Enlitic ENDEX

by Enlitic  · Based in United States → — AI-enabled healthcare data solutions, leveraging a unified platform to drive improvements across the entire healthcare system.
Interventional Radiology Nuclear Medicine Radiology
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Overview

Standardizing Imaging Data with AI Precision

Enlitic ENDEX is an AI-powered solution designed to transform medical imaging data into a consistent, clinically relevant standard, streamlining workflows and enhancing operational efficiency in healthcare. It addresses inefficient data management that can hinder productivity and impact patient care by utilizing AI to standardize new and historical medical image data descriptions. This ensures that studies and series are accurately labeled and easily accessible, leading to consistent display protocols, efficient image routing, and improved billing accuracy.

ENDEX leverages AI, including computer vision and natural language processing, to standardize and structure data into a universal ontology. This process results in normalized descriptions for studies and series, which in turn enable effective display protocols. With uniform and relevant descriptions, radiologists can report faster, query studies more easily, and experience less frustration. Moreover, ENDEX enriches medical imaging information with clinical relevance, making it actionable and useful for decision-making. By automating these tasks, PACS Administrators and technologists are freed from mundane duties, allowing them to focus on higher-value activities.

Enlitic’s ENDEX is a data standardization module integrated into the Ensight framework. It reviews pixel and metadata for consistency, completeness, correctness, and reliability. ENDEX creates a standardized ontology for studies and series based on their imaging parameters and relabels these descriptions. This improves the reporting experience for radiologists and generates a strong ROI for the business.

Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Key Features

  • AI-powered medical imaging data standardization
  • DICOM metadata and pixel data analysis
  • Universal ontology for studies and series
  • Consistent display protocols and hanging protocols
  • Efficient image routing to worklists and workstations
  • Improved billing accuracy and revenue capture
  • Correction of typos and filling of missing data fields
  • Enhanced data quality and consistency for research
  • Integration with PACS and other IT systems
  • Reduction of manual tasks for radiologists and PACS administrators

Use Cases

  • Standardizing medical imaging data for consistent display protocols
  • Optimizing image routing to correct worklists and workstations
  • Improving billing accuracy by ensuring consistent and accessible information
  • Enhancing data quality and consistency for medical research and analysis
  • Streamlining PACS data migration by standardizing and cleansing metadata
  • Reducing radiologist burnout by minimizing manual image rearrangement and improving workflow efficiency

What Physicians Need to Know

Key Capabilities
Enlitic ENDEX leverages AI, including computer vision and natural language processing, to standardize medical imaging data (DICOM metadata and pixel data) into a consistent, clinically relevant nomenclature and universal ontology. It corrects inaccurate data, fills in missing fields, and ensures consistent labeling across studies and series. This enables consistent display protocols, efficient image routing to appropriate worklists and workstations, and improved billing accuracy by correlating descriptions to billing codes. ENDEX works with XR, CT, and MR data.
Clinical Utility
ENDEX streamlines radiology workflows by reducing manual tasks, saving radiologists time, and decreasing burnout. It improves the consistency of hanging protocols and dictation templates, allowing radiologists to report faster and query studies more easily. The standardized data enhances data quality for research, enabling more effective comparison and analysis across diverse datasets, and supports the integration of AI and machine learning algorithms for advanced analytics. It also helps reduce billing errors and capture missed revenue.
Integration Options
ENDEX is designed for seamless integration with existing healthcare IT infrastructure, including PACS. It can be deployed on-premise, in the cloud, or via a hybrid model. Enlitic offers an intelligent data framework that orchestrates data and enables greater comprehension of information in archives. It supports connectivity to applications leveraging DICOM SR, HL7/FHIR, and Web API. Enlitic has partnered with companies like Blackford Analysis, INFINITT North America, and Laitek (for Migrateku00ae data migration) to integrate ENDEX and enhance its reach and capabilities.
Compliance Status
The Enlitic Curieu2122 platform, which includes Curie|ENDEX, has received commercialization approval in the US and European Union, demonstrating compliance with FDA requirements and the EU Medical Device Regulations (2017/745 EU MDR). Enlitic prioritizes compliance and provides DICOM and HL7 conformance statements.
Pricing Model
Enlitic operates on a subscription-based revenue model, aiming for reliable Annual Recurring Revenue. They target large healthcare systems and private radiology reading groups. An online ROI calculator is available to illustrate potential cost savings, and Enlitic can provide a more detailed, facility-specific ROI calculation upon contact.
User Experience
By standardizing data and automating tasks, ENDEX aims to improve radiologist job satisfaction and reduce burnout by freeing them from mundane tasks. It also frees up PACS administrators and technologists to focus on higher-value activities. The consistent application of hanging protocols and efficient image routing leads to a more predictable and organized workflow.
Support Quality
Enlitic offers global services and support, training, and a customer portal.
Implementation Complexity
ENDEX is integrated into the Ensight framework, which is designed for easy implementation and orchestration of Enlitic application modules. The solution standardizes DICOM data *before* it enters the PACS, allowing high-quality data to impact the workflow from the start. Implementation costs and training expenses are outlined by Enlitic.
Evidence Base
The University of Texas Health San Antonio (UTHSA) partnered with Enlitic to solve inconsistent hanging protocols, saving an estimated $1 million over three years by standardizing their image data. An analysis by Enlitic of 2.3 million studies across 8 facilities revealed 2.9 million series were missing DICOM descriptions, highlighting the problem ENDEX addresses. Enlitic also provides a whitepaper detailing the ROI of ENDEX.
Physician Tip

