First-of-its-Kind Pharmacogenomics Ecosystem with an AI & Product Strategy

After envisioning a disruptive solution for the healthcare and life sciences industry, a visionary company approached us with an ambitious goal: to build an intelligent platform that could close the gaps between diagnostics, treatment, and outcomes. They had a strong vision but lacked the technical strategy to bring it to life. Our AI data scientists, product manager, and solution architect partnered with them to design and execute a comprehensive AI and product strategy, architecting a first-of-its-kind pharmacogenomics ecosystem.

Today, this solution integrates labs, EHR systems such as EPIC through a proprietary, unique, and highly effective approach, along with pharmacies and diagnostic networks into a unified platform. It delivers real-time evidence-based insights at the point of care, improves patient outcomes, and drives significant business growth. The platform is now recognized as a pioneering healthcare innovation in the U.S. and continues to scale rapidly as a market leader.

Technology Used: Agentic AI Engines, Python, PostgreSQL, ReactJS, BioMed LLM Models

A healthcare integration and intelligence company dedicated to transforming how providers deliver evidence-based diagnosis and treatment. Their mission is to become the #1 diagnostic and treatment decision-support platform by getting the right information to the right point of care at the right time. The platform streamlines lab and pharmacy workflows for providers, clinics, and diagnostic networks, while connecting fragmented systems across the diagnostic-to-treatment lifecycle. Its outcome-centric design ensures that every system event, from test order to medication fulfillment, is tied to measurable patient outcomes.

10X Achieved Growth ↑
34% Improved Provider Decision-Making↑
3X Company Valuation ↑

Industry

Life Sciences (Biotechnology Research)

Business Problem

  • Lacking Single Source of Patient Truth: Fragmented EHRs, lab, and pharmacy systems created silos that blocked unified patient visibility. Providers lacked real-time access to vital and history, delaying care decisions, slowing workflows, and preventing seamless, coordinated care delivery across the patient journey.
  • Unclear Value of Genetic Testing: Providers often lacked contextual intelligence to determine when genetic testing was clinically necessary, while patients misunderstood its value. This led to underutilization, weak engagement, and missed opportunities to personalize treatments through pharmacogenomics-guided insights.
  • Breakdowns in Care and Diagnostic Tracking: Diagnostic workflows lacked synchronization, with missed, duplicated, or incomplete test orders. These gaps caused delays, billing losses, and diagnostic errors, weakening continuity of care and reducing efficiency from initial testing through treatment decision-making.
  • Difficulty Integrating New Digital Tools: Technologies like Ambient Digital Scribe and Digital Front Door are becoming foundational but embedding them into pharmacogenomics workflows proved complex. Poor integration slowed adoption, disrupted workflows, and limited providers from leveraging their full potential for patient care.

Solution Approach

  • End-to-End AI Care Pathway: We developed an AI-powered roadmap that aligned the entire care lifecycle, from symptom onset through diagnosis, testing, prescriptions, monitoring, and outcomes. This provided complete visibility, real-time decision support, and ensured faster, safer, and more coordinated patient journeys.
  • Seamless EHR and System Integration: Achieved integration with EHR systems such as EPIC using a proprietary, unique, and highly effective approach. This eliminated silos, enabled smooth interoperability, and ensured providers had accurate, up-to-date patient information at every step of care.
  • AI-Based Testing Recommendations: We enabled real-time AI analysis of patient data as providers entered it, automatically flagging when genetic testing was clinically necessary. The system pre-filled test details, routed them to the right lab partner, and tracked progress to minimize errors and delays.
  • Actionable Insights for Providers & Patients: Lab results were automatically interpreted into clinically actionable insights for providers. For patients, results were translated into clear, easy-to-understand language, creating an engagement layer that improved comprehension, trust, and participation in treatment choices.
  • Strategic AI Playbook for Growth: Beyond implementation, we guided the client through a structured AI Playbook, identifying, evaluating, and prioritizing use cases. This ensured maximum organizational value, stronger customer engagement, and clear investor confidence through measurable ROI and clinical impact.

Value Delivered

The implementation of the AI Strategy Roadmap transformed the client’s vision into a market-leading pharmacogenomics ecosystem. By integrating fragmented EHRs, labs, and pharmacy systems into a unified platform, we delivered measurable business and clinical impact. Within 12 months, the company achieved 10× growth and was recognized by leading labs and medical device firms as a strategic partner. Providers gained real-time insights that improved decision-making speed by 34%, while redundant testing was reduced by 28% and diagnostic accuracy improved by 22%.

AI-driven recommendations increased provider confidence and streamlined workflows, while simplified result interpretations enhanced patient engagement and adherence. Strategic alignment across leadership, operations, and investors was achieved through a clear AI Playbook, and the adoption of Agentic AI principles and governance practices positioned the platform as future-ready and credible with both customers and the investment community.

Our Case Study

Stay In the Know

Get Latest updates and industry insights every month