De-risking innovation.
Accelerating health.
De-risking innovation.
Accelerating health.
De-risking innovation.
Accelerating health.
LemonAid Labs is a health tech-focused R&D consultancy that combines deep technical expertise with extensive leadership experience in health and biotech.
Our Vision
Technical Innovation
We build scalable, market-ready technologies to address complex health and biotech challenges
Strategic Growth
Our solutions are tailored to meet business needs while providing a clear, actionable roadmap for sustainable long-term progress.
Ecosystem Alignment
We use our deep experience with venture capital and healthcare to connect technical capabilities with strategic business opportunities
Our Vision
Technical Innovation
We build scalable, market-ready technologies to address complex health and biotech challenges
Strategic Growth
Our solutions are tailored to meet business needs while providing a clear, actionable roadmap for sustainable long-term progress.
Ecosystem Alignment
We use our deep experience with venture capital and healthcare to connect technical capabilities with strategic business opportunities
We evolve promising health tech concepts into mature, investment-worthy solutions.


Research & Development
Prototyping & Validation
We use cutting-edge technologies to design, test and iteratively refine solutions. We transform conceptual ideas into functional prototypes, systematically validating technical feasibility, user experience, and market potential through rapid development cycles and strategic testing methodologies.
Prototyping & Validation
We use cutting-edge technologies to design, test and iteratively refine solutions. We transform conceptual ideas into functional prototypes, systematically validating technical feasibility, user experience, and market potential through rapid development cycles and strategic testing methodologies.
Prototyping & Validation
We use cutting-edge technologies to design, test and iteratively refine solutions. We transform conceptual ideas into functional prototypes, systematically validating technical feasibility, user experience, and market potential through rapid development cycles and strategic testing methodologies.
Data Science & Compliance
We build secure, regulatory-compliant AI and machine learning prediction and inference models. Our solutions deliver actionable insights while adhering to strict frameworks like HIPAA and HITRUST, ensuring data privacy, integrity, and seamless integration with advanced analytics.
Data Science & Compliance
We build secure, regulatory-compliant AI and machine learning prediction and inference models. Our solutions deliver actionable insights while adhering to strict frameworks like HIPAA and HITRUST, ensuring data privacy, integrity, and seamless integration with advanced analytics.
Data Science & Compliance
We build secure, regulatory-compliant AI and machine learning prediction and inference models. Our solutions deliver actionable insights while adhering to strict frameworks like HIPAA and HITRUST, ensuring data privacy, integrity, and seamless integration with advanced analytics.
Advisory Services
Strategic Roadmap
We’ll work with you to develop a roadmap that balances technical capabilities with market demands. We’ll use our experience scaling companies to create an actionable strategy that anticipates technological trends and investor expectations.
Strategic Roadmap
We’ll work with you to develop a roadmap that balances technical capabilities with market demands. We’ll use our experience scaling companies to create an actionable strategy that anticipates technological trends and investor expectations.
Strategic Roadmap
We’ll work with you to develop a roadmap that balances technical capabilities with market demands. We’ll use our experience scaling companies to create an actionable strategy that anticipates technological trends and investor expectations.
Technical Diligence
For VC/PE firms and health tech startups, we provide comprehensive technical diligence support: helping VCs thoroughly assess startup technologies, also helping preparing startups to confidently demonstrate their technological value and investment potential.
Technical Diligence
For VC/PE firms and health tech startups, we provide comprehensive technical diligence support: helping VCs thoroughly assess startup technologies, also helping preparing startups to confidently demonstrate their technological value and investment potential.
Technical Diligence
For VC/PE firms and health tech startups, we provide comprehensive technical diligence support: helping VCs thoroughly assess startup technologies, also helping preparing startups to confidently demonstrate their technological value and investment potential.
Statistically proven AI.
Secure data solutions.
Strategic expertise.
Past Clients
CTO / Data Science - Genomics

LemonAid Labs drove Molecular Loop's success by architecting genomic data science projects, refining their wet lab technology, and securing a $2 million Gates Foundation grant through our technical expertise. We also enhanced the open-source genomics ecosystem by updating key tools.
CTO / Data Science - Genomics

LemonAid Labs drove Molecular Loop's success by architecting genomic data science projects, refining their wet lab technology, and securing a $2 million Gates Foundation grant through our technical expertise. We also enhanced the open-source genomics ecosystem by updating key tools.
CTO / Data Science - Genomics

LemonAid Labs drove Molecular Loop's success by architecting genomic data science projects, refining their wet lab technology, and securing a $2 million Gates Foundation grant through our technical expertise. We also enhanced the open-source genomics ecosystem by updating key tools.
Data Science Advisor - Claims
LemonAid Labs developed machine learning models for Braided Health using claims data for dual-eligible populations to identify home-based interventions that improve patient outcomes, optimize healthcare quality, and reduce or reallocate overall spending.
Data Science Advisor - Claims
LemonAid Labs developed machine learning models for Braided Health using claims data for dual-eligible populations to identify home-based interventions that improve patient outcomes, optimize healthcare quality, and reduce or reallocate overall spending.
Data Science Advisor - Claims
LemonAid Labs developed machine learning models for Braided Health using claims data for dual-eligible populations to identify home-based interventions that improve patient outcomes, optimize healthcare quality, and reduce or reallocate overall spending.
CTO services - VBC
LemonAid Labs partnered with Duet's leadership to plan and deliver a successful proof-of-concept for value-based care tooling, resulting in significant national payer contracts. We engineered advanced data models and technical architecture for future-state planning, and facilitated strategic networking, identifying and connecting Duet with key collaborators.
CTO services - VBC
LemonAid Labs partnered with Duet's leadership to plan and deliver a successful proof-of-concept for value-based care tooling, resulting in significant national payer contracts. We engineered advanced data models and technical architecture for future-state planning, and facilitated strategic networking, identifying and connecting Duet with key collaborators.
CTO services - VBC
LemonAid Labs partnered with Duet's leadership to plan and deliver a successful proof-of-concept for value-based care tooling, resulting in significant national payer contracts. We engineered advanced data models and technical architecture for future-state planning, and facilitated strategic networking, identifying and connecting Duet with key collaborators.
Let's talk about your startup's needs
Let's talk about your
startup's needs
Let's talk about your
startup's needs

