AI enabled vendor due diligence for boosting revenue

AI enabled vendor due diligence for boosting revenue

Growing supply chain disruptions across the polarized world

In 2021, the Ever Given, a massive container ship, became lodged in the narrow Suez Canal, blocking one of the world's busiest trade routes for six days. This incident caused a significant disruption in global trade, with an estimated $400 million worth of goods delayed every hour. Companies worldwide faced substantial losses due to shipment delays and the increased costs of alternative transportation routes. This event underscored the vulnerabilities in global supply chains and highlighted the critical importance of efficient logistics management. In similar turn of events in 2014-15, McDonald's Japan found itself in a crisis when a major supplier of chicken products was abruptly shut down due to a food safety scandal. This unforeseen disruption plunged the company into disarray.? The financial impact was substantial, with McDonald's Japan estimating losses of approximately $186 million. The absence of chicken products led to significant menu disruptions, frustrating customers and eroding their trust in the brand. At the heart of this crisis was the company's over-reliance on a single supplier. Lacking a contingency plan, McDonald's Japan was forced to scramble for alternative sources, underscoring the vital importance of diversified supply chains and robust risk management strategies. These events become stark reminder of how a single event can ripple through the global economy, affecting businesses and consumers alike.


Huge revenue at stake due to supply chain failures

Across the globe, companies grapple with the financial toll of poor vendor management, often facing revenue losses of 5-15%. Supply chain delays, driven by vendors failing to deliver materials on schedule, disrupt production timelines and result in missed sales opportunities. Substandard materials or services can compound these issues, leading to defective products, costly recalls, and declining customer satisfaction. Unchecked vendor relationships also drive-up procurement costs, eating into profitability. The stakes are even higher in critical industries like manufacturing, retail, and healthcare, where ineffective vendor oversight can trigger operational shutdowns, causing revenue losses as high as 15-30% or more. Ethical lapses or safety concerns tied to vendors can spark public backlash, tarnishing a company’s reputation and eroding customer trust with lasting financial repercussions. Moreover, inefficient vendor management delays product launches and stifles responsiveness to market demands, leaving businesses to forfeit valuable growth opportunities. In a world where supply chain resilience is increasingly vital, strategic vendor management is no longer optional—it’s imperative for sustaining profitability and growth.

Vendor due diligence and constant monitoring is essential

Conducting effective vendor due diligence is essential for companies to mitigate risks and maintain operational integrity. Statistics show that around 60% of data breaches stem from third-party vendors, emphasizing the need for thorough evaluations to protect sensitive information. Furthermore, over 90% of organizations recognize the importance of managing vendor relationships for business success, yet approximately 85% have faced significant disruptions due to third-party issues in the past five years. These figures underscore the critical need for comprehensive vendor due diligence to prevent financial losses, legal issues, and reputational harm. Improving vendor management through due diligence involves several key steps: conducting comprehensive assessments of potential vendors to evaluate their financial stability, operational capabilities, and regulatory compliance; categorizing and managing risks such as financial, cybersecurity, operational, and reputational threats; thoroughly reviewing and negotiating contracts to ensure clear terms and penalties for non-compliance; implementing continuous monitoring of vendor performance using automated tools; integrating advanced technologies to streamline the assessment process; fostering strong relationships through regular communication and collaboration; and educating your team on the importance of due diligence and best practices for managing vendor relationships.


Lack of internal capabilities

There are several key gaps in internal capabilities that can hinder effective vendor due diligence. Many companies lack the specialized knowledge required to thoroughly assess vendors, particularly in areas like cybersecurity, legal compliance, and financial stability. This can lead to incomplete evaluations and overlooked risks. Additionally, relying on outdated tools such as spreadsheets and emails can slow down the due diligence process and increase the risk of errors. Smaller companies often struggle with limited resources, both in terms of personnel and budget, making it difficult to conduct comprehensive assessments, especially for complex or high-risk vendors. Effective due diligence requires coordination between various departments, such as finance, legal, and operations, but poor communication and siloed operations can result in fragmented assessments and missed red flags. Due diligence can also be time-consuming, and companies may rush through it to meet tight deadlines, leading to superficial evaluations and missed risks. Finally, due diligence often involves making judgments based on incomplete information, which can introduce subjectivity and bias, affecting the accuracy and reliability of the assessments. Addressing these gaps requires investing in specialized training, adopting advanced technologies, improving inter-departmental communication, and allocating sufficient time and resources to the due diligence process.

