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Month: March 2025

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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ESG & Internal Audit

Enhancing Governance, Risk Management & Compliance Driving Sustainability & Transparency   Why ESG Matters in Internal Audit? ESG risks affect reputation, compliance, and financial stability, highlighting the need for transparency. With regulations like CSRD, ISSB, and GRI evolving, accurate disclosures are vital. Internal Audit helps ensure effective ESG risk management…
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Is the Dark Web Easy to Access?

A closer look at what the dark web is, how to access it, and the risks you should know. Understanding the Dark Web The internet is structured into three layers: Surface Web – Public websites indexed by search engines like Google and Bing. Deep Web – Private databases, academic archives,…
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