Accounting Insights

A weekly podcast exploring accounting, accounting profession, and accounting education and how, what and why of AI use in the accounting profession and accounting education with an emphasis on the tools used suggesting both tools for accounting professionals and accounting students to improve their workflows

Accounting Insights is a business podcast hosted by Joel Strong, with 19 episodes on record and a Required Pod Score of 80.

Joel Strong hosts Accounting Insights, a business show with 19 episodes published.

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  Episode #20

  The AI Documentation Audit: Turning Messy Files into Audit-Ready Intelligence

  Sep 27, 202611 min

  In this episode, Sarah and Brad tackle one of accounting's quiet time-drains: documentation. From client memos to teaching notes, accountants and students alike sit on a mountain of unstructured text. The panel explores how AI tools like intelligent document processing, semantic search, and summarization engines can turn that chaos into a clean, queryable knowledge base. They walk through real-world workflows for firms and classrooms, showing how to tag, summarize, and retrieve information with confidence. Crucially, they discuss the guardrails needed to keep documentation reliable, ethical, and audit-ready. Listeners will leave with a practical checklist for implementing AI-assisted documentation in their own practice or studies, along with pitfalls to avoid. This is not about replacing judgment — it is about giving accountants and students a superpower for clarity and recall.

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  Episode #18

  Narrative Ledger: Teaching AI-Generated Financial Storytelling for Accountants and Students

  Jun 28, 20268 min

  Accountants must translate numbers into actionable stories. This panel shows how generative AI can help draft Management Discussion & Analysis, client summaries, audit memos, and teaching cases while preserving professional judgment and auditability. Hosts Sarah Thompson and Brad Smith bring together educators and practitioners to demonstrate tool choices, repeatable prompt patterns for narrative outputs, classroom and firm exercises for critical review, and concise validation rubrics that make AI-assisted narratives defensible. We cover source attribution, version control, documentation practices for compliance, and sample assignments that teach students to identify inaccuracies, bias, and overreach. Listeners will get a practical checklist to integrate AI-generated narratives into workflows, methods to assess and improve outputs, and guidance for balancing efficiency with skepticism — enabling both accounting professionals and instructors to adopt generative tools responsibly without sacrificing clarity or ethical standards.

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  Episode #17

  Auto-Generated Practice: AI-Created Problems and Feedback for Accounting Classrooms and Firms

  Jun 21, 20267 min

  This episode explores how educators and practitioners can responsibly use AI to generate accounting practice problems, worked examples, and tailored feedback at scale. Sarah and Brad lead a panel of an educator who has integrated AI into curriculum design and a practitioner who uses AI-generated casework for staff training. Listeners will hear concrete implementation choices—prompt patterns, LMS integration, versioning, and grading rubrics—plus examples for auditing, financial reporting, and managerial accounting. The conversation emphasizes pedagogical design: scaffolding, progressive difficulty, and formative feedback that trains judgment, not just answer matching. The panel also covers practical checks for accuracy, academic integrity, and documenting AI provenance so outputs are defensible in firms and classrooms. By the end, listeners will have a step-by-step playbook to pilot AI-generated practice, measure learning outcomes, and scale with appropriate controls.

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  Episode #15

  Prompting Practices: Teaching and Using AI Prompts for Accounting Workflows

  Jun 7, 20268 minS0

  This episode gives accounting professionals and educators a practical, reproducible approach to prompt engineering tailored to accounting workflows. The panel (hosts Sarah Thompson and Brad Smith plus two guests—a firm technologist and an accounting educator) defines core prompt patterns for reconciliation, account analysis, financial statement explanations, and client communications, then shows how to structure templates that preserve professional judgment and auditability. Listeners will get concrete validation methods, simple rubric-based grading for classrooms, and a short live refinement demo that turns a weak prompt into a robust, explainable chain of prompts. The goal is to help listeners reduce information overload, in...

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  Episode #14

  AI-Assisted Audit Sampling: Teaching Smart Selection, Controls, and Classroom Labs

  May 31, 20268 minS0

  This 15-minute panel brings accounting educators and audit practitioners together to demystify AI-assisted audit sampling and make it classroom-ready. Hosts Sarah Thompson and Brad Smith guide listeners through the fundamentals of statistical and judgmental sampling, practical AI techniques that improve sample selection and risk stratification, and concrete classroom labs and assessment designs that help students learn both technical and professional judgment skills. The episode focuses on tools and reproducible workflows—sampling modules, lightweight Python/R scripts, and AI assistants for pattern detection—paired with governance steps and checklists to ensure auditability and compliance. Educators will leave with ready-to-run lab ideas, asse...

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