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Datafoundry: Innovative Data Science Solutions to Revolutionize Enterprise Data Management and Improve Health Outcomes

datafoundry Revolutionizing Life Sciences Industry with AI-Powered Platforms and Strategic Partnerships!

Managing data can be a daunting task. It’s like trying to organize a chaotic closet that’s filled with clothes you haven’t worn in years. You know you have to do it, but you keep putting it off because it seems like an insurmountable challenge. But fear not, dear reader, because we’re here to help you tackle your data management woes.

In today’s fast-paced world, where information is constantly being created and shared, it’s more important than ever to have a system in place to manage your data effectively. Whether you’re a small business owner or a busy individual, having a strategy to organize and utilize your data can save you time, money, and headaches.

Ladies and Gentlemen, allow us to introduce you to Datafoundry – the immersive tech genies who work their magic to help you harness the potential of your data. These guys are on a mission to help you unlock the untapped value of your data assets. With their expert team on board, you can bid adieu to the chaos of managing piles of data and instead focus on the insights it holds. They use cutting-edge technology and innovative solutions to help you streamline your data management process, extract insights and visualize your data like never before.

It has an exemplary track record of providing unparalleled results to major global firms from various industries, including life sciences, retail, and healthcare. With the company’s expertise in product and platform development for life sciences, plus the latest technology in AI/ML, Data Science, and more, customers can be confident that their data is in the best of hands.

No more getting stuck on indecisive analysis or imprecise conclusions! The masterminds at Datafoundry have harnessed the power of AI and machine learning to help you make smart business decisions and outmaneuver your competition. Their founders recognized the challenges inherent in running a data-driven business and set out to provide the most advanced and cost-effective technologies available. With datafoundry’s groundbreaking analytics, you can take your data game to the next level and leave your competitors in the dust.

So why settle for mediocrity when you can join the ranks of the data elite with datafoundry?

We sat down with Saurav Roy of datafoundry to explore further the insights of their data-driven solutions. We discussed the potential of leveraging data to drive decisions and how datafoundry’s services can help companies maximize their data-driven potential.

Unlock the Transformative Power of Data-Driven AI

The past decade has seen an exponential increase in data generation, from 1.2 trillion gigabytes to 59 trillion gigabytes. That’s why datafoundry was founded – to help businesses unlock the transformative potential of data-driven AI and extract the maximum value from their data. Their team realized that despite the rapid growth in data generation, many companies are struggling to take advantage of this powerful resource. They strive to provide the solutions that enable businesses to make the most of their data – and maximize the potential of this data-driven AI revolution.

With a deep understanding of data science, AI/ML engineering, software development, cloud architecture, and domain knowledge, they set out to revolutionize the pharmaceutical and healthcare industries by leveraging innovative technology to increase the efficiency and effectiveness of business processes. Through the integration of data, AI, and life sciences, their ultimate goal is to enable breakthroughs in process excellence and healthcare outcomes. Their commitment to innovation is an essential part of the company’s evolution and growth.

Reinventing Data Management with datafoundry

Datafoundry is an innovative data science company founded in 2016 by experienced industry veterans with a mission to revolutionize the way enterprises manage their data. Their founders saw that the ever-growing complexities of data-driven businesses had become difficult and expensive to manage, so they set out to provide businesses with the most cost-effective and cutting-edge technologies to help them make the most of their data and analytics.

They have already completed successful projects for major global enterprises in a variety of industries such as life sciences, retail, and healthcare. With datafoundry, you can trust that your data is in the best hands.

Drawing from their experience in developing products and platforms for life sciences companies, the founders of datafoundry have been inspired to create their own data and analytics platform that utilizes the full power of AI/ML and Data Science for improved health outcomes. As the driving force behind datafoundry, they are dedicated to their mission of streamlining data management and giving enterprises the capability to make informed decisions through data-driven insights.

Datafoundry’s Mission to Enable Digital Transformation

At datafoundry, their mission is to enable digital transformation in the life sciences and healthcare industries through the power of AI, ML, and analytics. They believe that by leveraging data, AI, and actionable insights, they can empower companies to make more informed and timely decisions. Their team of experts specializes in data integration, AI, and actionable insights to ensure life sciences companies maximize the potential of the latest technologies and best practices to achieve improved outcomes.

They strive to help their customers transform their scattered data into valuable insights that drive meaningful results, ultimately allowing them to save time and resources so they can focus on the important work of improving health outcomes. Their strong investment in AI capabilities sets them apart and gives them unparalleled value to their customers. These values are at the core of their company and guide their mission to revolutionize the life sciences and healthcare industries through digital transformation. By leveraging cutting-edge AI technology, they are empowering their customers to make better decisions faster.

