AI/ML Services

AI/ML Services

AI/ML Services

Turn Complex MedTech & Life Sciences Data Into Scalable, Compliant AI/ML Development Services

You're sitting on a lot of valuable data, but making sense of it and putting it to work isn't easy. At Estenda, we help you design and build AI and machine learning solutions that actually solve your toughest challenges.

Whether you're developing intelligent devices, accelerating diagnostics, or improving research efficiency, we turn your data into real-world tools that make a measurable difference.

Schedule Your Free AI Consultation

Schedule Your Free AI Consultation

Schedule Your Free AI Consultation

AI-Powered Innovation for MedTech & Life Sciences


You need more than just algorithms—you need compliant, scalable AI solutions that integrate seamlessly with your products, research, and operations.


We specialize in helping MedTech and Life Sciences organizations harness artificial intelligence and machine learning to:


  • Identify risk, screening, and disease detection.

  • Personalized treatment planning.

  • Automate repetitive workflows and reduce administrative burden.

  • Optimized patient monitoring and management.

  • Improved device performance and patient outcomes using real-time data.

  • Make clinical and research decisions faster with predictive insights.

  • Education, training, testing/evaluation, and implementation of Large Language Models (LLMs) and Agent AI.

  • Stay fully compliant with ISO 13485, HIPAA, FDA, and global regulatory standards.


Whether you're bringing a new product to market or upgrading legacy systems, we build with your long-term success in mind.

AI/ML Services for MedTech & Life Sciences

Our AI and machine learning experts partner with you from strategic planning to implementation, helping you leverage AI/ML to drive efficiency, improve decision-making, and enhance patient care.

Generative AI (LLM)

Get More Value from Your MedTech or Research Data

You're generating more data than ever, but are you getting the insights you need? Our data science solutions help you find patterns, predict outcomes, and make smarter decisions at every stage of development, clinical research, or patient care.


  • Strategic Data Consulting

  • Predictive Modeling and Analytics

  • AI-Powered Automation

Data Science

Machine Learning

MLOps

Data Analytics

Generative AI (LLM)

Get More Value from Your MedTech or Research Data

You're generating more data than ever, but are you getting the insights you need? Our data science solutions help you find patterns, predict outcomes, and make smarter decisions at every stage of development, clinical research, or patient care.


  • Strategic Data Consulting

  • Predictive Modeling and Analytics

  • AI-Powered Automation

Data Science

Machine Learning

MLOps

Data Analytics

Generative AI (LLM)

Get More Value from Your MedTech or Research Data

You're generating more data than ever, but are you getting the insights you need? Our data science solutions help you find patterns, predict outcomes, and make smarter decisions at every stage of development, clinical research, or patient care.


  • Strategic Data Consulting

  • Predictive Modeling and Analytics

  • AI-Powered Automation

Data Science

Machine Learning

MLOps

Data Analytics

Related Case Studies

Real Results from Real AI in MedTech & Life Sciences

We’ve helped MedTech companies improve diagnostics, reduce R&D timelines, and scale faster with custom AI and machine learning solutions. Check out how we’ve delivered results—without compromising compliance or quality.

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Expanding Diabetic Retinopathy Screening for Indian Health Service (IHS)

Joslin Diabetes Center

Expanding Diabetic Retinopathy Screening for Indian Health Service (IHS)

Joslin Diabetes Center

Expanding Diabetic Retinopathy Screening for Indian Health Service (IHS)

Joslin Diabetes Center

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From Our Experts

Explore expert articles and blogs covering industry trends, best practices, and innovative applications of AI/ML in healthcare.

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ai medical diagnosis​

How AI Medical Diagnosis Is Reducing Diagnostic Errors and Delays in Healthcare

ai medical diagnosis​

How AI Medical Diagnosis Is Reducing Diagnostic Errors and Delays in Healthcare

technological advancements in smart devices

Technological Advancements in Smart Devices: How MedTech Companies Can Stay Ahead with AI and IoT

technological advancements in smart devices

Technological Advancements in Smart Devices: How MedTech Companies Can Stay Ahead with AI and IoT

personalized medicine

The Growing Impact of AI on Personalized Medicine: What’s Next?

personalized medicine

The Growing Impact of AI on Personalized Medicine: What’s Next?

ai medical diagnosis​

How AI Medical Diagnosis Is Reducing Diagnostic Errors and Delays in Healthcare

technological advancements in smart devices

Technological Advancements in Smart Devices: How MedTech Companies Can Stay Ahead with AI and IoT

personalized medicine

The Growing Impact of AI on Personalized Medicine: What’s Next?

remote patient monitoring

How Remote Patient Monitoring (RPM) Software Is Being Reimagined with AI

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Frequently Asked Questions

What are custom AI/ML solutions—and why do they matter?

Custom AI/ML solutions are built around your specific data, workflows, and regulatory requirements. Unlike off-the-shelf AI tools, we develop models that work with your medical devices, research platforms, or digital health products. The result? Smarter, faster, more accurate solutions that scale with your business—and meet all compliance requirements from the start.

How much does it cost to develop an AI/ML solution for MedTech or Life Sciences?

Costs vary depending on your goals, data readiness, regulatory environment, and system complexity. A targeted AI module for diagnostics may require a modest investment, while full-scale platform integrations or predictive research systems can involve more. Let’s talk—our free consultation will give you a tailored estimate based on your needs.

How do you choose the right AI/ML model for my use case?

