Software Engineer

Numeric secures $51M Series B led by IVP. Numeric, the AI accounting automation platform, has raised a $51 million Series B round led by IVP, with participation from Menlo Ventures, Founders Fund, Alkeon, 8VC, Socii Capital, Access Industries, Friends & Family Capital, Long Journey Ventures and Fifth Down, as well as Marc Huffman, Former CEO of BlackLine, and Ron Gill, Former CFO of NetSuite. This investment, which brings Numeric's total funding raised to $89 million, will allow Numeric to expand from close management into a broader compound startup model - delivering a unified data platform for enterprise finance teams. Alongside the funding announcement, Numeric is launching its cash management product. Accounting for cash is often the most painful step of the close process for enterprises, and it starts with cash matching: the process of reconciling bank transactions with general ledger entries. Legacy tools often deliver match rates below 30%, leaving finance teams to reconcile hundreds or thousands of transactions manually. For growing companies, this can require teams of five or more people dedicated solely to cash reconciliation. Numeric's solution achieves a 90%+ auto-match rate; nearly triple the industry standard. Early customers of the new product, including Brex, Public.com, and Clipboard Health, are already eliminating multiple days of manual reconciliation work each month. The Series B represents a pivotal moment in Numeric's evolution from a close management solution to a multi-product platform with a shared data core. With three core products now live - Close Management, Analytics, and Cash Management - Numeric is building what CEO Parker Gilbert describes as "the connected platform for finance operations." "We started by solving the close, but our vision has always been greater," said Gilbert. "Each product we build makes the others more powerful. We're marching toward a future where accounting isn't manual spreadsheet work but instead is a real-time strategic function. This funding accelerates that timeline significantly." "Numeric has consistently demonstrated exceptional product execution and deep understanding of what finance teams actually need," said Ajay Vashee, General Partner at IVP. "Their ability to expand from close management into analytics and now cash management, while maintaining product excellence across each, shows they're building something truly differentiated. We're excited to support their vision for the future of accounting." Brex, who piloted the product, saw their match rate jump from 30% to over 90%, enabling their team to dramatically reduce time spent on manual reconciliation work. "Numeric didn't have the dream of just a project management tool. Numeric had the dream of a flux analysis product, a cash reconciliation product, the full linking between the ERP system and their platform. And Numeric had the dream of AI," said Kevin Moore, Controller at Brex. "I think ultimately that implementing Numeric is one of the best decisions I've made as controller over my 7 years at Brex." Numeric's platform strategy mirrors successful enterprise platforms like Salesforce and Rippling, which built category-defining businesses by expanding horizontally across related workflows. The company plans to launch additional products throughout 2026 and 2027, each designed to automate a different critical accounting workflow. Numeric's approach combines AI for pattern recognition with deterministic code for calculations and human oversight for exceptions. The platform approach is underpinned by Numeric's AI philosophy: use it thoughtfully, not indiscriminately. "AI is powerful, but imperfect. Most importantly, accounting can't tolerate errors compounding," said Gilbert. "We route the right work to the right operator: AI to interpret unstructured data, code to handle calculations with precision, and humans to add context and make judgment calls."

