Chris Bell - Creating a Junior Accountant using AI (ChatGPT) | Ep.015
Mar 7, 2023
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Former Audit professional, Chris Bell, discusses creating a junior accountant using AI with Luka, automation workflows, AI integration in finance, tools used in business operations, and the future of AI in mainstream accounting platforms like Xero. Topics also include Notion and Spark Mail productivity tools, transitioning to Notion for task management, exploring Reddit for niche gadgets, and the future of AI moderation and search engines.
AI integration in finance aims to streamline tasks and enhance accuracy.
Balancing detailed training data with practical application is crucial in AI development.
Leveraging business communication platforms can improve AI understanding and personalized responses.
Deep dives
Challenges in Transitioning to AI-Based Workflows
Transitioning to AI models in workflows poses challenges in facilitating a paradigm shift, where AI usage becomes common. While companies like Google integrate AI into search engines for interactive and detailed results, open AI concepts have yet to create a significant structural shift in operations.
Creating Personalized Solutions for Business Needs
Fine-tuning AI models to address specific business challenges involves providing tailored training data, but requires in-depth context at a nuanced level. Balancing the trade-off between extensive contextual information and practical application is a complex yet crucial aspect in AI advancements.
Utilizing Training Data and Business Communication for AI Integration
Using business communication platforms like Slack or collaborative tools such as Notion as training data can enhance AI models' understanding of individualized language and responses. Leveraging company-wide chats or internal messages may drive further AI integration for personalized interactions.
Focus on Continuous Learning and User Feedback for AI Enhancement
Emphasizing continuous learning through user feedback enables refining AI models based on thumbs-up or thumbs-down user responses to questions. Automating feedback loops to fine-tune the model for specific business tasks, like accounting actions, ensures AI relevance and efficiency in decision-making.
Exploring Possibilities of AI Learning Pages and Automated Iterations
AI-led learning pages that analyze user responses through assessments like thumbs-up or thumbs-down highlight areas for model improvement. Automation of this feedback loop aids in iteratively enhancing AI capabilities for selecting and executing accounting tasks efficiently and accurately.
Episode - 015: - Where we learn from Chris, how Luka was born out of frustrations with the accuracy of finance data, how to automate workflows and searches, what types of questions you can ask the finance bot, how to prolong the life of your existing systems, the tools Chris uses to run his business and much much more.
After studying Aerospace Engineering, Chris first worked in Audit before moving into Data Analytics for KPMG. He then moved into finance where he eventually became Director of Finance & Operations for VenueScanner. Since then he’s become a CFO advisory to various companies and is now building AI into mainstream accounting platforms like Xero with his company Luka.
Show Notes
Where to find Chris & LukaHQ:
Chris on LinkedIn - https://www.linkedin.com/in/chrisbellprofile/
LukaHQ - https://www.lukahq.com/
Try it for FREE
Example Questions that you can ask Luka:
Use Luka to surface Accounts Payable records:
What bills need paying currently?
Who do I owe the most money to?
Give me a list of all my creditors?
Use Luka to draft customer statements:
Draft customer statement for bayside club reminding them to pay invoices and show total amount owed