• OUR SOLUTIONS AT WORK Machine Learning Ops | AI Business Strategy | Natural Language Processing

Scalable Healthcare AI Solutions

Our client is a pioneering healthcare AI startup focused on extracting critical information from patient data to provide actionable clinical insights.

Objectives

The client had an existing system to extract patient information, but no platform to display insights to clinicians.

The solution  needed to incorporate modern health-tech features such as patient search, role-based access control (RBAC), and data visualization.

The solution needed to ensure enterprise-grade security, stability, and scalability as user load & demand increases in production environments.

Solutions

EX Squared developed a comprehensive AI web app using the MERN stack that enables advanced search while ensuring role-based secure access to sensitive data.

  • Designed interactive data visualization of clinical insights with charts & dashboards.
  • Built an advanced AI document parser to answer clinicians’ questions, with source citation pointers and chat context persistence for asking followup questions.
  • Built a retrieval augmented generation pipeline with GPT and a variety of vector DB customer options including Weaviate, Elasticsearch and Azure Cognitive Search.
  • Enhanced the SaaS solution to be cloud-agnostic, allowing seamless deployment on each customer’s own cloud provider while still maintaining high performance and security/privacy for clinical records.
  • Implemented cloud ML Ops to streamline the deployment and management of AI models.
  • Deployed in a Kubernetes cluster for enterprise stability, security & scalability.

Results

EX Squared developed a cloud-independent, secure application built with advanced capabilities for the future, helping this healthcare startup meet compliance requirements and expand their market presence. Our ongoing collaboration continues to drive innovations for clinicians, researchers, and patients alike.

Talk with us

Let us know how we can help shape your future.

Sahil Dhawan​​

General Manager, India

Leading our international development and data science teams Sahil leads a team of over 200 highly skilled senior technologists. creating an award Winning culture has resulted in a team that delivers a level of excellence unmatched by our global competitors.

JW

Head of Design

With digital product design leadership and experience forged at great brands like Capital One, Intuit and Match®, among others, JW brings the deep experience our clients demand in order to launch award winning digital products that delight and amaze users.

Steve Darnell​​

Chief Financial Officer​

Steve Darnell is a strategic financial executive with deep experience in driving fiscal performance, operational efficiency, and long-term value creation. As CFO at EX Squared, he leads financial planning and analysis, capital strategy, and risk management while partnering across teams to align financial goals with company growth. Steve brings a data-driven mindset and a strong foundation in corporate finance, helping steer the organization through key investment decisions and scalable business initiatives.

Johanna Fernandez​

General Manager, LATAM

With over 15 years of experience in human resources and business administration, Johanna brings unique insights into stakeholder & conflict management, driven by my commitment to human development. As a licensed Practitioner of NLP and certified in Management 3.0, she is dedicated to creating collaborative environments and driving business success through effective management, conflict resolution, negotiation, and process improvement. Additionally, Johanna is a fierce advocate for women's equity in the tech industry, striving to break barriers and foster diversity and inclusion.

Mike Peloquin​​

VP

It's not every day you get to work with amazingly talented people. I'm thrilled to say I do. They're not just the people who work here at EXSQ; they're the people we collaborate with at our clients. Together we form brilliant digital product ideas into innovative enterprise-scale digital products for some of the world's best brands. We set the highest standards, we work damn hard and we have a blast doing it.

Lisa Carolan​

VP, Delivery and Operations​

Lisa brings energy and innovation to analyze needs and define technology solutions to meet our customer goals. Her experience spans recognizable brands including HP, Sony, Lennar Homes, SLB, and Bank of America along with startup and growth phase organizations.

With two decades of experience spanning major brands like HP, Sony, Lennar Homes, and Bank of America, as well as startups, Lisa excels at driving results-focused strategies that align with client goals. Her expertise in designing and implementing technology has helped organizations innovate and scale, ensuring measurable engagement and outcomes that drive mutual success.

Krishna Murthy

Chief Executive Officer

With a proven track record in helping businesses navigate the digital disruption occurring around them, his background is solidly founded in digital transformation. Under his leadership, EXSQ has grown into a premier technology partner, serving clients large and small. Krishna’s management philosophy is based on the principle of servant leadership and putting our clients first in all we do here at EXSQ, and he has set the benchmarks for how we hire and retain the finest talent possible, fostering a culture of excellence at EXSQ.

Krishna’s expertise spans technology leadership, eCommerce and SaaS development, mergers and acquisitions, and global business operations. He has notable experience in strategic planning, investor relations, and board-level interactions. With experience across companies at varying stages of maturity, Krishna also leads initiatives in data science, AI, analytics, and talent development, ensuring EXSQ remains at the forefront of innovation and operational excellence.

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