Pioneering the Future

of data consulting

Discover our services

Data Integration & Standards Alignment

Turn fragmented data into an analysis-ready asset.
We unify complex data from clinical, research, operational, or digital systems into interoperable, analysis-ready structures so teams can trust and reuse information across projects.

Expertise: OMOP CDM · FHIR APIs · Cloud-native ETL (AWS/Azure/GCP) · Data pipeline automation · Standards mapping and validation.
Deliverables: Integration & harmonization pipelines · Secure cloud repositories · Reusable data models · Governance documentation.

Machine Learning & Predictive Analytics

From hypothesis to validated models, fast.
We build and operationalize predictive, statistical, and machine learning models to transform research and business data into measurable insight—combining rigorous validation with transparent documentation.

Expertise: Predictive modeling · Classification & regression · Outcome analysis · Model validation & monitoring.
Deliverables: Reproducible ML pipelines · Feature engineering · Model documentation & dashboards.

Natural Language Processing & Generative AI

Unlock insight in unstructured text. We build domain-tuned NLP and GenAI pipelines for enterprise, scientific, and research data — enabling teams to search, summarize, and reason over large text collections safely and efficiently.

Expertise: Named-entity recognition · Semantic search · Embeddings · Knowledge extraction · LLM tuning & evaluation

Deliverables: NLP pipelines · Knowledge graphs & embeddings · Semantic dashboards · LLM prototypes

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Who we are

Summit Informatics helps research institutions, biotechs, and health-tech innovators turn complex biomedical data into actionable insight.

Founded by Tyler S. Malys, Ph.D., with over 15 years of experience leading AI, data-science, and translational-research programs across the NIH/NCI ecosystem, Summit bridges scientific rigor with scalable engineering—helping organizations integrate, analyze, and govern biomedical data with confidence.

Our Mission
To bridge science, data, and technology through practical, AI-driven consulting—empowering research teams and innovators to move from fragmented data to measurable impact.

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