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How can I best leverage AI and automation tools in my future remote bookkeeping or audit roles to move beyond data entry and into high-level financial strategy#Spring26 ?
How can I best leverage AI and automation tools in my future remote bookkeeping or quit roles to move beyond data entry and into high-level financial strategy? #Spring26
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4 answers
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Jing’s Answer
Hi Leticia,
Without more details, it's hard to build up a specific, tailored AI tool or bot for you. Given your question, you are already on the way of AI, that's good start.
At this moment, you can try to understand AI fundamental, what kind of activity can be automated by AI or automation tool. AI tool can automatic repetitive task with rule based, some existing tools like QuickBooks advanced, Xero with AI features are for your reference. Also there are some AI audit platforms like MindBridge, Caseware IDEA or Alteryx, which can automate sample selection, reconcile large datasets, detect anomalies in financial statements and generate audit workpapers
If you need a tailored AI tool or bot, after study, you can build up for your job yourself or go to expert to build up together. At the beginning, don't try to build one bot or try once to cover all, improvement will become a continuous needs and effort in our work life.
Good luck.
Without more details, it's hard to build up a specific, tailored AI tool or bot for you. Given your question, you are already on the way of AI, that's good start.
At this moment, you can try to understand AI fundamental, what kind of activity can be automated by AI or automation tool. AI tool can automatic repetitive task with rule based, some existing tools like QuickBooks advanced, Xero with AI features are for your reference. Also there are some AI audit platforms like MindBridge, Caseware IDEA or Alteryx, which can automate sample selection, reconcile large datasets, detect anomalies in financial statements and generate audit workpapers
If you need a tailored AI tool or bot, after study, you can build up for your job yourself or go to expert to build up together. At the beginning, don't try to build one bot or try once to cover all, improvement will become a continuous needs and effort in our work life.
Good luck.
Updated
Sandeep’s Answer
Hello Leticia,
AI and automation can handle routine tasks like data entry, transaction categorization, and basic reconciliation. By using these tools, you can spend more time analyzing financial data and identifying trends that help businesses make better decisions.
To move toward strategic roles, focus on skills like financial analysis, forecasting, and understanding business performance. Tools like Microsoft Excel and Power BI can help you turn financial data into insights that support higher-level financial strategy.
AI and automation can handle routine tasks like data entry, transaction categorization, and basic reconciliation. By using these tools, you can spend more time analyzing financial data and identifying trends that help businesses make better decisions.
To move toward strategic roles, focus on skills like financial analysis, forecasting, and understanding business performance. Tools like Microsoft Excel and Power BI can help you turn financial data into insights that support higher-level financial strategy.
Updated
Liam’s Answer
Two things to try. One is get familiar with a RAG setup using AI. This is retrieval augmentation generation, as in this is how AI will be used to inventory a large amount of data for you to reference. The second is become familiar with how a reasoning model works. A reasoning model figures out how to compare various types of data, compare the data, and then come up with an answer based on the information and prompt. Your career will likely use a combination of these tools.
Try to figure out how to clean and prepare data for AI. Your data will go into a database called a vector database. This is basically a massive spreadsheet of all of your data that will be used to retrieve your data. If you put in dirty data (bad entries, data errors, irrelevant data) you start to get some really bad answers, cleaning the data up will make the difference. You don't have to make a RAG setup to do this, just get used to file types like .md (markdown), .csv (comma separated value), and .json (javascript object notation) so you can make your data better AI readable and searchable.
I basically described building a car by saying "get four tires and a steering wheel" with this description. There is a lot more to any setup or commercial software you might use. Getting to know RAG and vector database will be a step towards understanding how your data and prompt will be used to retrieve or generate an answer for you.
https://www.coursera.org/specializations/prompting-essentials-google
https://youtu.be/ea2W8IogX80 , https://youtu.be/sVcwVQRHIc8 , https://youtu.be/Q7mS1VHm3Yw <--saw this one looking for the other ones, looks on topic
https://youtu.be/xCRvOUykOX0 , https://youtu.be/enLbj0igyx4 , https://youtu.be/2ihEirLXeas
Try to figure out how to clean and prepare data for AI. Your data will go into a database called a vector database. This is basically a massive spreadsheet of all of your data that will be used to retrieve your data. If you put in dirty data (bad entries, data errors, irrelevant data) you start to get some really bad answers, cleaning the data up will make the difference. You don't have to make a RAG setup to do this, just get used to file types like .md (markdown), .csv (comma separated value), and .json (javascript object notation) so you can make your data better AI readable and searchable.
I basically described building a car by saying "get four tires and a steering wheel" with this description. There is a lot more to any setup or commercial software you might use. Getting to know RAG and vector database will be a step towards understanding how your data and prompt will be used to retrieve or generate an answer for you.
Liam recommends the following next steps:
Updated
Jim’s Answer
Regarding bookkeeping and AI, the most application-specific AI tools will likely come from the bookkeeping software application you use. If you master those tools, I would expect your productivity and accuracy to improve and you can offer to mentor others in your company. If you have proven your added productivity and/or accuracy, I would hope your supervisor might recommend your promotion.
Moving into financial strategy from bookkeeping might involve a promotion, lateral employment move, or be triggered by an earning degree that newly qualifies you for the position. If you already meet the degree and experience requirements, and such position exists for the company for which you currently employed, let your aspirations be known and request guidance in achieving your ambitions. If that path does not exist from your current employer, seek a new employer while retaining your work ethic in your existing employer (as that work reference will prove valuable in you new employment search). Mastering simple AI tools like Microsoft Copilot can also make you more productive and organized. Work hard, master AI tools, be more productive, accurate, efficient, etc. and employment rewards should come naturally if you let your ambitions be known. Good luck!
Moving into financial strategy from bookkeeping might involve a promotion, lateral employment move, or be triggered by an earning degree that newly qualifies you for the position. If you already meet the degree and experience requirements, and such position exists for the company for which you currently employed, let your aspirations be known and request guidance in achieving your ambitions. If that path does not exist from your current employer, seek a new employer while retaining your work ethic in your existing employer (as that work reference will prove valuable in you new employment search). Mastering simple AI tools like Microsoft Copilot can also make you more productive and organized. Work hard, master AI tools, be more productive, accurate, efficient, etc. and employment rewards should come naturally if you let your ambitions be known. Good luck!