OUR SERVICES

Transform Raw Data Into Actionable Insights

At Ario Health, we help pharmaceutical manufacturers use large language models (LLMs) to analyze Real-World Data (RWD) to improve components throughout the full lifecycle from development to post-approval. Our AI and pharmaceutical experts integrate LLMs designed explicitly for the complexities of analyzing complex structured and unstructured RWD.

With Ario Health, we transform raw data into actionable insights that enable data-driven decisions that:

  • Accelerate drug discovery

  • Reduce development costs

  • Improve patient care outcomes

  • Streamline regulatory compliance

These insights advance  innovations, like Real World Data analysis and Real World Evidence generation, reducing development costs, expanding therapies, and speeding time to market. 

Our Commitment

Empowering the Life Sciences industry with advanced capabilities to unlock the hidden value in unintegrated, siloed Real World Data.  We deliver unprecedented speed, depth, and complexity of analyses through the innovative power of AI Large Language Models. Aiding in faster time-to-market, reduced development costs, and improved patient experiences.

Let Ario Health help move your research Intent to research Insight!

We assist businesses in achieving their research objectives through a meticulous assessment process, crafting a comprehensive profile of your AI requirements, business goals, budgets, timelines, and regulatory requirements.

Regardless of your use case, Ario Health has the solutions to realize your needs.

REALIZE YOUR VISION

  • Generate Real World Evidence to support studies for new therapies, indications, or applications.

  • Integrate scientific research sources like patents, clinical trials, and scientific papers to identify new drug candidates.

  • Analyze clinical data from numerous sources of structured and unstructured EHR data to improve identified outcomes, suggest trial designs, and test hypotheses

  • Integrate unique data sources like social media, demographics, EHTs,to carefully identify prime candidates

  • Process structured and unstructured patient feedback sources to detect potential adverse events earlier.

  • Combine multiple sources of socioeconomic data to identify unfound patterns in health access, economic status, demographics, and more

WE DELIVER SOLUTIONS THAT MAXIMIZE THE VALUE OF REAL-WORLD DATA

We transform the siloed, unconnected RWD into an integrated data library, easily analyzable using simple natural language prompts.  Our comprehensive consulting approach guides clients through the end-to-end process of LLM implementation, from assessing business objectives to handling data pre-processing and deployment. We deliver end-to-end solutions that supercharge your RWD analysis.

TRANSFORM YOUR RWD OPERATIONS

With Ario Health, pharmaceutical manufacturers can leverage LLM technology to uncover patterns, detect novel biomarkers, generate Real-World Evidence (RWE), and improve predictive accuracy.  Pharmaceutical manufacturers are now advancing innovation, reducing time-to-market, and enhancing patient outcomes.

ACHIEVE SUSTAINABLE SUCCESS

We build a program around your LLM operations for ongoing management and improvement. We emphasize continuous refinement and tailoring so that your AI programs consistently gain value through regular monitoring, tuning, and retraining of models. Our team optimizes LLM performance and periodically updates models, keeping companies at the forefront of AI-driven data analysis.

REALIZE YOUR VISIONS

Through a finely honed process designed specifically for the life sciences industry, Ario Health delivers actionable plans. Engaging in a thorough assessment process, we craft a detailed profile of your AI needs, business objectives, business constraints, and regulatory requirements. Once matched against our inventory of industry-leading components, we deliver an optimal solution plan that offers the best results.

REDUCING THE BARRIERS TO ADOPTION

Ario Health Removes The Constraints Preventing Your Actionable Insights

A steady stream of new Real-World Data is dramatically expanding with the continuous digitization of all aspects of healthcare data. This unprecedented expansion of wearables, personal diagnostic devices, EHR/EMR usage, and social media has opened up a dramatic amount of data for tactical and strategic decision-making.

Life Sciences firms struggle to cope with these new siloed data sources and types. As organizations are challenged to integrate these data assets, they too often remain disconnected from the wealth of other RWD sources.

Ario Health removes the barriers and costs that keep these datasets siloed, fundamentally expanding the number of analyses that firms can conduct without dramatic increases in resources. 

We design and implement your LLMs to parse the volumes of real-world data—both structured and unstructured—to expand the wealth of information feeding your AI engine.  Critically, we couple this with use-case-specific training and refinement of the LLM to ensure contextually relevant insights. Ultimately the quantity and quality of insights identified can be dramatically increased.

The industry can fundamentally transform the time, cost, and effort needed to bring new therapies to market.  From early research study design to clinical trial results to tracking patient engagement, LLMs can improve every aspect of the drug development lifecycle.

AI DESIGN & IMPLEMENTATION SERVICES

Ario Health offers a wealth of services to aid your organization through the AI transition, regardless of your size, maturity, or requirements.

  • Book With Light

    AI University

    Enroll in our advanced training sessions, where we guide companies on integrating AI into research, development, and clinical workflows, improving decision-making and accelerating innovation.

    Leverage hands-on learning experiences that demonstrate practical applications of AI tailored to the uses in life sciences, from drug discovery to regulatory compliance.