Numeric raises $51M to automate enterprise accounting. * Numeric raised $51 million in Series B funding led by IVP, bringing total funding to $89 million. * Early customers report 90%+ automated cash-match rates, far above legacy tools that struggle to hit 30%. * The company is expanding from close management into a unified finance data platform with cash management now live. Automating the finance back office. Numeric has raised $51 million to change how accounting teams work. It wants to replace spreadsheets. It wants to retire manual reconciliations. It wants to build a single data layer for all finance operations. The round was led by IVP. Menlo Ventures, Founders Fund, Alkeon, 8VC, Socii Capital, Access Industries and others joined. Former BlackLine CEO Marc Huffman and former NetSuite CFO Ron Gill also participated. The company now has $89 million in total funding. It is headquartered in San Francisco, New York and London. Founded in 2020 by Anthony Alvernaz, Parker Gilbert and Andrew Bihl, Numeric started with one goal. Reduce the manual lift in accounting. Reduce the noise. Give finance teams more time for judgement work. CEO Parker Gilbert said the vision was always broader than the initial product. "We started by solving the close," he said. "But we've always aimed to connect everything. Cash. Close. Analytics. One system. One shared layer." Finance teams are moving that direction too. They are shifting from siloed tools to unified platforms. Close systems. Cash systems. Analytics dashboards. These used to be separate. Numeric wants to fuse them. A painful workflow fixed. The new cash management product is central to this expansion. Cash matching is notorious. Bank transactions arrive in messy rows. General ledger entries rarely align perfectly. Teams compare transactions line by line. Some companies dedicate multiple employees to this process alone. Legacy tools match less than 30% of transactions automatically. Numeric's system hits 90% and above. That difference matters. It saves days of work each month. It cuts errors. It reduces the number of people needed to handle reconciliation. Brex, Public.com and Clipboard Health have already adopted the tool. With Brex, match rates jumped from 30% to beyond 90%. The controller at Brex, Kevin Moore, said Numeric had ambitions far beyond a simple project tracker. "Numeric had the dream of full linking between the ERP system and their platform," he said. "It had the dream of AI. I think implementing Numeric is one of the best decisions I've made." How the platform works. Numeric now has three core products. Close Management. Analytics. Cash Management. Each is connected through a shared data foundation. That foundation powers a range of tools that finance teams use every month. Close Management gives accountants task dashboards. It shows bottlenecks. It shows progress. It links tasks to journal entries. It creates audit trails that update automatically. Auditors can even access the system in read-only mode. Account Reconciliation uses deep integrations with ERPs like NetSuite, Xero, QBO and Sage Intacct. It matches ledger balances with supporting documents. It flags accounts that fall out of balance. It points to the transactions that caused discrepancies. For flux analysis, Numeric provides AI-powered first-pass explanations. It identifies drivers. It reads trends. It drafts commentary. Teams can customise reports and set thresholds to catch only material changes. The platform also includes an AI assistant trained on GAAP, IFRS, SEC filings and Big Four guidance. It drafts accounting policies. It answers technical questions. It provides citations. With more parts now connected, each workflow makes others more useful. Reconciliations feed variance analysis. Variance analysis clarifies close tasks. Cash matching refines reporting. Investor strategy and momentum. The investor mix says something. These firms back companies that scale horizontally across workflows. Salesforce did that. Rippling did that. Numeric wants to follow a similar path in finance operations. IVP general partner Ajay Vashee said the team has executed consistently. Each new product maintains quality. Each fits naturally with the others. "They're building something differentiated," he said. As Numeric moves into 2026 and 2027, more products will arrive. Each will automate a different accounting workflow. Debt schedules. Inventory adjustments. Intercompany. Revenue operations. These areas are still heavy with spreadsheets. Numeric intends to automate them next. Why this shift matters. Finance teams have always tolerated manual work. Reconciliation. Tracking. Variance explanations. Close calendars. However, companies now generate more transactions. Global operations add more systems. Audits demand more documentation. Teams cannot scale labour linearly to keep up. A unified data layer solves the scale problem. It ensures consistency. It reduces risk. It makes every tool stronger. Gilbert said AI must be used responsibly. "AI is powerful, but imperfect," he said. "Accounting cannot tolerate compounding errors. We route the right work to the right operator. AI. Code. Humans." That philosophy sets Numeric apart. It does not aim to replace accountants. It aims to remove everything that distracts them from judgement work. What comes next. The next year will show how far Numeric can go. The team will focus on product expansion. More enterprise integrations. Deeper ERP syncing. Faster transaction processing. More finance leaders will test the system. More customers will push it to new limits. If adoption grows, Numeric could become the operating layer for back-office finance. Its challenge is speed. It must deliver new products without losing reliability. It must prove that its unified data layer scales. It must show that automation can be both safe and accurate. If it succeeds, accounting teams may begin treating operations the way engineering teams treat DevOps. Real-time. Continuous. Connected. To stay updated on crypto venture capital funding and market trends, visit its venture capital news section for more insight. Clinton Nwachukwu is a crypto and finance writer with an MBA in Artificial Intelligence and 6+ years of experience creating content for leading global brands. He turns complex topics into clear, actionable insights for readers worldwide. VentureBurn is a media platform covering the latest in cryptocurrency, artificial intelligence, venture capital, and the startup ecosystem. Opinions expressed on VentureBurn are for informational purposes only and do not constitute investment advice. Before making any high-risk investments in digital assets or emerging technologies, readers should conduct their own due diligence. 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