Author name: Ganeswar Swain

Forward Auctions are competitive bidding processes where multiple potential buyers bid against each other to purchase goods or services from a single seller, with the highest bid winning the transaction.

Governance in Procurement refers to the framework of policies, procedures, and controls established to ensure that procurement activities are conducted effectively, efficiently, and ethically. It involves defining roles and responsibilities, setting standards for procurement practices, ensuring compliance with laws and regulations, and managing risks to achieve strategic objectives.

Indirect materials are goods that are used in the production process, but are not directly incorporated into the final product. These materials support production operations but do not become part of the finished goods. Examples include lubricants, cleaning supplies, and maintenance tools. They are essential for maintaining machinery and processes but are not explicitly accounted

Industry 4.0 Technologies refer to the integration of advanced digital technologies into manufacturing and industrial processes, enhancing their automation, intelligence, and efficiency. Key components include the Internet of Things (IoT), artificial intelligence (AI), robotics, big data analytics, machine learning, and cyber-physical systems. These technologies facilitate real-time data exchange and analysis, enabling smart factories where processes

UNSPSC stands for the United Nations Standard Products and Services Code. It is a global classification system used to categorize products and services. The UNSPSC provides a standardized structure for identifying and processing data related to procurement transactions, enabling organizations to analyze spend data, streamline procurement processes, and enhance supply chain management.

An “Unsuccessful Vendor” refers to a supplier or service provider that does not meet the criteria or standards set forth in a procurement process, resulting in their elimination from consideration for a contract or purchase order. This term typically denotes a vendor that failed to secure a deal due to factors such as non-compliance with

Transparency with suppliers refers to the practice of ensuring open, honest, and clear communication between an organization and its suppliers. This involves sharing relevant data, insights, and expectations openly to foster mutual understanding and collaboration. Transparency is crucial for building trust and aligning objectives, enabling both parties to work together efficiently towards shared goals, ultimately

A Tender Evaluation Panel is a group of experts assembled to assess and select the most suitable bid from suppliers in a procurement process. This panel is responsible for ensuring that the evaluation is conducted in a fair, transparent, and thorough manner according to predefined criteria, which typically include factors like cost, quality, and compliance

Text Summarization is a computational process that condenses a large piece of text into a shorter version while retaining its essential information and meaning. This task involves identifying the most relevant information from the source text to create a coherent and fluent summary. The goal is to produce a concise version that effectively conveys the

Text-to-Code (T2C) refers to an AI-driven process that translates natural language text into computer code. This technology enables users to describe desired functionalities or tasks in plain language, which the AI system then interprets and converts into executable code, facilitating software development and automation without deep programming expertise.