Revolutionizing Life Sciences

datafoundry focus is on bringing AI-powered digital transformation for Life Sciences companies leading to improved health outcomes.

The team at datafoundry provides an integrated solution for Safety Case Processing and Submissions, Signal and Risk Management for the Safety Vigilance of Medicines, Cosmetics, Nutraceuticals, and Medical Devices.

Their specialized services are designed to help pharma, medical devices, cosmetics, and nutraceutical companies and CROs with outdated Safety systems to modernize and streamline their Safety Vigilance processes, ensuring the safety and well-being of their customers. With their integrated solution, you can ensure compliance with the latest regulations and standards while protecting the health of your consumers.

Their focus in the AI domain is to automate data collection for safety cases and reduce review cycle times, improving compliance and providing regulatory and other functions with insights on how to improve product safety and efficacy. By leveraging AI components, they can provide process automation and analytics/insights, allowing for maximum efficiency with minimal human intervention. The integration of various systems gives a comprehensive view of product safety, enabling a proactive approach to signal and risk management. This ensures that the process is streamlined, guaranteeing faster, more accurate results.

They provide automated case creation of ICSR from narrative and any documents, customizable clinical flags, seriousness prediction, causality prediction, active & passive surveillance, advanced analytics, and reporting and collaboration features using AIML. Their solutions offer an effective way to improve user safety and health outcomes in various sectors, including Pharma, Biotech, and Cosmetics companies. By leveraging the power of Artificial Intelligence and Machine Learning, their solutions provide an efficient system to monitor and analyze safety signals and improve patient outcomes.

Data Challenges Solved

The biggest challenge that comes to mind when it comes to Machine Learning and Deep Learning is the availability of data. With the need for large datasets, sharing of data is often restricted due to privacy, security, regulatory, and other concerns. To overcome this, they tap into publicly available credible databases from regulatory authorities like the FDA.

Additionally, some of their customers bring their data, which they use to build models that can provide them with more precise solutions.

The quality of data is of utmost importance, as poor quality data can lead to inaccurate predictions when using models. To ensure data quality, they focus on its validity, accuracy, consistency, and completeness through data cleansing and substitution techniques. Anomalies in data are identified based on certain patterns and then verified with the source where possible. In some cases, missing data elements are filled in using statistical and ML models. To ensure accuracy, data is also verified with other sources to validate its quality.

Annotating large data sets to build models can be a costly, laborious and time-consuming task. The available tools on the market often fall short of delivering satisfactory results. They rely heavily on automation techniques, online tools, and human interventions via SMEs and interns to complete the remaining work. Unfortunately, the expertise and effort required to effectively complete these tasks can be extremely costly and time-consuming. To combat this, they offer an innovative solution that leverages modern technology to streamline the process and reduce costs.

To ensure consistent, accurate predictions, a large and balanced dataset is essential for training. However, Explainable AI (XAI) is still lacking in terms of providing reasoning as to why a prediction was made.

As of today, they manually try to explain the predictions they make to their customers and have them validated by domain experts. Additionally, their clients often use their existing processes to verify the outcomes. With XAI, they can anticipate a more reliable and transparent way of making decisions with confidence.

Revolutionize Workflows in Healthcare with AI
By leveraging the power of AI, they help healthcare businesses identify and automate labor-intensive and inefficient workflows within their business processes. Their deep understanding of the healthcare industry allows them to study key workflows and pinpoint areas that could be improved with automated solutions. They empower healthcare businesses to work smarter, not harder and reduce the strain of manual processes.

From a solutions perspective, the problem is identified and a tailored selection of ML/DL models and algorithms are tested and evaluated to find the optimal solution. A variety of reusable components and models are leveraged and custom-developed to the organization’s specific needs. In some cases, existing models and algorithms must be further trained or re-trained with the organization’s data to achieve the desired results.

Driving Market Leadership in Cosmetovigilance and Literature Analysis
Datafoundry is revolutionizing the Life Sciences industry with AI-powered products from its DF Digitalize AI platform. This platform provides multiple use cases across the life sciences domain, from drug discovery to clinical development, manufacturing, sales, and regulatory compliance. The DF Digitalize AI platform roadmap includes specific solutions tailored to various business functions within the Life Sciences and Healthcare domains. Additionally, datafoundry is entering into strategic partnerships with leading technology firms to maximize the synergy of their product engineering services. With these exciting new developments, datafoundry is positioning itself as a leader in the Life Sciences industry.

