
Unstructured
Founded Year
2022Stage
Incubator/Accelerator | AliveTotal Raised
$65MRevenue
$0000Mosaic Score The Mosaic Score is an algorithm that measures the overall financial health and market potential of private companies.
+39 points in the past 30 days
About Unstructured
Unstructured specializes in data extraction and transformation and focuses on the technology sector. The company provides services that capture unstructured data from various documents and convert it into AI-friendly formats, such as JSON, facilitating the integration with large language models (LLMs). It was founded in 2022 and is based in Rocklin, California.
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Unstructured's Product Videos

ESPs containing Unstructured
The ESP matrix leverages data and analyst insight to identify and rank leading companies in a given technology landscape.
The LLM data preparation platforms market provides tools that transform unstructured documents into structured, machine-readable formats optimized for large language models. These platforms handle document parsing, chunking, embedding, and enrichment to prepare data for RAG pipelines and other LLM applications. Solutions include APIs, SDKs, and frameworks that process various file types including …
Unstructured named as Outperformer among 4 other companies, including LlamaIndex, Upstage, and Reducto.
Unstructured's Products & Differentiators
Unstructured
Unstructured is the enterprise-grade ETL+ platform for GenAI. It transforms unstructured content—PDFs, HTML, slides, emails, scanned docs—into structured, LLM-ready outputs. Users can orchestrate document pipelines through three flexible interfaces: a no-code UI, a developer-friendly API, and our new Model Context Protocol (MCP) for natural language control. The platform includes 50+ connectors, metadata enrichment, smart chunking, and an Auto strategy that dynamically selects the best transformation path (FAST, HIRES, or VLM) for each document.
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Research containing Unstructured
Get data-driven expert analysis from the CB Insights Intelligence Unit.
CB Insights Intelligence Analysts have mentioned Unstructured in 8 CB Insights research briefs, most recently on Sep 5, 2025.

Sep 5, 2025 report
Book of Scouting Reports: The AI Agent Tech Stack
May 16, 2025 report
Book of Scouting Reports: 2025’s AI 100
Apr 24, 2025 report
AI 100: The most promising artificial intelligence startups of 2025
Mar 6, 2025
The AI agent market map
Feb 28, 2025
What’s next for AI agents? 4 trends to watch in 2025
Expert Collections containing Unstructured
Expert Collections are analyst-curated lists that highlight the companies you need to know in the most important technology spaces.
Unstructured is included in 6 Expert Collections, including Generative AI.
Generative AI
2,793 items
Companies working on generative AI applications and infrastructure.
AI 100 (2024)
100 items
Artificial Intelligence
10,195 items
AI agents
376 items
Companies developing AI agent applications and agent-specific infrastructure. Includes pure-play emerging agent startups as well as companies building agent offerings with varying levels of autonomy. Not exhaustive.
