
Most procurement teams are familiar with the following challenge: supplier information is stored in one system, contract data in another, operational updates arrive via email, and critical decisions are often still based on manually maintained spreadsheets. Although companies possess large amounts of procurement data, this information is often scattered across ERP systems, supplier portals, local databases, and specialized tools. This makes it difficult to obtain a consistent overall picture in time-critical situations.
This becomes particularly evident during supply chain disruptions. When a supplier experiences difficulties, transport routes are interrupted, or material shortages arise, purchasing teams need to quickly understand the potential impact. Determining which suppliers are affected, which materials are at risk, and how this might impact operations requires aggregating information from various sources. This results in a loss of valuable time spent collecting and validating data before response options can even be evaluated.
This article covers:
how procurement resilience evolves from historical reporting to real-time transparency and scenario-based decision support
why many companies struggle to move beyond the early stages of maturity
Overcoming fragmented data
Many companies assume that transparency already exists because relevant information is available somewhere within the organization. In practice, however, the existence of data does not automatically mean that it can be used efficiently across functions and systems.
When procurement information is scattered across multiple platforms, teams often work with different versions of the same data. This creates inconsistencies and makes it more difficult to develop a shared understanding of supply chain risks. Under these conditions, decisions become slower and more reactive, especially when disruptions require rapid coordination between departments.
So what actually makes companies more resilient?
The development of procurement resilience
Although resilience is frequently discussed as a strategic goal, procurement organizations vary considerably in their ability to identify, assess, and respond to disruptions. Resilience is not simply present or absent. It develops gradually as organizations improve how they gather information, connect it, and translate it into decisions.
The resilience maturity pyramid provides a helpful framework for this. Each level addresses a different task that procurement teams must manage in times of uncertainty. The higher a company climbs in the pyramid, the faster it can understand situations, evaluate options, and act before operational consequences occur.

Stage 1: Historical Transparency
At the lowest level, purchasing organizations rely primarily on historical reports. Information is collected from various systems, manually consolidated, and regularly evaluated via dashboards, supplier reports, or spreadsheet analyses.
This stage provides transparency about what has already happened. Procurement teams can identify late deliveries or cost increases from past reporting periods. This is helpful for reporting and governance, but its use is limited in the event of acute disruptions.
For example, if a supplier suddenly reports capacity shortages, teams often have to search through multiple systems to understand the affected materials, locations, and potential impacts. This results in time being spent gathering information before any decisions can even be discussed.
Many companies remain at this stage because they possess large amounts of data and therefore assume they are already transparent. In reality, however, they only have transparency about the past, not the current state of their supply network.
Level 2: Real-time transparency
The second stage focuses on networking information across procurement systems, ERP landscapes, supplier portals and operational data sources.
The goal is not simply to provide more reports, but to create an up-to-date and shared understanding of how suppliers, materials, contracts and purchasing activities are interconnected across the organization.
In this phase, purchasing teams no longer need to manually compile information in the event of disruptions. If a supplier is affected, relevant materials, orders, inventory levels, and performance indicators can be assessed directly without having to reconstruct the data landscape first.
The practical effect is a significant reduction in the time required to create a decision-ready information base. Instead of spending several days collecting data, teams can focus on evaluating courses of action.
Level 3: Scenario-based decision support
While real-time transparency improves understanding of the current situation, one crucial question remains: What happens next? This is where the highest level of the pyramid becomes relevant.
Companies combine integrated data with analytical capabilities to assess potential future scenarios before disruptions cause operational consequences.
Instead of simply identifying that a supplier is experiencing problems, purchasing teams can analyze how a production shutdown would affect materials and downstream processes, which alternative suppliers could compensate for bottlenecks, and how quickly capacities can be shifted.
This shifts the discussion from the question "What happened?" to "What could happen?" and "What reaction will lead to the best result under the given circumstances?"
Ascent in the pyramid
Progress within the maturity pyramid is rarely achieved through a single software implementation. Rather, companies evolve gradually by continuously improving the quality, availability, and interconnectedness of their procurement data.
The transition from historical transparency to real-time transparency often begins with the integration of existing supplier, material, contract and purchasing data.
The next step towards scenario-based decision support requires a deeper understanding of how suppliers, materials, production facilities, and business processes interact across the entire network. Approaches such as the Resource Interaction Approach help to visualize dependencies within the supply network, rather than considering individual elements in isolation.
Companies that benefit most from resilience initiatives are usually not those with the largest amounts of data, but those that can link information, understand dependencies and derive decisions from them when framework conditions change.
From this perspective, resilience means less about reacting faster to disruptions, but rather about reducing uncertainty surrounding procurement decisions before problems have operational consequences.
What prevents companies from climbing the pyramid?
The transition from historical reporting to real-time transparency and ultimately to scenario-based decision support rarely fails due to a lack of technology. Most companies already possess the necessary supplier, material, contract, and purchasing data. The challenge lies in the fact that this information has accumulated over many years across disparate systems, functions, and processes.
This gives purchasing teams access to large amounts of information, but often lacks a consistent understanding of how individual data points relate to one another. Supplier data might reside in one system, material information in another, and planning data in yet another. Although each data set may be correct on its own, the lack of interconnectedness prevents a complete overall picture in crisis situations.

Therefore, process redesign and system integration play a central role in developing resilience. Resilience is not created solely through technology. It is based on clearly defined processes, responsibilities, and decision-making mechanisms that help companies effectively identify, assess, and respond to disruptions.
Integrated systems support these processes by ensuring that relevant information can flow across functions, systems, and decision-making processes. Without process clarity and interconnected information flows, companies often remain at lower maturity levels because too much time is spent gathering information and too little time evaluating courses of action.
Viewed through the lens of the maturity pyramid, integration is therefore not purely a technological initiative. It is an organizational capability that helps procurement teams move from analyzing the past to understanding the present and ultimately to anticipating potential future developments.
Companies that consistently invest in networked data and integrated systems are generally better prepared to deal with uncertainty and maintain stability during disruptions.
If you want to assess the resilience of your organization, a sensible starting point is not the analysis of your risk register, but rather the question of which stage of the resilience maturity pyramid you are currently at.
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June 17, 2026
From Data to Decisions: The Evolution of Supply Chain Resilience
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