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Aysha

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ESG in the Middle East – Trends, Challenges, and Opportunities

Governments, investors, and businesses are increasingly prioritizing ESG, yet challenges persist. What’s fueling sustainability in the region? Let’s dive in! The ESG Transformation in the Middle East ESG is no longer optional—it’s essential! Governments embed it in national visions, investors prioritize sustainability, and markets demand transparency. Is your business ready?…
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Why Stock Exchanges Are Prioritizing ESG Disclosure Ratings

Stock exchanges around the world are adopting ESG ratings to enhance corporate transparency, draw sustainable investments, and stay ahead of evolving regulations. The Growing Importance of ESG Disclosure Ratings ESG disclosure ratings matter more than ever as investors prioritize sustainability, regulators tighten reporting rules, and companies build market credibility. Stock…
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Using ACL Analytics for Effective IFRS 9 Audits in Banks

Introduction: The Challenge of Auditing IFRS 9 Since the introduction of IFRS 9 Financial Instruments, banks have faced increased regulatory scrutiny, requiring robust processes to classify financial instruments, estimate Expected Credit Losses (ECL), and ensure data accuracy across loan portfolios. For auditors, ensuring compliance with IFRS 9 requires analyzing full…
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Large Language Models vs. Search Engines

How do they stack up? Are LLMs simply advanced search engines? Let’s break it down. Similarities – Both Retrieve Information Both search engines and large language models (LLMs) help users find information, but in different ways. Search engines scan the web and return relevant pages based on user queries, while…
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EPR Compliance 2025: Key Regulations & Business Impact

The Ministry of Environment, Forest, and Climate Change has issued a critical update on Extended Producer Responsibility (EPR) compliance, effective February 17, 2025. This directive, aimed at all State Pollution Control Boards (SPCBs), Pollution Control Committees (PCCs), and Regional Directors (RDs), emphasizes stricter enforcement and enhanced accountability for businesses. This…
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How AI Enhances Indirect Proof Processing

Learn how AI identifies contradictions to enable smarter decision-making.   What is Indirect Proof? Indirect proof, or proof by contradiction, assumes the opposite of a statement and shows it leads to a contradiction, proving the original claim true. AI enhances this method, making reasoning faster and more efficient across fields.…
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Unpacking Scope 3 Emissions with Graph-Based Modeling

Tracking Scope 3 emissions is complex, but graph-based modeling provides a smarter solution. Let’s explore what’s next for Scope 3 analytics!   What Are Scope 3 Emissions? Scope 3 emissions are the indirect carbon footprint of a business, stemming from activities across its value chain. This includes emissions from purchased…
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Tuning ESG Data Analytics with ACL Analytics & XBRL

How Can We Ensure Accurate ESG Disclosures? By comparing machine-readable ESG reports with raw data, we can verify their accuracy! Why ESG Data Accuracy Matters Accurate ESG data drives investment decisions, ensures compliance, and builds trust. Verifying disclosures against raw data through audits and validation prevents risks and enhances credibility.…
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