AI 100 (2025)
100 items
AI 100 (All Winners 2018-2025)
200 items
Latest Unstructured News
Aug 19, 2025
MarketNewsUpdates News Commentary NEW YORK , Aug. 19, 2025 /CNW/ -- In the rapidly growing Artificial Intelligence market, the adoption of Autonomous & Sensor Technology is driving considerable growth. Factors such as increasing awareness of the benefits of AI and the convenience of online services are contributing to this growth rate. Understanding what impact this technology will have on a growing number of industries at present, enterprises in sectors such as government operations, security and threat detection industry, automotive, manufacturing, mining and utilities, have been especially effective at using autonomous technologies to achieve greater efficiency, safety and to achieve sustainability. to Verified Market Reports, Trends such as the revolution in autonomous vehicles, expansion of drones and UAVs, adoption of autonomous robots in manufacturing, development of autonomous ships, integration in agriculture, AI-powered autonomous systems, and the establishment of regulatory frameworks are shaping this dynamic landscape. A from Statista.com projected that the market size in the Autonomous & Sensor Technology market is projected to reach US$32.85 billion in 2025 and the market size is expected to show an annual growth rate (CAGR 2025-2031) of 13.10%, resulting in a market volume of US$68.75 billion by 2031. In global comparison, the largest market size will be United States ( US$9.67 billion in 2025). The report said: "As the adoption of autonomous and sensor technology increases, there is a growing trend towards personalized and intuitive user experiences. Consumers are seeking AI-powered solutions that can automate tasks and enhance overall efficiency, particularly in areas such as transportation and logistics.In addition, there is a growing demand for AI-driven safety and security systems, driven by concerns over data privacy and the need for more reliable and accurate monitoring and surveillance. This shift towards AI-driven solutions is also fueled by the increasing integration of smart devices and connected technologies in daily life." Active Companies leading the way with innovation in autonomous and artificial intelligence operations include VisionWave Holdings Inc. (NASDAQ: VWAV), Mobileye Global Inc. (NASDAQ: MBLY), AEye, Inc. (NASDAQ: LIDR), NVIDIA Corporation (NASDAQ: NVDA), Palantir Technologies Inc. (NASDAQ: PLTR). Statista.com continued: "In the Autonomous & Sensor Technology Market within the Artificial Intelligence Market, there is a growing trend towards the integration of AI with various sensor technologies, such as LiDAR and radar, to enhance autonomous capabilities in industries like transportation and manufacturing. Additionally, there is a significant focus on developing AI-powered sensors that can collect and analyze large amounts of data in real-time, enabling faster decision-making and improved efficiency. These trends are expected to have a significant impact on industry stakeholders, including increased deployment of autonomous systems and improved safety and productivity in various sectors. Local special circumstances: In Japan , the Autonomous & Sensor Technology Market within the Artificial Intelligence Market is seeing rapid growth due to the country's aging population and strict regulatory framework. The demand for AI-powered healthcare solutions is high as Japan faces a shortage of healthcare professionals. Additionally, the country's culture of efficiency and automation has led to the adoption of AI in various industries, including healthcare." VisionWave (NASDAQ: VWAV) – Leading Live-Fire Radar Showcasing Defense Capabilities - VisionWave Holdings Inc. ( ), ("VisionWave" or the "Company"), a defense technology company specializing in AI-powered sensing and autonomous threat-response systems, today announced two intellectual property updates that seek to strengthen its technology and intellectual property strategy. VisionWave has accelerated prosecution of a continuation patent related to its Radio Wave Finder technology. Further, VisionWave is introducing Evolved Intelligence™ (EI), VisionWave's real-time, embedded AI engine designed for defense-grade autonomy at the edge. USPTO update - Radio Wave Finder continuation - On August 12, 2025 , the U.S. Patent and Trademark Office ("USPTO") issued a first Office Action on the Company's continuation application. The Office Action raised a procedural double-patenting matter that can be addressed via a Terminal Disclaimer; no other substantive issues were identified. VisionWave filed its formal response - including a Terminal Disclaimer - on August 18, 2025 , to help expedite examination. The Company filed its response six days after the Office Action, demonstrating timely attention to IP matters. Patent issuance is not guaranteed until granted by the USPTO. The continuation describes a multi-planar