Develop realistic FP&A tasks that test AI agents' analytical capabilities.
Build reference solutions with transparent formulas and documented assumptions.
Evaluate AI agents on financial data, identifying errors and unsupported conclusions.
Anyone AI is a company that develops realistic tasks to test AI agents' ability to analyze business performance and support financial planning. We are a remote-first team with flexible hours, fostering a collaborative and innovative culture.
Own core FP&A models, budgeting, forecasting, and executive reporting packages.
Build KPI dashboards and automate recurring analysis with BI and data engineering.
Partner with leaders and use AI tools to turn questions into actionable answers.
RapidSOS is a public safety AI company that fuses life-saving data from connected devices and global tech partners for emergency response. They serve 23,000+ agencies and one million first responders, with a mission-driven, inclusive culture.
Own the company's financial model and lead FP&A cadences.
Partner with R&D and G&A to manage budgets and headcount.
Deliver financial reporting and insights to support strategic decision-making.
Apollo.io provides a go-to-market platform for revenue teams, offering verified B2B contact data and engagement tools. Founded in 2015, it has raised $250M, serves over 500,000 companies, and values extreme ownership, collaboration, and continuous improvement.
Build and maintain the financial model supporting budgets, forecasts, and scenario planning.
Coordinate budgeting and forecasting with business leaders, and develop divisional P&Ls.
Analyze revenue performance and turn financial data into actionable recommendations.
GAMURS Group is one of the largest independent gaming and entertainment media networks, owning 14 publications and reaching 30 million monthly readers. It works with gaming and entertainment brands through its GAMURS Pulse data platform and custom campaigns.
Own the budget, rolling forecast, financial models, and project-level P&Ls.
Educate project managers and executives on financial results and best practices.
Modernize finance reporting with AI and automation to cut manual effort.
Truss is a software development consultancy that builds government technology people actually want to use. We are a remote-first collaborative team that cares deeply about work-life balance and making government services work better.
Lead financial planning and forecasting for GitLab's R&D organization, partnering with the CTO and leadership.
Own R&D operating plans across headcount, cloud, AI/LLM costs, and tooling, linking investment to outcomes.
Drive AI transformation of FP&A processes, redesign workflows, and lead a team of analysts.
GitLab is a DevSecOps platform that helps organizations increase developer productivity and accelerate digital transformation. Trusted by over 50 million registered users, it has a high-performance, remote-first culture with AI at its core.
Own the driver-based operating model, annual budget, forecast cycle, and variance analysis.
Build financial cases for new products, verticals, and partnerships, including unit economics and vendor spend.
Deliver executive-ready reports and lead monthly business reviews.
Jerry is building the first AI-powered advisor to manage all your physical assets, from car insurance to home and beyond. We are a small and mighty team that has reached 5M+ customers, raised $240M+, and achieved profitability, with a culture of ownership and learning.
Own the consolidated financial model and lead budgeting processes.
Partner with business leaders to deliver actionable financial insights.
Manage SaaS metrics, procurement, and revenue commissions.
Fast-growing technology business operating at the intersection of fraud prevention, device intelligence, and enterprise software. It fosters an inclusive, collaborative remote culture that values diverse perspectives and professional growth.
Own core planning and forecasting, turning data into clear insights and recommendations.
Work directly with leaders across the business to improve decisions and execution.
Drive automation and AI to build an insightful, efficient FP&A function.
Reachdesk is an end-to-end global gifting and swag platform that helps B2B companies build meaningful connections and drive measurable ROI. It is trusted by recognized tech and SaaS names and powered by a world-class team with hubs in New York, London, and Lisbon.
Own the company's budgeting, forecasting, and long-range financial planning processes.
Partner with executives across Product, Sales, Marketing, and Tech to translate complex financial data into actionable recommendations.
Build scalable financial processes, dashboards, and reporting automation to support rapid growth and board reporting.
RootstockLabs is a key contributor to Rootstock, Bitcoin's financial infrastructure for lending, yield, and onchain capital markets. They build and commercialize institutional infrastructure that turns Bitcoin into productive capital with a global, diverse team.
Manage and build revenue forecasting models across multiple products, incorporating stakeholder inputs and operating drivers.
Own labor and non-labor forecasts, quarterly forecast cycles, and three-statement modeling while improving management reporting.
Define data requirements, coordinate with cross-functional teams, and investigate product margin performance to support strategic initiatives.
