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    How a Frustrated Accountant Transformed $28 Million in Funding Into a Game-Changer for Financial Processes!

    His vision was clear: to create a software platform that would automate the book-closing process, alleviating the burdens faced by accountants everywhere.

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    How a Frustrated Accountant Transformed $28 Million in Funding Into a Game-Changer for Financial Processes!

    The realm of accounting is often perceived as a monotonous world filled with manual tasks, where month-end and quarter-end closings can evoke dread among finance professionals. This frustration became a catalyst for Parker Gilbert, who, in 2020, co-founded Numeric after experiencing the inefficiencies of traditional accounting processes while managing finance at an early-stage startup. His vision was clear: to create a software platform that would automate the book-closing process, alleviating the burdens faced by accountants everywhere.

    Fast forward a few years, and Numeric has emerged as a formidable player in the accounting technology space, fueled by advancements in generative AI. The platform is now trusted by leading companies such as Brex, OpenAI, Plaid, and Wealthfront to streamline their accounting workflows. Recently, Numeric’s impressive growth trajectory attracted significant investor interest, culminating in a substantial $28 million Series A funding round, just five months after securing $10 million in seed funding. This latest investment round was spearheaded by Menlo Ventures, with new investors IVP and Socii joining the ranks of previous backers, including Founders Fund, Long Journey, 8VC, Friends & Family Capital, and Fifth Down.

    The Magic Behind Numeric's Automation

    Numeric’s innovative approach allows accounting teams to save critical time in their monthly closing processes. By automating data aggregation and reconciliation from various accounting systems and Excel spreadsheets, Numeric significantly reduces the manual effort involved. The platform employs an AI agent to analyze monthly changes in line items and performs a flux analysis, which identifies unusual variations and provides explanations. For instance, if the AI agent detects an increase in legal expenses, it would generate a detailed commentary, such as, “Your legal expenses rose this month due to an additional payment of $X to Wilson Sonsini for your funding.” This feature allows accountants to focus on strategic decision-making rather than spending hours documenting variances.

    Despite concerns regarding AI hallucinations—where an AI might generate incorrect or misleading explanations—Gilbert emphasizes that Numeric has addressed these issues by embedding verification links in its reports. This feature ensures that accountants can validate the AI’s insights, promoting transparency and accuracy.

    by AIM Media HouseFree · No paywall

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    About the author

    Anshika Mathews

    Anshika is the Global Media Lead for AIM Media House. She holds a keen interest in technology and related policy-making and its impact on society.

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