radio-wave detection and imaging system with an AI analysis component for use across air, water, ground, and space domains. Technology Momentum - Evolved Intelligence™ (EI) - EI is VisionWave's real-time, embedded AI engine engineered for split-second, on-device decision-making in contested or bandwidth-limited environments. Its modular architecture combines multi-modal sensor fusion with a deterministic, edge-optimized runtime to deliver low-latency perception, prediction, and control across drones, unmanned ground vehicles, guided munitions, sensors and humanoid robotics. EI is intended to serve as a common autonomy layer across sensors and platforms. Separately, VisionWave has filed a U.S. trademark application for EVOLVED INTELLIGENCE™ (Serial No. 99317884); registration is not guaranteed and remains subject to standard USPTO examination. Management commentary - Noam Kenig , Chief Executive Officer, VisionWave said "EI is designed to combine logic- and data-driven models with an added reasoning layer, with the goal of enabling more context-aware decision support in real time." Mr. Kenig continued "our RF-to-image sensing approach is being developed to improve range and reduce clutter in contested environments." "EI is built for deterministic, low-latency decisions at the edge. Our patent-pending multi-planar RF-to-image sensing architecture synchronizes phased arrays with on-device inference to reconstruct high-fidelity target signatures from sparse emissions - cutting clutter and boosting range and precision. Coupled with EI's fusion layer, it is being developed with the goal of improving range and precision in contested EW environments" added, Dr. Danny Rittman , Chief Technology Officer, VisionWave Recent U.S. government initiatives and semiconductor programs underscore broader demand trends for edge-based autonomy. While VisionWave's technologies may be applicable in these areas, the Company has not entered into agreements under such programs. VisionWave's recent IP filings reflect an ongoing strategy to strengthen protection of its inventions and related brand assets. Below is a summary of VisionWave EI offering: Deterministic edge autonomy: bounded-latency inference and control for mission-critical timing. Multi-modal fusion: radar/RF/EO/IR/system-health unified into a coherent operating picture. Patent-pending RF-to-image sensing: multi-planar architecture designed to reduce clutter and enhance range/precision. Scalable runtime: modular, hardware-agnostic deployment across air, land, sea, and stationary sensors. IP + TM protection: expanding patent estate plus the EVOLVED INTELLIGENCE™ trademark to protect the technology and brand assets. Program-ready posture: designed for comms-denied/GPS-denied operations and export-control-aware integrations. Continued… Read this full release and additional news for VWAV by visiting: Other recent developments in the Autonomous/A.I. industries include: , a pioneering startup offering eVTOL aircraft for uncrewed commercial and contested logistics, piloted personal flight, and defense use, recently that it has raised $23 million in Series A funding. The round was led by , with participation from Dr. Shmuel Harlap , renowned businessman and an initial backer of Mobileye Global Inc. (NASDAQ: MBLY), who has also been an investor in AIR since its inception. The funding will enable AIR to further scale its eVTOL (electric vertical takeoff and landing) aircraft production in support of a growing number of purchase orders and accelerate its U.S. expansion efforts. This momentum reflects a growing global demand for next-generation air mobility, further underscored by the U.S. government's recent promoting eVTOL production and integration and the updating the light sport aircraft (LSA) certification qualifications to include eVTOL type aircraft such as the AIR ONE. AIR is uniquely positioned to meet these rigorous standards, making it one of the first eVTOL aircraft expected to receive LSA certification. AEye, Inc. (NASDAQ: LIDR), a pioneer in high-performance lidar technology and creator of both the Apollo lidar sensor and the OPTIS full-stack lidar solution, recently that its flagship Apollo lidar has been fully integrated by NVIDIA Corporation (NASDAQ: NVDA) into their DRIVE AGX platform, a critical part of NVIDIA's highly touted autonomous vehicle ecosystem. NVIDIA's designation gives AEye direct access to a global network of top-tier automakers who are currently working with NVIDIA to implement self-driving and next-generation driver assistance technologies. It's a major step toward getting AEye's technology into millions of passenger vehicles in the coming years. AEye CEO Matt Fisch commented, "We are thrilled to now be officially certified as a part of NVIDIA's DRIVE AGX platform, a strong validation of Apollo's best-in-class capabilities. Apollo's industry-leading 1-kilometer range and compact form factor make it a standout solution across