, and tracking products. Yet, most manufacturer commerce sites still force buyers offline at some point in the process. Liferay’s native B2B commerce capabilities eliminate this friction. The platform provides ERP-integrated inventory visibility, personalized pricing by account and location, self-service order execution, real-time delivery tracking, and one-click reordering.

    Seamless integration with ERP and PIM systems ensures product data remains accurate across all digital channels. Furthermore, leveraging a unified content management system to enrich catalogs with technical specifications, rich media, and compatibility data significantly reduces the pre-sale support burden while driving order accuracy. Maschio Gaspardo's 10-language Universal Catalog, fully managed in-house, demonstrates what this looks like at international scale.

    AI Hub: governed AI for manufacturing operations

    In the aerospace, defense, and process industries, AI-driven decision-making for supplier selection, predictive maintenance scheduling, or warranty eligibility is not a feature. Without audit trails and human oversight, it is a liability. Liferay AI Hub provides the governed architecture that regulated manufacturers require. It delivers intelligent search for technical documentation, automated service request routing, demand forecasting integration, predictive maintenance workflows, and AI-assisted content generation, all within an ISO/IEC 42001-certified environment designed for strict AI explainability.


    Ready to Digitize Your Manufacturing Channels? Connect with Liferay's manufacturing team to discuss your channel architecture, ERP integration requirements, and digital transformation priorities. Request a Manufacturing Demo Explore the Manufacturing Platform


    Frequently Asked Questions

    What is digital transformation in manufacturing?

    Digital transformation in manufacturing is the integration of digital technologies, data analytics, and process redesign across the full value chain. This encompasses production floor automation, supply chain management, and, critically, the customer, partner, and employee-facing digital experience layer that many manufacturers have yet to fully address.

    What are the main challenges of digital transformation in manufacturing?

    The main challenges include ERP-centric thinking that leaves the dealer and supplier experience layer unaddressed; fragmented channel data across siloed systems; IT delivery backlogs that slow response to supply chain disruptions; skills shortages in digital integration expertise; integration debt from separate point solutions; and increased cybersecurity exposure as industrial systems connect to digital networks.

    How do manufacturers implement digital transformation without replacing existing systems?

    The most effective approach is layered modernization. Manufacturers keep core operational systems (ERP, PIM, WMS, CRM) in place and deploy a digital experience platform (DXP) above them via standard APIs. Liferay DXP connects to existing infrastructure through REST, SOAP, and GraphQL to deliver modern dealer, supplier, customer aftersales, and employee portals without disrupting the core operational backend. This approach has been proven successful by companies like MacDon, Maschio Gaspardo, and Pratt & Whitney.

    What is a dealer portal in manufacturing, and why does it matter?

    A dealer portal is a secure digital platform providing dealers and distributors self-service access to real-time product pricing and inventory, order placement and tracking, warranty management, and marketing assets. Integrated with the manufacturer's ERP, it replaces slow phone, fax, and email ordering processes with a faster, less expensive digital channel. For example, MacDon’s portal upgrade resulted in a 20% increase in overall sales and a 50% increase in e-commerce transactions.

    How can manufacturers deploy AI responsibly?

    AI tools making operational decisions, such as supplier selection, maintenance scheduling, or quality control, require strict governance. Manufacturers must deploy a platform layer with audit trails, human review queues for high-stakes decisions, and role-based access controls on the data AI systems use. Liferay's AI Hub is ISO/IEC 42001 certified and provides this governed framework, ensuring that AI-driven workflows are auditable and compliant for regulated industries.

    References

    1. Forvis Mazars. Manufacturing Modernization: Four Trends to Watch in 2026. February 2026. 
    2. 2025 Third Quarter Manufacturers’ Outlook Survey 
    3. Markt-Pilot. Decisive Action, Rising Confidence: The 2026 Manufacturing Trends. January 2026. 
    4. McKinsey & Company. Digitally Enabled Reliability: Beyond Predictive Maintenance. 
    5. Manufacturing Leadership Council / Deloitte 2026 Manufacturing Outlook. December 2025
    6. How adaptive skills can play a pivotal role in building the manufacturing sector of the future