Tag Archives: Procurement Analysis

Introduction

Supplier Risk Intelligence aims to reduce supply chain interruptions by hastening response to as many possible preset events. We now know that dangers in the supply chain can originate from anywhere. Although some risks occur more often than others, even those that seem less urgent might be harmful. These might include shifting market dynamics, rival companies expanding their market share, cutting costs, or changing consumer preferences. While checking margins, expenses, and quality, businesses must be adaptable and resilient. Customer satisfaction must continue to be a top concern, needing the ability to quickly adapt the supply chain intelligence to meet changing customer demands. No matter how little it may appear, a single supply chain disruption can affect any of these factors. Therefore, each organization that depends on others for its success must conduct a supply chain risk assessment. The main participants in the supply chain include suppliers, distributors, manufacturers, and retailers. Every part—from raw materials to parts and carriers—must function synergistically for the end-user to receive what they expected.

Factors involved in Supplier Risk Intelligence

Companies often undertake supplier risk intelligence tests to learn more about their suppliers, the risks they can present, and the risk management strategies they employ.

Factors Involved in Supplier Risk Intelligence

Factors Involved in Supplier Risk Intelligence

Regarding suppliers, there is no such thing as zero risk. Not everything is predictable, and every firm has its weaknesses—both internal and external. The goal of supplier risk assessments is to evaluate supplier risks with the company’s risk thresholds and show whether the suppliers are meeting expectations within an acceptable level of risk, not to exclude suppliers that pose any risk. Of course, in some instances, supplier risk assessments lead to a company needing to fire a supplier because there is no workable method to reduce that risk. As many businesses will attest, diversifying the supply chain enables better agility if a supplier arrangement is broken. It is vital to avoid any situations where businesses are forced to collaborate with a supplier that poses a severe risk to the company just because a replacement cannot be found. There are several factors involved in supplier risk intelligence.

Financial Stability

Businesses should create a financial risk score for each supplier using a credit bureau rather than a data source while trying to reduce threats to financial stability.

Insurance Management

Continuous monitoring is recommended for insurance management since it enables businesses to alert their management if a supplier no longer has sufficient insurance due to not paying a premium or canceling a policy.

Reputational Protection

Resources can also be used to protect one’s reputation. Prominent Supplier Risk Intelligence firms search more than 35,000 periodicals globally using adverse global media monitoring to look for reports about bad suppliers. Programs like these can help businesses in expecting lousy press.

Regulatory Compliance

Global watch-list monitoring and document validation are two methods for monitoring regulatory compliance issues. Regulatory hazards are among the concerns a corporation cannot control but should be vigilant about monitoring.

Cyber Security

Cyber security vulnerabilities are among the most significant issues businesses have been looking for help with Supplier Risk Intelligence firms. The ability to create a security rating, monitoring tools, potentially a security questionnaire, and the resources to gather and manage the information are all necessary for Supplier Risk Intelligence.

Document Management

Businesses should concentrate on document management to gather, organize, and authenticate any standardized document. Humans must review essential documents like insurance policies to ensure they are insured.

Social Responsibility

Verifying diversity, promoting sustainability, and analyzing anti-slavery and human trafficking issues should all be part of efforts to tackle social responsibility concerns. It is essential to build ties with suppliers who perform well rather than associating the business with those who do poorly on these metrics.

Health and Safety

Additionally, businesses must gather and manage data, including public safety and health statistics and other materials, to oversee their operations’ overall health and safety.

Processes in long-term Supplier Risk Intelligence

The most important thing to understand about supplier risk intelligence is that it cannot be completed in a single step. Various processes are needed to achieve it.

Processes in Long-Term Supplier Risk Intelligence

Processes in Long-Term Supplier Risk Intelligence

Documenting Known Risks

Mapping the supply chains for all the goods and services offered is the most effective method to start any risk assessment exercise. The goal is to understand each link in the supply chain and the risks. Create a risk registry for each supply chain the company depends on so that processes can be prioritized on what to watch. Any areas where risk is uncertain or the lack of data should be noted when finding and recording risks. To find out if these are unknown risks or if the suppliers need to be more forthcoming, they can flag them for further inquiry.

Creating a Framework

When conducting audits, developing a risk management framework is necessary after creating a risk register. Although the framework can be straightforward, it is vital to consistently evaluate the risks to the supply chain and business operations. Consistency allows prioritized actions based on the risk and harm they pose to the company. This strategy covers bases by enabling access to risks associated with the suppliers and the adaptability and readiness of the company to manage any problems.

