Companies

Formula Insight

formulainsight.io

Formula Insight helps institutional investors analyze Excel models and filings for faster, source-backed investment research.

HQNew York City, New York, United States
Employees1-50
Jobs checked 3d ago
Specialization
Not classified
Business
Software Applications
Market
Financial Services
Ecosystem
Not applicable
Customers
Enterprises
More details
Organization type
Commercial Company
Ecosystem
Not applicable
Business
Software Applications
Specialization
Not classified
Market
Financial Services
Customers
Enterprises
Delivery models
Hosted Software
Revenue models
Subscription
Listing status
Not classified
Latest equity round
Not classified
Reported funding amount
Not classified

About

Formula Insight builds a B2B equity-research platform and central repository that helps institutional investors manage, query, and track complex Excel financial models. It differentiates by connecting granular spreadsheet data with SEC filings, estimates, earnings transcripts, and research papers, producing faster analysis with source references in a secure environment.

Market

Formula Insight competes in institutional equity-research and financial-model intelligence software: it is a B2B SaaS platform for investors who manage proprietary Excel models and need to search, track, benchmark, and connect them to external research data. Its positioning is narrower and more workflow-specific than broad BI and data-science alternatives, with differentiation centered on a central repository of internal model history, forecast-change and projection-accuracy measurement, FactSet integration, and cross-document analysis of filings, estimates, and transcripts. Adjacent competitors overlap through financial-model data and AI research workflows: Daloopa emphasizes investment-research automation and model maintenance, Tegus/AlphaSense combines transcripts and models, Hebbia targets AI for finance, and Endex targets Excel AI.

Target Customers

Ideal customers are institutional public-markets investors—especially hedge funds and public-equity research teams—whose analysts and portfolio managers manage complex Excel models and large research workloads. The strongest fit is an enterprise or institutional team; Formula Insight says investors use spreadsheets to manage billions of dollars, rather than targeting individual retail investors.

At a Glance

Problem

Institutional investors manage billions of dollars through complex Excel financial models, but the information in those models is difficult to search, compare, and connect to the external research used to make investment decisions. Critical insights can be buried across millions of cells and disconnected from SEC filings, management transcripts, research papers, and consensus estimates, forcing analysts into slow, repetitive manual work that increases error risk and delays the construction of an investment fact pattern.

The killer use case is equity research: an investor needs to find a specific KPI or assumption inside one or more internal models, compare it with external evidence and consensus expectations, and understand how forecasts have changed. By reducing hours of spreadsheet searching and reconciliation to a much faster, traceable workflow, Formula Insight aims to improve both analyst productivity and investment decision quality.

Product / Service

Formula Insight is a B2B SaaS equity-research and financial-model workflow platform. It provides a centralized repository for institutional investors’ Excel models and lets users search millions of cells in plain English, extract and compare model data, track forecast changes, quantify projection accuracy, and analyze financial models alongside SEC filings, earnings transcripts, estimates, and other research. The platform is integrated with FactSet data and is presented as an access-controlled product rather than a downloadable spreadsheet utility.

Its core benefit is to turn fragmented, hard-to-understand spreadsheet data into a searchable and auditable research layer. Users can cross-reference KPIs with external documents, plot internal projections against consensus estimates, and trace findings back to their sources, while contextual formula explanations and conversational search reduce the expertise and time required to navigate complex models.

Market

Formula Insight competes in institutional investment research, financial-data management, and enterprise workflow automation. Y Combinator categorizes it as Fintech, SaaS, B2B, Workflow Automation, and Enterprise Software. The closest competitive set includes research and market-intelligence platforms such as AlphaSense, S&P Global, and Aiera, while broader data and analytics products such as Databricks, Domo, and Alteryx may serve as adjacent substitutes rather than direct like-for-like competitors.

The company was founded in 2024, joined Y Combinator’s Summer 2024 cohort, launched its equity-research platform publicly in December 2024, and was listed by Y Combinator as active with a two-person team. Public materials confirm a YC-backed product launch and an invitation to request access, but do not disclose customer counts, revenue, pricing, or retention metrics. The most defensible characterization is therefore an early-stage commercial platform with unquantified traction; it may still be pre-revenue, but that status is not explicitly confirmed in the available public evidence.

Founders & Leadership

Stefan RaghavanFounder
Co-Founder & CTO
Will TongFounder
Co-Founder & CEO

Funding History

2024-10
Pre-Seed (Tracxn labels it Seed)$500K

Y Combinator

Recent News

2026-07-15other
Y Combinator directory profile highlights Formula Insight’s institutional-investor data platform

Y Combinator’s enterprise-software directory describes Formula Insight as offering institutional investors previously inaccessible data and providing a central repository of financial models so investors can track changes. This is profile coverage rather than a separate partnership, funding, or product-launch announcement.

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Business Model

Formula Insight operates as B2B SaaS, selling paid access to institutional investors for managing and analyzing financial models. A third-party pricing listing reports a subscription starting at $49 per month; official enterprise pricing or additional revenue streams are not disclosed in the available evidence.

Products

Institutional equity-research platformCentral repository and management layer for internal Excel financial modelsForecast-change tracking and projection-accuracy benchmarkingCross-document research and analysis across models, SEC filings, estimates, earnings transcripts, and consensus data

Customers

No publicly named enterprise customers or logos found in the reviewed public sources.

Tech Stack

Excel financial-model parsing and queryingFactSet financial-data integrationCentral financial-model repository/databaseSearch and analytics across SEC filings, estimates, and earnings transcripts

Competitors

Daloopa
AlphaSense, including Tegus
Hebbia
Endex