Solutions

We design, DEVELOP, deploy, AND manage AI driven solutions

BioPharma R&D

We build AI/ML cloud-scale bioinformatics applications to analyze multi-omicdata sets and accelerate biological insights and drug discovery.

Our platform, ERGO, allows scientists to quickly discover new insights from exponentially growing biomedical datasets to make more informed decisions. These insights can be used to put assay results in context, support pathway analysis and gene-to-disease relationship discovery, and advance drug development pipelines.

Clinical Trials

We build data science and data engineering platforms to store and process clinical trial data to discover biomarkers to stratify patients, assess therapeutic response, optimize treatment, and predict participant behavior.

Our solutions incorporate the many types and sources of data captured inclinical trials such as multi-omics, sensors, EEG, ECG, actigraphy, gaze, video, voice, digital therapeutic applications, clinical data, and patient reported outcomes.

Medical Devices and SaMD

We create digital strategies and solutions for connected medical devices andSoftware as a Medical Device (SaMD) to accelerate time to market.

We work with connected medical device and SaMD teams to develop a digital strategy that considers the data, algorithms, architecture, integrations, and patient and provider experience.
We design mobile applications to optimize patient engagement and ensure the capture of valuable real-world data. We train predictive models to monitor health conditions and generate alerts when interventions are required. We design and implement cloud infrastructure that supports MLOps considerations including versioning, retraining, deployment, and monitoring.

Production Data Science

We design and implement data science platforms and cloud architecture to support the data science lifecycle and enable scalable model performance for production applications.

We have experience with the major cloud vendor tools and with cloud native,open source tools to connect data scientists to scalable compute and storage resources via Kubernetes. Our solutions allow easier design, creation, versioning, and deployment of complex data pipelines. To support full MLOps solutions, we can incorporate custom model monitoring and automated retraining
approaches. We offer managed services to support our clients that have not yet built their Data Engineering and ML Engineering teams.

BioPharma
R&D

We build AI/ML cloud-scale bioinformatics applications to analyze multi-omicdata sets and accelerate biological insights and drug discovery.

Our platform, ERGO, allows scientists to quickly discover new insights from exponentially growing biomedical datasets to make more informed decisions. These insights can be used to put assay results in context, support pathway analysis and gene-to-disease relationship discovery, and advance drug development pipelines.

BioPharma
R&D

Cloud-scale bioinformatic and NLP solutions for faster drug development

Clinical
Trials

We build data science and data engineering platforms to store and process clinical trial data to discover biomarkers to stratify patients, assess therapeutic response, optimize treatment, and predict participant behavior.

Our solutions incorporate the many types and sources of data captured inclinical trials such as multi-omics, sensors, EEG, ECG, actigraphy, gaze, video, voice, digital therapeutic applications, clinical data, and patient reported outcomes.

Clinical
Trials

Solutions for complex,
multi-modal biomarker discovery

Health
Tech

We create digital strategies, solutions, and workflow automations for healthtech, medical devices, and Software as a Medical Device (SaMD) to accelerate time to market.

We work with healthtech, medical devices, and SaMD teams to develop a digital strategy that considers the data, algorithms, architecture, integrations, and patient and provider experience. We design mobile applications to optimize patient engagement and ensure the capture of valuable real-world data. We train predictive models to monitor health conditions and generate alerts when interventions are required. We design and implement cloud infrastructure and healthcare workflow automation that supports MLOps considerations including versioning, retraining, deployment, and monitoring.

HealthTech

Full stack AI applications for healthtech, medical devices, and SaMD

Production
Data
Science

We design and implement data science platforms and cloud architecture to support the data science lifecycle and enable scalable model performance for production applications.

We have experience with the major cloud vendor tools and with cloud native, open source tools to connect data scientists to scalable compute and storage resources via Kubernetes. Our solutions allow easier design, creation, versioning, and deployment of complex data pipelines. To support full MLOps solutions, we can incorporate custom model monitoring and automated retraining approaches. We offer managed services to support our clients that have not yet built their Data Engineering and ML Engineering teams.

Production
Data Science

Data science platforms and cloud architecture to support the datascience lifecycle and enable scalable model performance

Our Approach to Advance your life science mission. From Discovery to Clinic.

AI
Strategy
Lighthouse
Project
Product
Design
Product
Development
Deploy

Drive innovation.
We consider how your datasets can be leveraged to productize AI-driven solutions to accelerate your mission. We evaluate feasibility, assess market opportunity, and build an AI roadmap.

Validate a concept.
We design AI light house projects focused around an arrow scope and achieve proof of concept results. De-risk your AI investment and confirm a path to production.

Design the UX and architecture.
We design the user experience, APIs, data storage and analytic tools in the context of the current and future workflows.

Build the application.
We build the application in your cloud environment, working with your team to ensure usability, long-term performance and maintainability.

Deploy at scale.
We construct cloud infrastructure required for data storage and pipeline orchestration, resulting in enhanced transparency and optimal model and application performance.

Managed Services
We offer a managed services agreement to support and maintain the application for the lifetime of the partnership. Our MLOps workflows continuously monitor, retrain, and version models that are critical to maintaining your long-term success.
AI
Strategy

Drive innovation. We consider how your datasets can be leveraged to productize AI-driven solutions to accelerate your mission. We evaluate feasibility, assess market opportunity, and build an AI roadmap.

Lighthouse
Project

Validate a concept. We design AI lighthouse projects focused around a narrow scope and achieve results in an 8 to 12 week timeline. De-risk your AI investment and confirm a path to production.

Product
Design

Design the UX and architecture. We design the user experience, APIs, data storage and analytic tools in the context of the current and future workflows.

Product
Development

Build the application. We build the application in your cloud environment, working with your team toensure usability, long-term performance and maintainability.

Deploy

Deploy at scale. We construct cloud infrastructure required for datastorage and pipeline orchestration, resulting in enhanced transparency and optimal model and application performance.

Managed Services

We offer a managed services agreement to support and maintain the application for the lifetime of the partnership. Our MLOps workflows continuously monitor, retrain, and version models that are critical to maintaining your long-term success.

VIVO®

AI for Videos, Voice and Text analytics

Automated, multimodal machine learning using video, voice and text build product around engagement, emotion, mental state and physical health. We also have additional expertise in controlling and detecting racial bias in this kind of machine learning product.

LEARN MORE about vivo

Clinica®

AI for Connected Medical Devices

Machine learning for medical device data across a wide variety of data types (patient, device, sensor, image) to predict patient health or device status. Our CLINICA platform enables multi-modal analysis from multiple sources including vital signs and wearables and provides the infrastructure to maintain and update a deployed algorithm.

LEARN MORE about CLINICA

URGO®

Natural Language Processing of Scientific Information

The URGO platform allows scientists to more quickly discover new and hidden relationships in large knowledge databases, such as the patent literature and pubmed. It uses state-of-the-art natural language processing (NLP) methods to extract domain-specific entities and learn semantic relationships from unstructured text data and presents that information in a number of graphical formats.

LEARN MORE about URGO

Next Steps

From strategy to deployment, we partner with you where you are in the AI/ML lifecycle.

We’re proud to call these clients partners

Partner Logo Blackthorn
partner logo benson hill
partner logo artidis
partner logo braincheck
partner logo lung therapeutics
partner logo resonant
partner logo aclaimant
partner logo ripple science