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How Explainability Transforms Insights and Decision-Making in the AI World
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In today’s AI (Artificial Intelligence) landscape, IT, data, finance and business leaders rely on data more than ever to make strategic decisions and drive business performance. While deriving insights from LLM (Large Language Model) based tools like ChatGPT (by OpenAI), Gemini (by Google), and Copilot (by GitHub) have become much easier, effective communication of the insights derived to propel action remains a challenge for most leaders. Communicating insights goes beyond simply presenting data or KPIs or insights. It encompasses collecting the right data, selecting appropriate models, deriving insights, targeted messaging, creating trust and cultural awareness, engaging with the right stakeholders, creating impactful visuals, and more. The process of deriving and communicating insights in today’s AI centric world is as shown below.

Prashanth Southekal

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Governance & Controls – structure and controls.

Transaction Recording – systems, transaction processing and closing the books.

Reporting - efficient, timely and accurate information for decision making and meeting compliance requirements.

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Accounting

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Business Planning - provide the financial roadmap for the company with supporting analytics.

Financial Forecasting - integrate the company’s current performance relative to budget with the real-time business environment.

Investment Analysis - the framework to analyze new opportunities as they present themselves.

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Finance

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Cash Management - the discipline to ensure cash is available to operate the business normally.

Funding - Planning for and raising funds to meet the needs of the business.

Risk Management – Identification and mitigation of key business risks.

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Treasury

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Self-Awareness - Internal.

Team Building - External.

Strategy & Culture – Motivate people to follow you.

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Leadership

Four Pillars of Executive Expertise

CFO.University is built around the Four Pillars of CFO Success. These Pillars are supported with Core Competencies. Our framework allows you to master your role as a senior financial officer. The Four Pillars are made up of:


Accounting – Governance & Controls, Transaction Recording and Reporting

Finance – Business Planning, Financial Forecasting and Investment Analysis

Treasury – Cash Management, Funding (Capital Raising) and Risk Management

Leadership – Self Awareness, Team Building and Strategy & Culture

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