Enlitic ENDEX can significantly improve your daily workflow by ensuring consistent hanging protocols and accurate image routing, reducing time spent on manual adjustments and searching for studies. The standardization of data also leads to more reliable billing and can enhance the quality of data for any research you may be involved in. This tool aims to reduce administrative burden, allowing you to focus more on image interpretation and patient care.

Enlitic ENDEX is designed for seamless integration with existing PACS and other healthcare IT systems, supporting DICOM SR, HL7/FHIR, and Web API. Strategic partnerships with companies like Blackford Analysis, INFINITT North America, and Laitek (for data migration) further extend its integration capabilities and reach within the healthcare ecosystem. This allows for a unified and standardized approach to medical imaging data management across various platforms.

Details

Category EMR / EHR Systems, Radiology & Imaging AI
Pricing Unknown — Contact Enlitic for specific pricing information.
Compliance
BAA AvailableUnknown AI-estimated
HIPAA Compliant Yes AI-estimated
FDA Status Unknown AI-estimated

Enlitic's Curie platform and the AI application within Curie, Curie|ENDEX, received approval for commercialization in the U.S. and European Union in May 2022. The company stated that the products demonstrate compliance with requirements by the U.S. Food and Drug Administration (FDA) and the EU Medical Device Regulations.
Integrations
EHR Not specified
Specialties Interventional Radiology, Nuclear Medicine, Radiology

What the Web Says

Enlitic ENDEX is an AI-powered solution designed to standardize medical imaging data, primarily DICOM and metadata, into a consistent and clinically relevant nomenclature. This aims to improve radiology workflows, enhance data quality, and increase operational efficiency within healthcare organizations. It has received FDA and EU approval for commercialization.

Overall: Positive

Strengths

  • Standardizes medical imaging data, improving consistency and reducing errors.
  • Enhances radiology workflows by optimizing hanging protocols, image routing, and reporting.
  • Improves billing accuracy and can help capture missed revenue.
  • Frees up administrative staff, PACS administrators, and technologists from mundane tasks.
  • Supports AI development and research by providing high-quality, standardized, and anonymized data.
  • Potential for data monetization by enabling the sale of labeled data for research.

Limitations

  • Limited public reviews available from physicians, healthcare IT, or tech reviewers on platforms like G2 or Capterra.
  • One review mentions room for improvement in the implementation process.
  • An employee review noted poor work/life balance and nepotism within the customer success department.
  • Another employee review mentioned churn due to changes in business model/product strategy.
  • Reddit discussions about Enlitic generally lack specific user reviews or opinions on ENDEX.

Based on reviews from: Capterra, Global Radiance Review, Enlitic.com, Health IT Project Management - Enlitic, Medical Image Data Management - Enlitic, Blackford Analysis, Medical Imaging Data for Research - Enlitic, Healthcare Data Quality Dictates Workflow - Enlitic, Slashdot, Enlitic | Data Analytics for Healthcare | Healthcare Data Solutions, Enlitic | ENDEXu2122 in 1 Minute - YouTube, Radiologist Workflow Improved With AI - Enlitic, Reddit, Medical Imaging Data Standardization | Press - Enlitic, SourceForge, Data Standarization u2013 Enlitic ENDEX - Blackford Analysis, Standardized Imaging Data & Patient Care - Enlitic, ENDEXu2122 ROI Calculator | Healthcare Data Management - Enlitic, Indeed.com, PACS data migration with ENDEX AI - Enlitic, AuntMinnie, Create Time for Radiologists- Enlitic, SoftwareWorld, ENDEXu2122 by Enlitic - YouTube