Monitoring Risk

A strategy for ongoing and persistent analysis is essential once the risk management framework has been built and initial audits have been completed. Continuous monitoring not only serves as a reliable early warning system for foreseeable problems in the supply chain, but it may also strengthen the relationships with suppliers because they will know where to focus the mitigation efforts. Risk measurement and monitoring are now easier than ever, thanks to the development of digital supply chain visibility technologies in recent years. It is now possible to obtain real-time information while tailoring the metrics, watched according to the needs and risk tolerance. The latter can be beneficial if rapidly changing factors like the weather are being tracked because, for instance, a hurricane or typhoon could impair operations at a supplier’s plant.

Implementing Governance

It is excellent practice to ensure a governance framework to help review supply chain risks and continuously watch hazards. Companies choose internal champions to oversee each supply chain node as part of the supply chain governance strategy. When risk levels change, or mitigation is needed, each person would then collaborate with the suppliers to offer ongoing support and follow-up. Creating a governance board for the company that consists of the people in charge of the various supply chain nodes can be done. The governance board might meet regularly to update the company’s risk profile and forecast and assess the risk ratings related to the supply chain. The procurement and sourcing teams would receive help from these efforts since they always have the latest standards when creating questionnaires and other materials for onboarding potential new suppliers and partners.

Magistral’s Services on Supplier Risk Intelligence

Magistral’s Supplier Risk Intelligence delves more profoundly than just financial risk markers. They offer Custom insight dashboards and Flexible solutions to support the business, regulatory, and sustainability goals. Other services offered by Magistral on Supplier Risk Intelligence include:

ESG Scorecard:

This includes evaluating a supplier on 49 detailed ESG parameters and also preparing a carbon footprint for the client.

Compliance Monitoring:

This is the important step in compliance data collection, analyzing, and reporting it.

Dashboards and Visualization:

This consists of preparing risk dashboards and then highlighting the concerns associated, with the client.

Custom Research:

Risk Analysis is done on the customized parameters as suggested by the clients.

Risk Evaluation:

Quantification of the impact of potential risk is done here.

Supplier Monitoring:

This has newsletters, data collection, and reporting, vendor scorecards, etc.

About Magistral Consulting

Magistral Consulting has helped multiple companies to reduce operations costs through its offerings in Procurement and Supply Chain.

About the Author

The article is Authored by the Marketing Department of Magistral Consulting. For any business inquiries, you could reach out to prabhash.choudhary@magistralconsulting.com

Introduction

The practice of employing quantitative methodologies to obtain actionable insights and outcomes from data is known as procurement analytics. It entails gathering and analyzing data to enable fact-based decision-making and competitive advantage. It usually reports on what has happened in the past and makes estimations based on historical data using predictive analytics to predict what will happen in the future.

Procurement analytics uses quantitative methodologies to obtain meaningful insights and outcomes from data to provide companies and firms with better visualization of their procurement budget. Predictive analytics software gathers data from internal and external sources and organizes it in procurement dashboards. They enable businesses and organizations to use procurement data to make informed decisions and obtain strategic, competitive benefits.

Procurement analytics is critical for enhancing the efficiency of a company’s overall business operations and providing helpful market knowledge to aid strategic business choices. Without it, organizations often miss cost-cutting opportunities, do not meet KPIs, encounter supply chain disruptions, and pay higher costs.

Importance of Procurement Analytics

Analytics is often recognized as one of procurement’s most valuable resources and disruptive forces. Most Chief Procurement Officers (CPOs) consider analytics the most crucial technology in their organizations.

Procurement Analytics Importance

Importance of Procurement Analytics

Over the next decade, analytics has also been identified as the most disruptive force in procurement. It is a prevalent misperception that procurement analytics is limited to spend analytics. In truth, analytics affects all aspects of a company’s operations, from strategic sourcing to category management and procure-to-pay. Here are the reasons why analytics are so vital in procurement.

Category Management

When applied correctly, analytics provide category managers with superpowers. Category managers can use procurement analytics to find cost-cutting possibilities, segment and prioritize suppliers, address supply risk, and foster innovation.

Strategic Sourcing

Data informs the most effective company strategy. Analytics aids strategic sourcing by finding the ideal dates and locations for sourcing events and proposal requests. It can decide which suppliers to include in sourcing projects and provide detailed information on their quality and risk levels.

Contract Management

Analytics is beneficial throughout the contract lifecycle management process. It can send notifications when contracts need to be renegotiated and provide information for supplier discussions. Furthermore, analytics can find maverick spending to increase contract coverage and compliance.