every market we serve. Now that Apollo is a part of the NVIDIA DRIVE ecosystem, we have a powerful channel to scale commercially across the automotive industry." Unstructured, a leader in enabling scalable, mission-ready Generative AI (GenAI) applications through advanced data transformation and orchestration solutions, that it has joined Palantir Technologies Inc. (NASDAQ: PLTR) FedStart program. The FedStart program aims to accelerate Unstructured's journey toward FedRAMP High and IL-5 compliance, allowing government agencies to rapidly adopt secure, AI-ready data solutions. FedStart is Palantir's strategic initiative to assist innovative companies in navigating the complex process of achieving FedRAMP authorization and Department of Defense (DoD) Impact Level (IL) accreditation. Through this program, Unstructured will leverage Palantir's established security and compliance expertise, significantly reducing the time required to achieve FedRAMP High authorization, IL-5 compliance, and Authority to Operate (ATO) for federal deployments. DISCLAIMER: MarketNewsUpdates.com (MNU) is a third party publisher and news dissemination service provider, which disseminates electronic information through multiple online media channels. MNU is NOT affiliated in any manner with any company mentioned herein. MNU and its affiliated companies are a news dissemination solutions provider and are NOT a registered broker/dealer/analyst/adviser, holds no investment licenses and may NOT sell, offer to sell or offer to buy any security. MNU'S market updates, news alerts and corporate profiles are NOT a solicitation or recommendation to buy, sell or hold securities. The material in this release is intended to be strictly informational and is NEVER to be construed or interpreted as research material. All readers are strongly urged to perform research and due diligence on their own and consult a licensed financial professional before considering any level of investing in stocks. All material included herein is republished content and details which were previously disseminated by the companies mentioned in this release. MNU is not liable for any investment decisions by its readers or subscribers. Investors are cautioned that they may lose all or a portion of their investment when investing in stocks. For current services performed MNU has been compensated forty nine hundred dollars for news coverage of the current press releases issued by VisionWave Holdings, Inc. by the Company. MNU HOLDS NO SHARES OF ANY COMPANY NAMED IN THIS RELEASE. This release contains "forward-looking statements" within the meaning of Section 27A of the Securities Act of 1933, as amended, and Section 21E the Securities Exchange Act of 1934, as amended and such forward-looking statements are made pursuant to the safe harbor provisions of the Private Securities Litigation Reform Act of 1995. "Forward-looking statements" describe future expectations, plans, results, or strategies and are generally preceded by words such as "may", "future", "plan" or "planned", "will" or "should", "expected," "anticipates", "draft", "eventually" or "projected". You are cautioned that such statements are subject to a multitude of risks and uncertainties that could cause future circumstances, events, or results to differ materially from those projected in the forward-looking statements, including the risks that actual results may differ materially from those projected in the forward-looking statements as a result of various factors, and other risks identified in a company's annual report on Form 10-K or 10-KSB and other filings made by such company with the Securities and Exchange Commission. You should consider these factors in evaluating the forward-looking statements included herein, and not place undue reliance on such statements. The forward-looking statements in this release are made as of the date hereof and MNU undertakes no obligation to update such statements. Contact Information: Media Contact email: - +1(561)486-1799 Logo - View original content to download multimedia: SOURCE MarketNewsUpdates Ämnen i artikeln
Unstructured Frequently Asked Questions (FAQ)
When was Unstructured founded?
Unstructured was founded in 2022.
Where is Unstructured's headquarters?
Unstructured's headquarters is located at 5406 Crossings Drive, Rocklin.
What is Unstructured's latest funding round?
Unstructured's latest funding round is Incubator/Accelerator.
How much did Unstructured raise?
Unstructured raised a total of $65M.
Who are the investors of Unstructured?
Investors of Unstructured include Palantir FedStart, Bain Capital Ventures, Madrona Venture Group, Mango Capital, Menlo Ventures and 18 more.
Who are Unstructured's competitors?
Competitors of Unstructured include Navikenz, Deasy Labs, LlamaIndex, Reducto, Boosted.ai and 7 more.
What products does Unstructured offer?
Unstructured's products include Unstructured.
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