    Offered virtually or on-site for your team.

    ——————————-

    Topics Covered:

    - Solution component functionality overview

    - Similarities and differences of leading LLMs

    - Choosing LLMs

    - Natural language prompt creation

    - Regulatory and compliance challenges

    - Operational Best Practices

  • Book With Light

    RWD University

    Enroll in an intuitive and engaging course that will provide you with a comprehensive understanding of the fundamental principles of accessing, integrating, connecting, and analyzing Real World Data.

    Our curriculum will cover the essential aspects of selecting appropriate solutions, acquiring suitable data, and initiating natural language analysis.

    Offered virtually or on-site for your team.

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    Topics Covered:

    - Common RWD data types, values, and uses

    - New and upcoming RWD data types to consider leveraging

    - Leveraging unstructured data

    - Connecting and linking of RWD sources

    - Evaluating and selecting data sources

    - Regulatory and compliance challenges

    - Operational Best Practices

  • RWD Valuation

    Receive industry-targeted assessment of the market value of your real-world data (RWD). With increasing demand for high-quality, actionable data to drive healthcare innovations, maximize your return.

    Receive a comprehensive analysis of your datasets, leveraging advanced methodologies and market insights to determine their commercial value. Assess key attributes such as:

    Data Quality and Completeness: Ensuring datasets meet industry standards for usability and reliability.

    Accuracy and Freshness: Deliver the right data with the right frequency to maximize the accuracy and timeliness of insights.

    Relevance and Uniqueness: Evaluating the alignment of your data with market needs, including its uniqueness in competitive landscapes.

    Potential Applications: Identifying the diverse use cases for your data, from drug development and clinical research to regulatory submissions and health economics.

    Improvement Metrics: Identify ways to leverage existing of new data collection methods to increase the value and applicability of your data.

  • Assessment

    Readiness Assessment

    AI INTEGRATION STRATEGY:

    Outline the organizational preparations required for integrating artificial intelligence (AI) into novel workflows, processes, and solutions. This strategy should encompass a thorough evaluation of the organization’s end-to-end architecture, data privacy and protection measures, user access and control protocols, centralized process management, and other critical aspects essential for the effective, secure, and safe implementation of AI tools.

    AI ROADMAP:

    Define the sequential steps, processes, and actions necessary to execute the AI integration strategy. Ensure that AI implementation is not merely a superficial endeavor, but rather a comprehensive approach that positions the organization to harness the full potential of AI for enhanced business performance.

  • Evaluation

    Solution Evaluation

    Evaluate the multifaceted elements of your AI program that must converge to achieve your business objectives. Commence by defining your strategic and operational vision, which will serve as the guiding framework for assessing the diverse components necessary for the efficient development of an AI program.

    Our team will collaborate with your organization to thoroughly examine various aspects, including:

    - LLM selection

    - Model training data sources to be utilized

    - Training model configuration and setup

    - Data access and integration methodologies

    - Data privacy and protection measures

    - Training and tailoring of LLMs

    - Natural language prompts development

    These intricate and diverse decisions must be made with a focused approach to ensure that the resulting solution components align with the requirements of appropriateness, fit, and business value.

  • Implementation Roadmap

    Craft a tailored AI implementation roadmap for your organization to integrate AI into your operations.

    Assess current capabilities, identify high-impact areas for AI adoption, and develop phased, actionable plans that align with business goals, constraints, and regulatory requirements.

    Gain a comprehensive approach to navigating the complexities of AI in life sciences—from data readiness and model selection to deployment and ongoing optimization.

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    Components Included:

    - Implementation timeline

    - Implementation action plan and project plan

    - Project management plan

    - Solution configuration process and phasing

    - Sourcing and integration of RWD sources

    - Ongoing operational management plan

  • Team Meeting

    Program Management

    GOVERNANCE & OVERSIGHT:

    Ensure that your AI programs are effectively and efficiently operational. Our experienced consultants will collaborate with your diverse teams to design an effective Governance Program. We integrate your diverse stakeholders into a well-structured and coordinated team to comprehensively oversee that complex sets of requirements and demands are addressed effectively.

    MANAGEMENT:

    Ensure that multiple workstreams are initiated, executed, and completed within the designated time frame and sequence to maintain the progress of your program on schedule, within budgetary constraints, and adhering to its scope.

Biotechnology Manufacturer

“We brought on [Ario] to help us get a solid sense of our data inventory so that we could create a new RWE study using the data sources we already had integrated.”

“[Ario] has helped us develop a new roadmap for integrating new sources of data and expanding our LLM to drive new innovations.”

— SVP, Data & Analytics, Biotechnology Startup.

“We went from the planning to stage to a detailed implementation plan for a new [LLM] for tracking patient engagement in under 6 weeks”

— SVP, Data & Analytics, Biotechnology Startup.

TAILORED TO YOUR NEEDS

Ario Health supports organizations of all sizes, verticals,  and complexities, ranging from emerging startups just beginning to established market leaders operating sophisticated AI programs.

Regardless of your current stage of development, we are committed to making your visions a reality.