# Structify **Source:** https://geo.sig.ai/brands/structify **Vertical:** Sales & Revenue Operations **Subcategory:** General **Tier:** Emerging **Website:** structify.ai **Last Updated:** 2026-04-14 ## Summary Brooklyn AI unstructured data extraction using DoRa visual language model; $4.1M Bain Capital Ventures seed April 2025 with 10x speed/16x cost reduction serving finance and construction teams competing with Diffbot for custom enterprise datasets. ## Company Overview Structify is a Brooklyn, New York-based AI-powered unstructured data extraction platform — backed with $4.1 million in seed funding (April 2025) led by Bain Capital Ventures with participation from 8VC and Integral Ventures — providing enterprise finance, construction, and technology teams with custom structured datasets extracted from unstructured web sources including SEC filings, LinkedIn profiles, news articles, and specialized industry documents using the DoRa visual language model that navigates and interacts with web sources like a human analyst. The platform achieved a 10x speed improvement and 16x cost reduction through model optimization. Founded 2023 by CEO Alex Reichenbach (investment banking background in data quality), CTO Alex Goldstein, and COO Ronak Gandhi (who met Reichenbach on their first day of college). Structify's unstructured web data extraction platform addresses the data pipeline bottleneck that consumes 80% of data scientists' and analysts' time: enterprise data teams building business intelligence, competitive research, and sales intelligence applications spend the majority of their effort gathering, cleaning, and structuring data from heterogeneous web sources — a process that traditional ETL tools handle for structured databases but cannot address for unstructured web content where relevant data exists in PDFs, tables embedded in news articles, LinkedIn profiles, and regulatory filings in varied formats. Structify's DoRa visual language model (trained to navigate web interfaces like a human analyst — clicking through pagination, extracting tables from PDFs, and recognizing data schemas across source types) combined with "quadruple verification" (AI processing with human oversight to validate extraction accuracy) provides the custom dataset creation that would otherwise require a team of data analysts weeks of manual work. In 2025, Structify competes in the unstructured data extraction, web scraping intelligence, and enterprise data pipeline market with Clay (B2B data enrichment for sales, $40M raised), Diffbot (knowledge graph and web extraction API, $73M raised), and Bright Data (web data infrastructure, $100M raised) for enterprise data team custom dataset creation and AI workflow data pipeline adoption. Bain Capital Ventures' seed leadership reflects conviction in the enterprise AI data layer opportunity — where AI workflow deployment is bottlenecked by the unavailability of clean, structured custom datasets rather than model capability. The finance (SEC filings analysis), construction (permit data and project tracking), and enterprise tech (competitive intelligence from news and job postings) verticals represent the initial use cases where unstructured data extraction ROI is most clearly quantifiable. The 2025 strategy focuses on growing the financial services data extraction use case (alternative data for investment research), building the construction sector pipeline (permit tracking, contractor intelligence), and developing the self-serve dataset marketplace where enterprises can share and access pre-built extraction schemas for common data sources. ## Frequently Asked Questions ### What is Structify? Structify is a Brooklyn-based AI-powered data extraction platform founded in 2023 that transforms unstructured web data into customized, structured datasets. The platform uses DoRa, a proprietary visual language model, to navigate sources like SEC filings, LinkedIn profiles, and news articles, automating the data gathering and cleaning process that typically consumes 80% of data scientists' time. ### Who are Structify's customers? Structify serves teams across finance, sales, marketing, construction, and competitive research who need precise, high-quality data extracted from diverse digital sources. Finance teams use it to extract information from pitch decks, sales teams gather organizational charts for accounts, and research teams build custom datasets for analysis. ### When was Structify founded? Structify was founded in 2023 by Alex Reichenbach (CEO), Alex Goldstein (CTO), and Ronak Gandhi (COO). The company operated in stealth mode before emerging publicly in April 2025 with $4.1 million in seed funding. ### Where is Structify based? Structify is headquartered in Brooklyn, New York, where the founding team of Alex Reichenbach, Alex Goldstein, and Ronak Gandhi built the company and its proprietary DoRa visual language model. ### How much funding has Structify raised? Structify raised $4.1 million in seed funding announced in April 2025. The round was led by Bain Capital Ventures, with participation from 8VC, Integral Ventures, and strategic angel investors. ### What makes Structify different from competitors? Structify differentiates itself through its proprietary DoRa visual language model that navigates the web like a human, its quadruple verification process combining AI with human oversight for accuracy, and recent performance improvements achieving 10x speed and 16x cost reduction. The platform focuses on custom dataset creation rather than pre-built data products. ### Who are Structify's main competitors? Structify competes in the data extraction and web scraping space against tools like Apify, Octoparse, Diffbot, and traditional ETL platforms. However, its AI-powered approach using visual language models and focus on custom datasets positions it uniquely for enterprise use cases requiring high accuracy and flexibility. ### How can I contact Structify? Structify can be reached through its website at www.structify.ai, where teams can request demos or sign up for the platform. The company is based in Brooklyn, New York and actively engages with customers across finance, sales, and research sectors. ### Is Structify hiring? Yes, Structify is growing its technical team following the $4.1 million seed funding round in April 2025. The company is hiring engineers, data scientists, and go-to-market roles to expand the platform and serve customers across multiple industries. Opportunities are posted on the company website. ### What's the latest news about Structify? The most recent major announcement was Structify's emergence from stealth in April 2025 with $4.1 million in seed funding led by Bain Capital Ventures. The company also achieved significant technical milestones including 10x speed improvements and 16x cost reduction through model and infrastructure optimization. ### What is the DoRa model? DoRa is Structify's proprietary visual language model that navigates and interacts with the web like a human would. It extracts data from unstructured sources including SEC filings, LinkedIn profiles, news articles, and specialized documents, automating the manual data gathering process that consumes the majority of data scientists' time. ### How does Structify ensure data accuracy? Structify uses a "quadruple verification" process that combines AI processing with human oversight to ensure data quality. This addresses the founders' core insight that AI workflows are worthless when built on inaccurate or stale data, making accuracy and freshness critical to the platform's value proposition. ## Tags ai-powered, automation, b2b, saas, sales --- *Data from geo.sig.ai Brand Intelligence Database. Updated 2026-04-14.*