Datafoundry’s DF mSafety AI platform has just been implemented at one of the top cosmetics companies in the world, paving the way for the company to become a market leader in the Cosmetovigilance space in the next 12-24 months. Additionally, their DF mLiterature AI product, which automates Literature Review and Monitoring of Medical and Scientific literature, is now being implemented at a major research institute in Australia and a global consumer pharma company. These anchor customers will allow datafoundry to strongly penetrate this niche business segment. Furthermore, datafoundry plans to introduce a fully AI-powered Real World Data (RWD) solution to enable efficient design and conduct of clinical trials using real-time data from Electronic Health Records, Wearables and Social Media.

DF Safety 4.0 Cloud Framework

The DF Safety 4.0 is a cloud-based AI Safety Framework with a Data Fabric-based architecture.

The DF Safety 4.0 utilizes a data fabric approach that facilitates seamless integration and efficient data management between various systems such as Safety Database, Signal and Risk Management, Literature Monitoring, Regulatory Intelligence Monitoring, Document Management System, and Labeling System. This framework offers a secure and compliant cloud-based infrastructure that is easy to deploy, ensuring the smooth flow of data among these systems and other relevant systems.

DF Health 4.0 Cloud Platform

DF Health 4.0 Cloud – is used by some of the biggest names in the Life Sciences domain, helping them save time and money while ensuring that their products meet regulatory standards with faster time to market.

Crafted by industry specialists and driven by artificial intelligence, DF Health 4.0 Cloud presents unparalleled solutions for Clinical, Safety, and Regulatory domains. DF Health 4.0 constitutes a savvy Cloud Platform that provides Software as a Service (SaaS) merchandise and technological amenities that cater to sponsors and CROs, enabling them to optimize their data’s potential throughout the various stages of pharmaceutical research, development, and post-marketing.

Advantages:

  • Scalable: Microservices and based resilient architecture – handle both streaming and offline data.
  • Robust: Handles any amount of traffic and data sizes.
  • Secure: End-to-end data protection using encryption and ciphers with a multi-layered security ring against cyber attacks.
  • Plug n Play: Supports industry-standard data transfer protocols and data formats for interoperability with other pipelines.
  • Flexible: Fast customization of solutions in SaaS model and deployment in both natively hosted or customer’s environments.
  • Support: Create new or customize existing data extractors, transformers, and infographics library modules, or do a what-if analysis using their ML models with their knowledgeable 12×5 customer support staff.

DF Health 4.0 Cloud helps to:

  • Focus your efforts on medical science than managing data through manual processes
  • Improve the customer experience and the reputation of your organization and capabilities.
  • Reduce costs and increase operational efficiency.
  • Accelerate innovation through cost-effective digital transformation.

DF Health 4.0 solves the problem by providing:

  • A validated Data Digitization Pipeline.
  • AI-Powered Modular Products.
  • Medical NLP & Deep Learning Models.
  • Highly Accurate OCR and Text Analysis Engines.
  • Custom Product Engineering & AI Labeling.

This product is intended for:

  • Chief Technology Officer
  • Drug Safety Specialist
  • Clinical Trial Manager
  • Label Manager
  • Director of Compliance
  • Compliance Manager
  • Clinical Analyst
  • Data Specialist
  • Director Life Science
  • Technology Manager

DF mAuthor AI

Reimagine Document Authoring with the power of AI

DF mAuthor AI, developed by datafoundry, is an all-encompassing tool that enables the creation and upkeep of different clinical and regulatory documents. Additionally, it can also be utilized for functions like Manufacturing and Sales & Marketing. Its main application is the efficient authoring of clinical documents such as Protocols, Literature Reviews, Study Reports, CERs, and Safety Aggregate Reports.

DF mSignal AI

DF mSignal AI is a highly effective signal management system designed for a range of products, including drugs, cosmetics, vaccines, nutraceuticals, food supplements, and medical devices. The system provides advanced coverage of signal detection and risk management, ensuring accurate and comprehensive insights. By analyzing drug-event combinations, DF mSignal AI offers a powerful set of analytics and insights that enable active and passive surveillance of signals. The system automatically generates statistical scores from safety data ingested from multiple regulatory agency portals and company safety databases. This allows users to monitor potential risks and generate signal reports together. The multi-format data representations provided by DF mSignal AI make it easy to collaborate and work together to manage risk effectively. With its advanced capabilities and comprehensive coverage, DF mSignal AI is an essential tool for anyone involved in the development, distribution, or management of products in the medical and wellness industries.