The company operates an internationally distributed e-commerce business, shipping roughly 500,000 products per month and managing tax, duty, and logistics across shipping lanes. Its culture emphasizes curiosity, collaboration, and self-direction, with a finance team scaling through analyst support.
Lead annual planning, long-range planning, and monthly/quarterly forecasts.
Run monthly business reviews and prepare board and investor materials.
Partner with executives on pricing, marketing spend, and key investments.
Hungryroot is using AI to build a consumer-centric food and wellness company, acting as a personal assistant for healthy living by recommending and delivering groceries, recipes, and supplements. The company is a distributed team of top talent across 28+ U.S. states with a remote-first culture that emphasizes collaboration, team-building, and flexibility.
Own and improve the consolidated financial model integrating forecasts, budgets, and long-range plans.
Partner with FBP teams to consolidate functional models and identify risks, gaps, and opportunities.
Support executive reporting with scenario analyses, KPI reporting, and variance explanations.
Symplr is revolutionizing healthcare operations with a platform that drives efficient workflows and improves clinical, financial, and quality outcomes. It is a remote-first company with employees across the US, India, and the Netherlands, guided by values of teamwork, integrity, and customer focus.
Support company-wide budgeting and forecasting processes with stakeholders to drive accountability.
Maintain a forward-looking financial model to accurately predict performance and drive growth.
Provide data-driven insights and reporting to leadership, board, and investors on a recurring basis.
Outschool is an online marketplace offering live online classes for kids, reimagining education to make learning personal, dynamic, and deeply human. With over 1.5M learners and $100M in annual bookings, we foster a culture of curiosity, risk-taking, and career growth.
Support the development and maintenance of annual budgets, rolling forecasts and long-range financial models.
Own the definition, calculation and tracking of key performance metrics and prepare monthly management reports.
Partner with commercial teams on pricing, margin and profitability analysis and support process improvement.
Sand is a global Physical AI company using data and AI to make critical industries work better. They partner with governments, cities and enterprises to improve essential systems across healthcare, water, energy, telecom and infrastructure, with colleagues across Africa, Europe, the UK and the US.
Build and run the FP&A and strategic finance function as a one-person team, with agents doing the heavy lifting.
Own the numbers: monthly performance, budget, plan, and build the case for where to invest next.
Partner with P&L owners and the CFO, drive the annual budget, and define benchmarks for AI initiatives.
Cargo.one is building the AI-powered infrastructure layer for logistics, connecting airlines and freight forwarders on one platform. Backed by investors like Index Ventures and Bessemer, it's a well-funded startup that encourages autonomy and building with AI.
Own financial data integrity, reporting, and dashboards, transforming complex data into actionable insights.
Lead budgeting, forecasting, variance analysis, and cash flow modeling across multiple entities.
Partner with business leaders to drive profitability, automate reporting, and implement scalable processes.
They operate a growing network of performing arts schools and businesses, supporting educators, artists, and local communities. They are a multi-entity organization with a people-first culture emphasizing respect, flexibility, shared purpose, and continuous improvement.
Own Gong's consolidated OPEX model, maintaining bottoms-up departmental forecasts that roll into the corporate P&L with accuracy and discipline.
Build and continuously improve the company-wide personnel model, including headcount, hiring curve assumptions, attrition, and compensation — the most critical cost driver.
Drive the monthly BVA process for all OPEX lines, synthesizing inputs into a clear, well-supported corporate narrative.
Gong harnesses AI to transform how revenue teams win, unifying data, insights, and workflows into a single system. With over 5,000 customers, Gong fosters a culture of transparency, trust, and innovation where passionate people build the future of revenue intelligence.
Build business cases for capex and new initiatives through investment and ROI analysis.
Drive competitive and market analysis to inform pricing and investor narratives.
Use AI to accelerate finance and IR processes while supporting cash forecasting and KPI insights.
Bright Machines is a next-generation, AI-enabled manufacturer focused on data center infrastructure production. We're a team of innovators and experts building the Bright Factory model to reshape manufacturing, recognized by Forbes AI 50 and the World Economic Forum.
Collaborate with cross-functional teams to identify and assess opportunities to drive users and revenue, focusing on consumer and ads products, sales, and marketing.
Build models, forecasts, and business cases to guide planning, investment, and resource allocation.
Conduct market research to analyze industry trends, competitive landscape, and user and advertiser needs.
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