Narrow perspective of risk management

One of the main challenges in risk management is that many companies focus solely on credit risk, often overlooking other critical areas such as operational and market risks. For example, in the manufacturing industry, companies might neglect the risks associated with supply chain disruptions or geopolitical tensions that can halt production. These neglected risks include industry-specific threats and geopolitical factors that can significantly impact business operations. By not addressing these areas, companies may find themselves unprepared for disruptions that could affect their supply chains, regulatory compliance, and overall market stability. Therefore, a comprehensive risk management strategy must encompass strong vendor due diligence with coverage of potential risks to ensure robust protection and resilience.



Tremendous applications of AI in vendor due diligence

Advent of AI is changing the due diligence landscape. Key themes of AI in due diligence highlight its transformative impact on risk management and operational efficiency. AI simplifies data collection and analysis by processing vast datasets to uncover risks and patterns with precision. It detects anomalies in financial and operational data early, identifying red flags that could signify potential issues. By enhancing compliance monitoring, AI ensures vendors adhere to regulatory and industry standards, reducing legal and reputational risks. Additionally, AI assigns risk scores and provides predictive analysis, enabling more informed decision-making. Through continuous monitoring, AI delivers real-time surveillance of vendor performance, ensuring proactive and ongoing risk management.

A robust AI powered solution by #DigiAlly

We at DigiAlly solve this problem thorough AI powered scoring ?for companies, evaluating a wide range of risks to ensure a holistic assessment. Our comprehensive suite includes financial, operational, and market risks, as well as information security, environmental, social, and governance (ESG) factors, and social media risks. This multifaceted approach allows us to deliver a detailed and accurate risk profile, helping businesses make informed decisions and enhance their resilience against potential threats. We offer support in evaluating vendors as well as partners across the value chain including lead management, onboarding, monitoring and constant evaluation.


?#supplychain #scm #vendorevaluation #partnerevaluation #revenueloss #duediligence #riskassessment #creditrisk #operationalrisk

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SUNIL KUMAR

Sales Leader | Business Leader | Client Partner

3 个月

Cant agree more! The reputational damage due to customer delivery committment slippage, resulting from unreliable supply chain, is almost irrecoverable. Reason being, downstream vendor management risk snowballs upstream in the supply chain. Unchecked vendor management risks are detrimental to a company's operations. If DigiAlly AI powered scoring for companies can mitigate the risk, it would address an important need in the market. Keen to know more..

Abhishek Phadnis

Transformation Lead at Deutsche Bank Private Bank

3 个月

As someone whose team ends up with the hard and time consuming task of planning for executing the due diligence to ensure that project timelines are met, this sounds very interesting indeed. A much needed problem statement which no one else appears to be targetting.

Ishu Bansal

Optimizing logistics and transportation with a passion for excellence | Building Ecosystem for Logistics Industry | Analytics-driven Logistics

3 个月

How does DigiAlly's use of AI and Machine Learning specifically address the issue of vendor due diligence? #AI #MachineLearning.

Sachin Deshpande

Strategic HR Professional_ SHRM IIMK | Empowering People & Performance!! Ex-BCG / Ex- Sandoz / Ex- HOADL /Ex-Xpressbees / Ex-TFS / Ex-G4s

3 个月

Very True and Informative ..

Pratik Shah

Corporate Innovation @ Plug and Play | IESE MBA 2024 | Venture Capital | Finance | Education

3 个月

Great examples and reasons mentioned. As covid has shown us, nothing is untouchable, and a reliable diversified portfolio has become a need for everyone. Cost of prevention is always a tricky subject in almost every sector.

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