DF mSignal AI is a modular, scalable and secure signal management system that can be integrated with DF mSafety AI and other leading safety databases.

DF mSafety AI

DF mSafety AI is a safety platform that operates on the cloud and harnesses the capabilities of AI/ML and automation to provide efficient and user-friendly Safety Case Management and Signal Detection for various industries, including Drugs, Cosmetics, Neutraceutical and Medical Devices. DF mSafety AI is constructed using datafoundry’s Integrated Cloud Platform – DF Safety 4.0. This platform supports secure and scalable Safety Case and Signal Management driven by AI/ML, pre-built connectors to enterprise systems, and compliance with regulatory requirements and industry standards.

The cloud-based nature of the platform allows for accessibility from any location with an internet connection, providing flexibility and convenience for users. DF mSafety AI streamlines and automates safety processes, enabling businesses to save time, reduce costs and improve overall safety management. The technology also enhances accuracy, providing efficient and reliable results for companies’ safety needs.

Built by industry experts with decades of experience joining hands with a team of world-class data scientists and ML pioneers, DF mSafety AI is the solution to address your key challenges in Safety Management – from case intake and triage through medical review and regulatory submission.

The below key components of DF mSafety AI are also available as stand-alone products that can be integrated with customers’ existing Safety Databases:

  • AI-powered Case Intake from Multiple Sources and Case Triage
  • Signal Detection and Risk Management
  • Literature Monitoring for Safety

This product is intended for:

  • Drug Safety Specialist
  • Pharmacovigilance Manager
  • Clinical Analyst
  • Clinical Research Associate
  • Clinical Manager
  • Clinical Coordinator

DF mLiterature AI

Literature Monitoring and Review – DF mLiterature AI

DF mLiterature AI, developed by datafoundry, is an innovative literature review solution powered by artificial intelligence (AI). Its applications range from Systematic Literature Reviews (SLRs) to Meta-Analysis, PV Literature Monitoring and Clinical Evaluation Reports. This state-of-the-art software has the capability to search through databases such as PUBMED and EMBASE, and can even be customized to include internal literature, with options for regulatory report submission.

DF mLiterature AI utilizes advanced deep learning models to analyze and establish relationships within the literature at an unprecedented pace. This feature sets it apart from other solutions in the field, as it enables users to conduct their review more efficiently than ever before. The solution’s intuitive interface and customizable search criteria make it a valuable tool for researchers and professionals alike, providing them with the insights they need to make informed decisions and produce high-quality literature reviews.

DF mLabel AI

AI-powered Label Management – DF mLabel AI

DF mLabel AI is an advanced solution designed to resolve key issues in Label Management for Life Sciences firms, primarily Data Quality and Manual QC. This AI-powered tool facilitates the process of reviewing, editing, and labeling your products with safety compliance. By utilizing DF mLabel AI, companies can efficiently manage, organize, and monitor product information. It is a straightforward and effective method of label management and review that automates the entire Label QC process. From receiving and processing artwork to creating Digital Labels for trials and post-marketing, DF mLabel AI streamlines the process and reduces manual intervention.

DF mLabel AI’s NLP division is at the forefront of data digitization, constantly innovating to overcome complex labeling challenges. This revolutionary tool is a game-changer, and it provides Life Sciences firms with an edge by solving the most critical issues in the Label Management process.

DF mTrials AI

Datafoundry believes that even for complex trials, setting up and capturing data can be achieved in a simple and user-friendly manner. To accomplish this, they have developed DF mTrials AI and DF ePRO AI, the first solutions in their Clinical Trials product line. DF mTrials AI with Randomization and DF ePRO AI are modern SaaS solutions that can help you begin your clinical trial much more quickly than other tools on the market. The fully configurable product does not require a Clinical DB Programming team to set up the trial. Creating an eCRF is so straightforward that your trial team will not need to wait for weeks to enroll subjects and commence the study. DF mTrials AI provides a powerful set of tools to enable customers to harness data technology and turn their research into reality.

Ultimately, datafoundry has created user-friendly solutions to enable a simpler, faster, and more efficient clinical trial setup and data capture process. DF mTrials AI and DF ePRO AI offer a flexible and configurable interface that does not require any specialized programming skills, allowing your team to begin their study more quickly and seamlessly.

This product is intended for:

  • Clinical Research Coordinator
  • Clinical Research
  • Clinical Research Manager
  • Clinical Research Scientist

Accolades

AI Game Changer Award 2022 by NASSCOM

The post Datafoundry: Innovative Data Science Solutions to Revolutionize Enterprise Data Management and Improve Health Outcomes appeared first on Insights Success.



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