Last updated: 2026-07-27

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Press & Coverage

Applied Radiology
Enlitic, Blackford Partner on Medical Imaging Data Standardization
Enlitic and Blackford announced a strategic commercial partnership to advance medical imaging data standardization, with Enlitic integrating its ENDEX software with the Blackford Platform. This collaboration aims to overcome challenges in interoperability, data fragmentation, and data quality in radiology.
2023-10
Enlitic Investor Relations
Enlitic and Infinitt Partner to Bring Efficiencies to Radiology Departments
Enlitic and Infinitt North America have partnered to standardize medical imaging data by integrating Enlitic's ENDEX software with the Infinitt PACS. This collaboration seeks to enhance workflow efficiency and diagnostic accuracy by addressing data complexities and inconsistencies.
2023-12
Enlitic Press
Enlitic's ENDEXu2122 Addresses Implications and Challenges of Poor Medical Imaging Data at the Enterprise Level
Enlitic announced that its ENDEX solution tackles the challenges of poor medical imaging data at the enterprise level, aiming to empower healthcare organizations with high-quality data for improved patient care and operational efficiency.
2023-08
Listcorp (ASX:ENL)
Philips Healthcare adopts Enlitic's ENDEX platform
Philips Healthcare has agreed to implement Enlitic's ENDEX platform through its distribution partner Blackford, following successful on-site validation testing. This three-year agreement aims to enhance radiology workflow by standardizing medical imaging data.
2024-10
Listcorp (ASX:ENL)
Enlitic Signs Three-Year Distribution Agreement with Bayer Healthcare for Enlitic's ENDEX
Enlitic has signed a three-year distribution agreement with Bayer Healthcare for its ENDEX product, which will be integrated into Bayer's radiation dose management software to support patient radiation dose monitoring. This partnership expands ENDEX into a new use case: Radiation Dosimetry.
2024-10
Signify Research
Imaging IT News Round-Up October 2024
This news round-up highlights Enlitic's two three-year distribution deals in October 2024 with Bayer and Philips, integrating ENDEX into their respective platforms for radiation dose management and PACS. These agreements are projected to significantly boost Enlitic's annual revenue.
2024-11
Enlitic Press
Enlitic Signs Major MoU with GE HealthCare and Announces $10M Capital Raise
Enlitic has signed a binding Memorandum of Understanding with GE HealthCare, potentially generating up to A$50 million in revenue over five years, and announced a A$10 million capital raise. This partnership leverages Enlitic's ENDEX AI for DICOM data harmonization and Migratek for imaging data migration.
2025-05
RAD Magazine
Imaging data migration scheme readies providers for future AI developments
Enlitic launched its AI Readiness Migration (ARM) campaign, combining its ENDEX data standardization platform with strategic migration services to prepare healthcare providers for AI in radiology. The campaign aims to make imaging data clean, standardized, and AI-ready, offering inventory reports and standardization tools.
2025-11

Videos

Product demos, reviews, and walkthroughs for Enlitic ENDEX.

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Frequently Asked Questions

Enlitic ENDEX is an AI-powered platform designed to extract and standardize clinical data from unstructured sources, such as radiology reports and physician notes. It uses natural language processing (NLP) and machine learning to transform this data into a structured, computable format, aiming to improve data quality for analytics, research, and operational efficiency.
Enlitic ENDEX is built with a strong focus on data privacy and security, adhering to regulations like HIPAA and GDPR. The platform employs robust de-identification techniques to protect patient health information (PHI) and ensures data is handled in a compliant manner throughout the extraction and standardization process.
Like all AI systems, Enlitic ENDEX's AI may have limitations or biases depending on the training data. Enlitic addresses this by continuously monitoring and validating the AI's performance, using diverse datasets for training, and providing transparency into the system's capabilities and limitations to users.
Enlitic ENDEX is designed for flexible integration with existing EHR systems and other hospital IT infrastructure. It utilizes standard APIs and interoperability protocols to ensure seamless data flow and minimize disruption to current clinical workflows.
While specific pricing models can vary, Enlitic ENDEX typically offers flexible pricing structures that may include subscription-based models, per-transaction fees, or tiered pricing based on data volume and features utilized. Physicians should consult directly with Enlitic for detailed pricing information tailored to their specific needs.
Yes, there are other AI solutions for clinical data standardization. Enlitic ENDEX differentiates itself through its advanced NLP capabilities, focus on high-quality data extraction from complex unstructured text, and its ability to deliver highly accurate and computable data for various downstream applications.
Enlitic provides comprehensive support and training for physicians and clinical staff using ENDEX. This typically includes onboarding assistance, user manuals, technical support, and ongoing educational resources to ensure effective utilization of the platform.

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Suggest an Edit → | Last Verified: 2026-07-26 | First Added: 2026-07-26
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