We look at your data types, target outcomes, and industry context—whether it’s imaging, clinical trial data, or patient telemetry. Our team evaluates and recommends the right architecture—deep learning, traditional ML, reinforcement learning, or hybrid models—to ensure accuracy, transparency, and regulatory readiness.

Can AI/ML integrate with my existing software or medical systems?

Yes. Whether you’re running a medical device, clinical trial platform, or EMR system, we design AI solutions that fit into your existing ecosystem. Using secure APIs, cloud services, and microservices architecture, we ensure smooth, low-risk integration.

How can AI improve the user experience (UX) in MedTech products?

AI enhances UX by making your products smarter, faster, and easier to use. For example:

  • Personalized interfaces based on clinician or patient behavior.

  • AI chatbots for support or education.

  • Predictive navigation to guide user decisions.

  • Voice/image recognition for touch-free interaction.

All of this leads to better usability, higher adoption, and stronger outcomes.

What are some real examples of custom AI/ML in MedTech and Life Sciences?

  • AI-powered diagnostic tools for earlier disease detection.

  • Predictive analytics platforms for clinical trial management.

  • Intelligent medical devices with real-time data feedback.

  • Automated research assistants to speed up R&D.

  • Regulatory-ready dashboards for FDA reporting.

Whatever you’re building, AI can help you do it better—and we can help you get there.

What are custom AI/ML solutions—and why do they matter?

Custom AI/ML solutions are built around your specific data, workflows, and regulatory requirements. Unlike off-the-shelf AI tools, we develop models that work with your medical devices, research platforms, or digital health products. The result? Smarter, faster, more accurate solutions that scale with your business—and meet all compliance requirements from the start.

How much does it cost to develop an AI/ML solution for MedTech or Life Sciences?

Costs vary depending on your goals, data readiness, regulatory environment, and system complexity. A targeted AI module for diagnostics may require a modest investment, while full-scale platform integrations or predictive research systems can involve more. Let’s talk—our free consultation will give you a tailored estimate based on your needs.

How do you choose the right AI/ML model for my use case?

We look at your data types, target outcomes, and industry context—whether it’s imaging, clinical trial data, or patient telemetry. Our team evaluates and recommends the right architecture—deep learning, traditional ML, reinforcement learning, or hybrid models—to ensure accuracy, transparency, and regulatory readiness.

Can AI/ML integrate with my existing software or medical systems?

Yes. Whether you’re running a medical device, clinical trial platform, or EMR system, we design AI solutions that fit into your existing ecosystem. Using secure APIs, cloud services, and microservices architecture, we ensure smooth, low-risk integration.

How can AI improve the user experience (UX) in MedTech products?

AI enhances UX by making your products smarter, faster, and easier to use. For example:

  • Personalized interfaces based on clinician or patient behavior.

  • AI chatbots for support or education.

  • Predictive navigation to guide user decisions.

  • Voice/image recognition for touch-free interaction.

All of this leads to better usability, higher adoption, and stronger outcomes.

What are some real examples of custom AI/ML in MedTech and Life Sciences?

  • AI-powered diagnostic tools for earlier disease detection.

  • Predictive analytics platforms for clinical trial management.

  • Intelligent medical devices with real-time data feedback.

  • Automated research assistants to speed up R&D.

  • Regulatory-ready dashboards for FDA reporting.

Whatever you’re building, AI can help you do it better—and we can help you get there.

What are custom AI/ML solutions—and why do they matter?

Custom AI/ML solutions are built around your specific data, workflows, and regulatory requirements. Unlike off-the-shelf AI tools, we develop models that work with your medical devices, research platforms, or digital health products. The result? Smarter, faster, more accurate solutions that scale with your business—and meet all compliance requirements from the start.

How much does it cost to develop an AI/ML solution for MedTech or Life Sciences?

Costs vary depending on your goals, data readiness, regulatory environment, and system complexity. A targeted AI module for diagnostics may require a modest investment, while full-scale platform integrations or predictive research systems can involve more. Let’s talk—our free consultation will give you a tailored estimate based on your needs.

How do you choose the right AI/ML model for my use case?

We look at your data types, target outcomes, and industry context—whether it’s imaging, clinical trial data, or patient telemetry. Our team evaluates and recommends the right architecture—deep learning, traditional ML, reinforcement learning, or hybrid models—to ensure accuracy, transparency, and regulatory readiness.

Can AI/ML integrate with my existing software or medical systems?

Yes. Whether you’re running a medical device, clinical trial platform, or EMR system, we design AI solutions that fit into your existing ecosystem. Using secure APIs, cloud services, and microservices architecture, we ensure smooth, low-risk integration.

How can AI improve the user experience (UX) in MedTech products?

AI enhances UX by making your products smarter, faster, and easier to use. For example:

  • Personalized interfaces based on clinician or patient behavior.

  • AI chatbots for support or education.

  • Predictive navigation to guide user decisions.

  • Voice/image recognition for touch-free interaction.

All of this leads to better usability, higher adoption, and stronger outcomes.

What are some real examples of custom AI/ML in MedTech and Life Sciences?

  • AI-powered diagnostic tools for earlier disease detection.

  • Predictive analytics platforms for clinical trial management.

  • Intelligent medical devices with real-time data feedback.

  • Automated research assistants to speed up R&D.

  • Regulatory-ready dashboards for FDA reporting.

Whatever you’re building, AI can help you do it better—and we can help you get there.