Procure-to-Pay

The transactional part of procurement can benefit significantly from procurement analytics. Purchase order cycles may be tracked, and analytics can enhance payment terms. Payment accuracy, rebate opportunities, and mistaken payments can be checked while eliminating fraud.

Sustainability and CSR

Companies increasingly recognize the benefits of analytics in assessing sustainability, corporate social responsibility, and associated risk in the supply chain and procurement. Procurement decisions can have an environmental or social impact, and analytics can reveal opportunities for more sustainable options.

Steps of Procurement Analytics

During the projected period, the procurement analytics market is expected to increase from USD 2.6 billion in 2021 to USD 8.0 billion in 2026, with a Compound Annual Growth Rate (CAGR) of 25.3 percent.

Procurement Analytics Process

Procurement Analytics Process

The use of procurement analytics technologies and services is projected to be driven by several factors, including increased expenditure on marketing and advertising by businesses, a changing landscape of consumer intelligence to drive the market, and the expansion of customer channels.

Procurement analytics provides insight into spending, supplier performance, and prospects for cost savings. However, even if spending data is already stored in systems, making sense of it is typically tricky. Before insights can be discovered, three data processing procedures are needed.

Data Extraction

It begins with data extraction from all sources and consolidation into a single central database. Data is ready to be enriched and sanitized once it has been extracted. Data extraction is converting obsolete and jumbled data sources into a clear, unified format that is easy to understand and analyze.

Data Cleansing and Categorization

The data must then be classified into distinct and well-defined groups. A precise data classification is needed for practical expenditure analysis, making the heterogeneous spend data easier to oversee and manage across the company. This procedure unifies all purchase transactions into a single taxonomy, allowing customers to see their total spending in one place. This step can also enrich data by using automatic translations or consolidating suppliers.

Reporting and Analytics

The data is now ready to be analyzed after it has been categorized. Expenditure analysis gives the spend visibility that helps deliver intelligent analysis for faster opportunity identification, better sourcing decisions, and complete spending management. Access to dependable spend analytics is essential for significant cost savings and the realization of potential opportunities.

Advanced Procurement Analytics

Advanced analytics approaches employ computers to find patterns in large data sets, allowing procurement analysts to query their data, find statistically significant pricing drivers, and cluster the data based on those drivers. The clusters show a group of purchases with no notable cost driver changes, revealing the variances in vendor performance. One significant advantage is that, unlike individuals, advanced analytics algorithms do not make conclusions based on gut instinct or place disproportionate emphasis on data outliers. The tools also make it possible to evaluate thousands of permutations fast to see which statistical clusters best suit the data.

Negotiation

Preparing a fact base with information on prior transactions is the first step in effective negotiations. By inputting a description of the prospective transaction, advanced analytics allows the manufacturer to find a cluster of providers at once. The average price of similar purchases is highlighted in a summary of cluster data and a list of accessible vendors and their prices. The manufacturer can come to the bargaining table with prices based on historical data and information on vendors who work in this market armed with a solid, quantitative fact basis.

Vendor Management

Vendor segmentation and management are all about building relationships. As a result, it is more susceptible to the various biases that affect human interaction. While the personal element of the relationship should be respected, decisions about vendor performance should be based on facts rather than emotions. Advanced analytics can help reduce biases from the evaluation because it is especially beneficial in isolating vendor performance within a cluster.

Yearly Planning

Advanced analytics can be handy in assessing purchasing data to support a comprehensive sourcing strategy. Inventory-carrying decisions can also be influenced by modeling. Based on the data, the procurement team may decide whether to pay the carrying cost for more inventory or pay a premium for spot purchases.

Magistral’s Services on Procurement Analytics

Procurement is recognized as a crucial business contributor by many firms. Procurement expenses account for 40 to 70 percent of all costs and are a variable source of competitive advantage. Effective organizations use data to manage supplier relationships, grow their businesses, and even bring innovative ideas to life. In the last two years, more data has been created than in humankind’s history, posing unfamiliar problems for procurement analytics. Developing analytical technologies speeds up the data-to-insights process and opens new possibilities. Procurement analytics can boost operational efficiency throughout the sourcing and supplier management process. The following are the most common services offered by Magistral for procurement analytics:

-Spend Analytics

-Low-Cost Country Sourcing

-Sourcing Strategy

-Vendor Rationalization

-Bid Management

-RFP Management

About Magistral Consulting

Magistral Consulting has helped multiple companies to reduce operations costs through its offerings in Procurement and Supply Chain offerings

About the Author

The article is Authored by the Marketing Department of Magistral Consulting. For any business inquiries, you could reach out to prabhash.choudhary@magistralconsulting.com