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What is financial data analysis?

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What is financial data analysis? Gartner defines financial analysis as the process that provides “insight into the financial performance of an organization.” How is financial data analysis used in business?

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Building a Retrieval-Augmented Generation (RAG) App

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Introduction Retrieval-augmented generation (RAG) systems are transforming AI by enabling large language models (LLMs) to access and integrate information from external vector databases without needing fine-tuning. The database returns a list of the top documents or data snippets that are semantically similar to the query.

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Harnessing AI to extract data from PDF

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This article also delves into the intricacies of using AI for PDF data extraction, exploring the challenges it addresses, the mechanisms of AI-based PDF parsers , and the overall benefits of AI to extract data from PDFs. The final extracted data needs to be sent to a downstream business software or stored in a database.

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How to set up financial document automation

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Enter financial document automation, a game-changing solution revolutionizing how companies handle their paperwork, regardless of size or industry. Financial document automation Financial documents of different types Every company, regardless of its primary business focus, deals with finance-related activities.

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How to automate invoice coding: A practical AP guide

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Think of it as giving each expense its own 'address' in your financial records. Detailed invoice coding enables accurate budget tracking, easier reporting, faster approvals, and better financial analysis. These codes, often called General Ledger (GL) codes, categorize expenses for accounting purposes.

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What is a Bank Reconciliation Statement & How to do it?

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These may include outstanding checks, deposits in transit, bank errors, timing differences, and any other discrepancies that need to be addressed. Fraudulent activities, such as unauthorized withdrawals or forged checks, can lead to discrepancies and must be promptly addressed.  

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Excel Automation: Transforming Spreadsheets into Super Tools

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Integration: Excel automation facilitates integration with other software, databases, and systems, ensuring data flows seamlessly. Data Import and Export: Automate the import of data from external sources, such as databases or text files, using Power Query. Obviously being a Microsoft product, Excel allows a multitude of integrations.