Introducing Unstructured AI

Making Enterprise Data AI-Ready with Unstructured AI

The finance and insurance sectors face a persistent and common challenge: processing raw, unstructured data, such as claim forms, transaction reports, and market analyses, to extract valuable insights quickly and efficiently. Up to 80% of enterprise data is unstructured, residing in diverse formats like PDFs, text documents, images, and spreadsheets. This data is scattered across emails, CRM systems, and web forms. 

• Traditional approaches to handling unstructured data, like OCR, fall short of handling the complexity of modern enterprise data. Companies struggle to transform these unstructured documents into structured data that drive intelligent decision-making. 
• High-quality data is essential for generative AI applications and retrieval-augmented generation (RAG). Poor data quality can lead to hallucinations in AI models, a costly issue for industries like finance that require precision. Manual cleaning and preparing data methods are time-consuming, error-prone, and inefficient. The result is delayed decision-making and missed opportunities to extract valuable insights.

We recognized these pain points early on and used our in-house tool, Unstructured AI (UAI), to process and analyze raw data for our clients behind the scenes. We now announce UAI’s public release as a practical solution for businesses that need to transform unstructured into structured data.

Introducing Unstructured AI

‍Unstructured AI is a cutting-edge Extract, Transform, Load (ETL) solution designed to process unstructured data for RAG architectures and generative AI workflows. This tool converts complex unstructured docs, images, and tables into structured, AI-friendly JSON files.

We designed Unstructured AI with one goal: to empower businesses to analyze and transform unstructured data into actionable insights quickly. Our system fine-tunes data analysis by employing pre-trained models and offering tailored code while ensuring enterprise-grade security and performance. 

By leveraging natural language processing (NLP), computer vision, and deep learning techniques, UAI accelerates data preparation and analysis, driving innovation across the enterprise. Unlike conventional OCR tools, UAI offers a holistic solution that addresses the diverse data needs of modern enterprises.

What Makes Unstructured AI Different?

Unstructured AI stands apart from competitors by delivering an ETL platform that emphasizes security, performance, and ease of integration:

• Security: SOC 2 Type 2 compliant, the platform ensures data security by processing information within your infrastructure—on-premises or in virtual private clouds. Sensitive data never leaves your environment, giving organizations confidence in regulatory compliance and data privacy.
• API-first design: A serverless architecture enables smooth integration without custom code, delivering a scalable, production-grade solution. This design ensures seamless integration with existing enterprise systems, minimizing disruption and accelerating deployment. We also offer a platform approach with multi-agent orchestration based on your needs.
• Ease of use: Supporting 20+ file types, the system handles diverse data formats with a pay-per-page pricing model, ensuring predictability and cost efficiency. Users can easily upload and transform data without needing extensive technical expertise.
• Performance: Advanced AI models deliver high-quality outputs for downstream applications, from sentiment analysis to metadata extraction. These capabilities enable faster and more accurate insights, allowing businesses to make data-driven decisions in real time.
• Faster processing: Tailored code and pre-trained models deliver real-time results, enabling organizations to process high volumes of data efficiently.
• Future-proofing: Ensures scalability for evolving AI needs. As AI technologies advance, Unstructured AI remains a robust and adaptable solution.

Key Features

How Unstructured AI Works

Unstructured AI actively processes complex data types and converts them into structured, LLM-ready formats. It unlocks the true potential of raw data by making it searchable, analyzable, and primed for deep learning models.

Comprehensive Data Transformation

Unstructured AI leverages advanced natural language processing techniques and computer vision to analyze and convert raw data. We enable you to process data with tailored code, and our platform integrates pre-trained models that fine-tune data accuracy with every pass. Our system processes unstructured documents, performs sentiment analysis, and extracts metadata at scale, ensuring that every data point transforms into structured data with precision.

We equip companies with the tools to transform unstructured data into a format that is accessible and ready for enterprise analysis. Our system manages various file and data types effortlessly. Whether you handle PDFs, text documents, or images, UAI loads and transforms your data, producing meaningful analysis quickly and accurately.

Robust, Enterprise-Grade Architecture

We crafted our system to deliver enterprise-grade connectors that integrate smoothly into your existing workflows. By avoiding convoluted tailored code where possible and embracing an API-first design, we ensure that transforming unstructured data remains straightforward and efficient.

Our solution actively monitors and processes large volumes of unstructured data while safeguarding sensitive information. Finance and insurance organizations demand robust security measures when processing unstructured data. Unstructured AI meets this challenge head-on, providing enterprise-level security alongside reliable performance. This approach enables organizations to process data confidently while reducing risks.

Intelligent Analysis and Actionable Insights

Unstructured AI equips you to extract valuable insights from semi-structured data and unstructured documents. We integrate advanced machine learning and opinion evaluation to uncover hidden patterns and trends. Our platform does more than transform data—it provides insights that matter. By employing clustering techniques and natural language processing, Unstructured AI creates metadata that guides informed decision-making across the enterprise.

Large language models (LLMs) rely on structured data to generate complex insights. Our platform fine-tunes data and creates an AI-friendly output that enables LLMs to produce detailed search results and decision-ready information. Companies can leverage these capabilities to streamline workflows, improve query accuracy, and ultimately drive better business outcomes.

Seamless Integration with AgentFlow

We designed UAI to work effortlessly with our AgentFlow platform. The platform is our innovative solution that connects multiple data sources and automates GenAI workflows. This integration allows companies to access a unified interface that manages data processing, transformation, and analysis from a single dashboard. Users can load, transform, and analyze complex data with minimal setup, thus accelerating time-to-insight and driving value across business operations.

Use Cases: Real-World Applications That Drive Results

Financial Services

Banks and investment firms handle vast amounts of unstructured data, from transaction records to market analyses. Unstructured AI processes these datasets, enabling real-time sentiment analysis and trend forecasting. This capability helps executives make data-driven decisions quickly. For example, a bank can analyze customer feedback to identify emerging trends and adjust its services accordingly.

Insurance

Insurers often manage complex documents such as claim forms and risk reports. Unstructured AI converts these files into machine-learning-ready formats, streamlining claims processing and improving risk assessments. Pre-trained models fine-tune analysis, reducing operational costs and enhancing customer satisfaction. For instance, an insurance company can use Unstructured AI to automate claims review, significantly reducing processing times.

Enterprise Data Management

Large enterprises across industries can use Unstructured AI to process diverse data types, from legal contracts to employee records. Organizations can reduce manual effort, improve accuracy, and accelerate decision-making by automating data transformation. This capability is particularly valuable for companies looking to scale their AI initiatives.

Get Started with Unstructured AI

We specialize in cutting-edge artificial intelligence solutions. We combine advanced AI to deliver tools that meet demands and anticipate the future needs of organizations building their GenAI stack and workflows.

With tools like UAI and AgentFlow platform, we empower organizations to process unstructured data, streamline workflows, and extract valuable insights. Our commitment to innovation, security, and performance ensures that our customers stay ahead of the competition.

UAI proves that converting unstructured data into structured, actionable insights does not need to be complex or time-consuming. We created a tool that actively processes data, leverages state-of-the-art techniques, and delivers enterprise-level performance that finance, insurance, and all forward-thinking organizations can trust.

Schedule a free 30-minute demo with our experts today.

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