LangExtract vs Postproxy
Side-by-side comparison to help you choose the right AI tool.

LangExtract
LangExtract uses Google AI to turn messy medical text into clear, structured data.
Postproxy
Effortlessly publish to multiple social networks with one API, simplifying your social media management.
Feature Comparison
LangExtract
Precise Source Grounding
Every piece of information LangExtract pulls from a document comes with a clear map back to its exact location in the original text. This isn't just about extracting data; it's about providing full traceability. For healthcare professionals, this means you can instantly verify an AI-suggested diagnosis or medication against the specific sentence it came from, which is crucial for clinical accuracy, auditing, and maintaining compliance with strict medical regulations.
Clinical Report Optimization
LangExtract isn't a generic text tool; it's finely tuned for the healthcare domain. It understands complex medical terminology, common abbreviations, and the nuanced context of clinical narratives. This specialized focus allows it to excel at processing radiology reports, pathology results, and physician notes with a level of comprehension that general-purpose AI models simply can't match, ensuring highly relevant and accurate extractions.
Interactive Visualizations
LangExtract goes beyond raw data tables by generating beautiful, interactive HTML dashboards from your extracted information. These visualizations allow teams to quickly spot trends, patterns, and insights across large volumes of patient data. It turns structured data into an intuitive story, making complex clinical information accessible and actionable for decision-making without needing separate data analysis software.
Flexible Configuration & Scalability
You can tailor LangExtract to your specific needs without retraining complex AI models. Define custom schemas for what you want to extract and configure processing parameters. It's also built for scale, using smart text chunking and parallel processing to handle thousands of documents efficiently. Plus, it offers integration options with various LLM providers, including Google's own Gemini, for optimal performance.
Postproxy
Unified API
Postproxy provides a single API endpoint that replaces the need for multiple platform-specific integrations. This means you can publish to various social networks with just one request, simplifying your workflow and reducing the complexity of managing multiple APIs.
Automatic Content Adaptation
One of the standout features of Postproxy is its ability to automatically adapt your content to meet the specific requirements of each platform. This includes format conversion, ensuring that your posts look great no matter where they are published, without the need for manual adjustments.
Reliable Error Handling
Postproxy is designed with reliability in mind. It handles operational failures gracefully, implementing automatic retries, managing rate limits, and providing clear reporting on publish states. This ensures you always know the status of your posts and can address any issues promptly.
Scalable Infrastructure
Whether you're publishing ten posts or ten thousand, Postproxy maintains a consistent and scalable publishing logic. This makes it easy to grow your content strategy without the added complexity of managing different publishing processes for each platform.
Use Cases
LangExtract
Radiology Report Processing
Automate the structuring of radiology reports to extract key findings, measurements, impressions, and recommendations. LangExtract can identify anatomical locations, note abnormalities, and pull out critical diagnoses, converting free-text reports into structured data that can be easily integrated into PACS systems or databases for faster radiologist workflows and population health studies.
Clinical Note Analysis
Transform narrative physician notes into structured clinical data. Extract vital information such as patient symptoms, assessment and plan details, medication changes, and past medical history. This streamlines care coordination, improves the accuracy of electronic health records, and creates searchable databases that fuel clinical research and quality improvement initiatives.
Accelerating Clinical Research
Dramatically speed up clinical trials and research by using LangExtract to sift through patient records. It can automatically identify eligible patient cohorts based on specific criteria, extract treatment outcomes, track adverse events, and gather data points from historical records, turning months of manual chart review into a process that takes hours or days.
Healthcare Quality Improvement
Support quality and compliance teams by extracting standardized metrics and information from clinical documentation. LangExtract can help identify gaps in care, track adherence to clinical guidelines, and measure performance indicators directly from the text of medical records, providing data-driven insights for operational and care standardization projects.
Postproxy
Automating Social Media Campaigns
Marketers can use Postproxy to automate their social media campaigns across multiple platforms. By integrating with tools like Zapier, they can schedule posts and publish them seamlessly without worrying about the underlying complexities.
Streamlining Content Publishing for Agencies
Digital marketing agencies can benefit from Postproxy by managing multiple client accounts from one API. This simplifies the process of publishing tailored content for different brands and ensures consistent delivery across platforms.
Enhancing AI-Generated Content Distribution
For businesses using AI to generate marketing content, Postproxy provides a streamlined way to publish that content across various social media channels. This allows companies to leverage AI while maintaining a cohesive online presence.
Supporting Development Workflow Automation
Developers can integrate Postproxy into their CI/CD pipelines, ensuring that content is published automatically as part of their deployment processes. This helps maintain a continuous flow of fresh content while minimizing manual workloads.