Learning in simulation and applying the learned policy to the real world is a potential approach to enable generalist robots, and solve complex decision-making tasks. However, the challenge to this approach is to address simulation-to-reality (sim-to-real) gaps. Also, a huge amount of data is needed while learning to solve these tasks, and the load of…
The data estate is evolving, and data quality management needs to evolve right along with it. Here are three common approaches and where the field is heading in the AI era. Image by author.Are they different words for the same thing? Unique approaches to the same problem? Something else entirely? And more importantly — do…
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Procurement transformation involves evolving the procurement function from performing basic administrative tasks to becoming a strategic, value-adding activity. This transformation focuses on three key elements: adopting digital technologies, implementing innovative procurement strategies, and reengineering procurement processes. In this blog, we will explore how to implement these changes effectively, with a particular focus on how…
Every company has tons of data, but it is hidden in PDF files or your employees' email attachments. Successful companies make data-driven decisions, and that is possible because of data extraction and analysis tools. This article examines the top 10 data extraction tools and their pros and cons. By the end, you will…
Seven Best Practices for Effective Account Reconciliations From Mesopotamia's rudimentary ledgers tracking livestock and crops to the second-century BCE Indian treatise "Arthashastra", accounting has been a cornerstone of economic management in any civilized society. Today, amidst burgeoning global commerce and rapidly expanding business operations, the importance of accounting operations endures. At the core of accounts…
Accounts receivable reconciliation is a crucial process within accounting and financial management practices undertaken regularly by a business. As transactions with customers and clients occur, businesses generate accounts receivable, which represent amounts owed to them for goods and services sold or rendered. Reconciling accounts receivable involves comparing the balances in the accounts receivable ledger with…
The potential of utilizing unstructured data, particularly image data, in the fashion and lifestyle retail industry is immense. With the… Continue reading on Becoming Human: Artificial Intelligence Magazine »
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Customer relationship management (CRM) software is a crucial tool for small businesses in any industry. These platforms help you track your sales, churn rate and other customer interactions across their entire life cycle. This insight is a huge advantage in marketing and sales, and Internet of Things (IoT) connectivity can take it even further. …
For over 5 decades now, optical character recognition or OCR software has most commonly been used to digitize files and paper documents. OCR applications can convert non-editable document formats such as PDFs or images to machine-readable formats that are both editable & searchable. With advancements in AI and machine learning, some of the best OCR…