23 Dec 2024
1 minutes

Demystifying the AI black box: Expense Automation Tooltips

Trish Toovey - Content Director at Payhawk - The financial system of tomorrowTrish Toovey
Image showing how Payhawk tech helps with Demystifying The AI Black Box Via The Expense Automation Tooltips Feature
Quick summary

Artificial intelligence (AI) has completely transformed how finance teams manage and process expenses. By automating time-consuming tasks like data entry and reporting, AI has saved countless hours and made life a lot easier. But it hasn’t been without its challenges. One big question that comes up is: how much can we trust AI’s automatic suggestions? And does it mean giving up control over spending decisions to a machine?

Table of Contents

    That’s where our new expense automation tooltips come in. They’re designed to clarify AI suggestions so you can understand and trust the process.

    The top benefits of AI in expense management

    The expense management process involves a lot of manual administrative tasks, but it’s also a process that needs to generate accurate data. So, it makes sense to automate large parts of the process where possible to reduce manual errors and discrepancies and streamline what can become a very complex process.

    EXPENSE MANAGEMENT

    10+ reasons to automate your expense management

    AI can help streamline, touching every aspect of expense management, including:

    Capturing expense data. Inputting expense data can be riddled with errors; you might misread expense receipts, transfer across incorrect dates, etc. But at Payhawk, our OCR technology, including an AI camera, extracts all these details automatically, making the initial phase of the process speedy and error-free.

    Verifying invoice details. Trying to spot discrepancies in data with the human eye alone? Then, it’s really easy to miss important things such as supplier details or matches between the goods received and your original purchase order. But with the help of three-way matching, we automatically compare your invoice to your receipt note and purchase order to ensure you don’t pay out the incorrect amount.

    Real-time visibility into spending patterns. And AI support doesn’t stop there; it extends to automatic expense categorisation on the reporting side of expense management. Automatically categorising your expenses makes real-time spend visibility much more efficient and effective, letting you quickly spot spend patterns and address them before they cause budget damage.

    And many, many more.

    The risks of using AI in expense management

    Although AI is helpful, sometimes, the recommendations you get need just a little clarification. You might think, “How did it generate that particular number or suggestion?”

    Taking this suggestion at face value without context can be difficult and can mean digging deeper to see if the suggestion can be trusted, defeating the purpose of using AI in the first place.

    Instead, you need a reliable AI expense management solution to help generate short explanations of where the recommendation has come from.

    How Payhawk is demystifying AI: Our feature in a nutshell

    You rely on accurate expense data to make impactful business decisions, but how can you ensure the reliability of the AI suggestions and autofill fields?

    Our new expense automation tooltips feature gives users more context by popping up next to AI suggestions. They make it clear where the suggestion comes from and improve visibility into how we used AI to create it.

    Without this handy context box, users don’t know where the data comes from or how to improve its configuration.

    Let’s take this quick Q&A, for example: Where does the automated data come from?

    It can come from:

    • Card transaction
    • An attached document
    • Customer’s historical data using Payhawk AI
    • Selected supplier
    • The employee/team of the expense
    • A linked purchase order

    And the list is continually growing, so expect more in the near future…

    Here’s an example of what the automation tooltips look like for expenses (below). The box will become visible when you click on the field, helping give context and reassurance to you or another user.

    image-showing-ai-tooltips-in-action

    AI not only makes the finance team’s job much easier and quicker, but its results are more accurate, streamlining efficiency across the board.

    And while there might be a sense of reluctance to trust the automatic suggestions and auto-filled fields, over time, and with the use of helpful context tooltips along the way, users will quickly recognise the benefits of AI in expense management, from speed and accuracy to automatic compliance and the strategic value that comes with it.

    Request your personalised demo to see our smart tech in action.

    Trish Toovey - Content Director at Payhawk - The financial system of tomorrow
    Trish Toovey
    Senior Content Manager
    LinkedIn

    Trish Toovey works across the UK and US markets to craft content at Payhawk. Covering anything from ad copy to video scripting, Trish leans on a super varied background in copy and content creation for the finance, fashion, and travel industries.

    See all articles by Trish →

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