Quilt Labs

Quilt Labs is an AI-powered financial research platform designed to consolidate and streamline the entire research workflow, transforming how analysts and investors access and analyze complex financial data. Its core value proposition lies in replacing manual, time-consuming processes with an intelligent, unified system that automates data extraction, analysis, and insight generation, thereby dramatically increasing research efficiency and accuracy.

Key features: The platform automates the extraction of key data points from unstructured sources like SEC filings, earnings call transcripts, and PDF reports, converting them into structured tables and knowledge graphs. It enables natural language queries for instant financial modeling and trend analysis, such as asking for a company's revenue growth over five years or detecting forward-looking statements in management commentary. Advanced search capabilities allow for deep discovery across company filings, while workflow automation tools facilitate collaborative report building and data enrichment.

What sets Quilt Labs apart is its focus on factual generative AI specifically tuned for the financial domain, ensuring high model accuracy for numerical and contextual data. Unlike generic search tools, it builds proprietary knowledge graphs that map relationships between entities, events, and financial metrics. The platform offers robust enterprise solutions, including on-premise deployment options for sensitive data, and integrates with existing data pipelines and analytical tools used by professional teams.

Ideal for investment researchers, equity analysts, corporate finance teams, and asset managers who require deep, fast due diligence and ongoing market monitoring. Specific use cases include screening investment opportunities, building detailed company models, conducting competitive analysis, and automating regulatory and earnings season research workflows within financial services and consulting industries.

Pricing follows a freemium model, with a free tier offering basic search and limited data extraction. Paid professional plans typically start around $99 per user per month, scaling to custom-priced enterprise packages that include advanced features like unlimited data extraction, API access, and on-premise deployment for large organizations.