档案库 · 金融科技 · 产品决策 · 2024-2026
Stacks押注智能代理结账:AI代理对账;Lightspeed领投2300万美元
前Uber和Plaid产品负责人Albert Malikov创立的Stacks,在AI就绪的数据层上实现企业月末结账自动化;Lightspeed领投2300万美元A轮融资。
Stacks
做的是什么生意
Stacks builds AI agents for enterprise finance: a data layer connects to every financial system an organization runs, giving one consistent view, while agents automate month-end close, account reconciliations, journal entries, variance analysis and reporting in sync with the ERP.
启动资金:$12M seed (early 2025), then a $23M Series A led by Lightspeed with General Catalyst, EQT Ventures and S16VC (February 2026), bringing total funding to $35M
起因
Albert Malikov founded Stacks in 2024, initially in Amsterdam and now headquartered in London, after product leadership roles at Uber and Plaid, where he scaled Plaid's European business. His thesis was that enterprise financial operations were crippled by data scattered across ERPs, spreadsheets, data lakes and legacy systems, forcing finance teams into manual workarounds because core platforms were not built for AI.
经过
Stacks closed a $12M seed round in early 2025 and built a data layer connecting directly to finance systems, then deployed agents with deterministic reasoning to automate monthly close operations, reconciliations, journal entries and variance analysis. By February 2026 it had more than 30 enterprise customers and about 100,000 hours saved, and on February 19, 2026 it announced a $23M Series A led by Lightspeed with participation from General Catalyst, EQT Ventures and S16VC, alongside the launch of an AI Flux Analysis suite that replaces spreadsheet-based commentary with explainable, account-level investigation.
结果
With the Series A, Stacks was moving from close automation toward 'financial intelligence', launching AI Flux Analysis for variance analysis and an executive-summary tool, while aiming at the office-of-the-CFO software market it estimates at more than $100 billion a year.
背景
Stacks是一家总部位于伦敦的初创公司,用AI代理自动化企业财务运营。其核心观点是数据分散是真正的障碍:交易级细节分散在ERP、电子表格、数据湖和遗留工具中,导致财务团队浪费时间在对账上,而不是分析和规划。
创始人Albert Malikov,曾在Uber和Plaid担任产品负责人,于2024年创立Stacks,构建一个连接组织所有财务系统的数据层,以创建统一视图。在此基础上,Stacks部署带有确定性推理的代理,自动处理月末结账、账户对账、日记账分录和差异分析,并与组织的ERP同步。
Stacks在2025年初完成了1200万美元的种子轮融资,并增长到全球超过30家企业客户,包括出版商Future和音频公司Epidemic Sound,报告节省约10万小时。2026年2月19日,它宣布由Lightspeed领投的2300万美元A轮融资,General Catalyst、EQT Ventures和S16VC参与,并推出AI Flux Analysis,通过可解释的账户级调查自动化差异分析。
这个赌注是:CFO团队将把重复的结账工作交给代理,而人员专注于判断。Malikov说:“从第一天起,我们就专注于解决数据分散这个核心问题。”Stacks瞄准CFO办公室软件市场,估计每年价值超过1000亿美元,甚至还未计入保持账目准确所花费的劳动力。
这件事要成立,得有什么
- Stacks选择了最手工、最昂贵的财务工作流——会计和月末结账,在这些领域,自动化节省的时间和错误减少易于衡量。
- 它先构建数据集成层,再添加代理,这种架构修复了数据分散问题,而不是将AI硬塞到糟糕的工作流中。
- 创始人在Uber和Plaid的经历使团队在企业买家和投资者中具有可信度,并且这家初创公司在筹集A轮前已展现出实际吸引力,拥有超过30家客户。
- 确定性推理代理加上可解释的差异分析,回答了让CFO团队不信任黑盒AI的合规问题。
可借鉴之处
把数据问题作为产品核心:一个AI就绪的层来统一分散的财务数据,将混乱转化为自动化,竞争对手难以轻易复制。
后续进展
A轮融资后,Stacks计划从结账自动化扩展到更广泛的财务智能,推出用于差异分析的AI Flux Analysis,以及一个生成财务运营高管摘要的工具。其代理仍专注于对账交易、日记账分录和报告,同时与企业ERP保持同步,资金将用于扩展平台和推向市场。
资料来源
- Agentic finance automation startup Stacks raises $23M in funding
- Lightspeed leads $23M investment in AI startup for accounting departments Stacks
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