London-based startup Tracelight has raised €3 million in seed funding to bring artificial intelligence capabilities directly into Excel-based financial modeling workflows. The funding round, led by Chalfen Ventures with participation from Acequia Capital, Inovo, and EF, targets a sector that has remained largely unchanged despite decades of technological advancement.
The 2024-founded company addresses what its founders see as a significant gap in AI adoption within financial services. While large language models have transformed many business processes, complex spreadsheet-based financial analysis has continued to rely on manual methods and traditional tools.
Targeting the Excel Foundation
Tracelight’s approach centers on Microsoft Excel, which remains the dominant platform for financial modeling across investment banks, private equity firms, and consulting organizations. The company has developed an add-in available through Microsoft’s official store that translates spreadsheet logic into formats compatible with advanced AI models.
“Excel – now 40 years old – still holds the bulk of the world’s business logic” said Hank Vigil, founder at Acequia Capital. The platform enables users to automate formula generation, model validation, and analysis using natural language commands without abandoning familiar tools.
Founding Team and Early Traction
The founding team brings experience from established financial and technology firms. CEO Peter Fuller previously worked as a McKinsey consultant and led teams at Entrepreneur First. CTO Aleksander Misztal comes from quantitative trading firm Jane Street, while Janek Zimoch served as a founding engineer at AI company 11x.
Early adoption metrics suggest strong market demand. Users at investment banks, private equity firms, and professional services organizations report time savings exceeding 90% on routine tasks including analysis building, formatting, and error detection.
Market Opportunity and Investor Perspective
The funding round included notable angel investors Charlie Songhurst, former head of corporate strategy at Microsoft, and Suhit Gupta, former chief investment officer at General Atlantic and Carlyle. Their participation reflects broader industry interest in AI applications for financial analysis.
“Complex financial models underpin all of the corporate world’s most important decisions” said CEO Peter Fuller. “Until now, LLMs have barely touched this workflow” The company positions its technology as enabling analysts to direct AI systems that can perform Excel analysis at superhuman levels.
Mike Chalfen from Chalfen Ventures emphasized the solution’s accessibility: “The most magical AI tools work at the highest level of abstraction, making them radically easy to adopt” He noted the rapid adoption among analysts in demanding modeling environments as evidence of significant market opportunity.
Strategic Focus and Distribution
Tracelight plans to use the funding to expand product capabilities, increase team size, and scale distribution channels targeting finance and strategy professionals globally. The company currently focuses on individual analysts, consultants, and finance professionals rather than enterprise-wide implementations.
The startup’s technology specifically addresses the complexity of institutional financial models, which follow strict formatting rules and contain intricate logical structures. By working within existing Excel workflows rather than requiring new platforms, Tracelight aims to reduce adoption barriers while providing immediate productivity improvements.