Custom Research

PhD-Level AI Research,
Built for Healthcare

When your problem is too complex for off-the-shelf tools, our team of data scientists and engineers builds the solution from first principles — with the rigor of government-funded research and the pace of a startup.

school PhD Data Scientists & Engineers
verified DARPA Program Experience
local_hospital ARPA-H Research Background
biotech Healthcare-Native AI
What We Build

Capability Areas

We take on research and engineering problems at the intersection of healthcare, data science, and advanced AI — the kind of work that requires deep domain knowledge, not just a model API call.

analytics
Healthcare Data Science & Real-World Evidence
We work directly with EHR data, claims, registries, and biobanks to surface clinical signals that drive decisions. From cohort construction to biomarker discovery, we turn messy real-world data into structured, actionable insight.
EHR Analysis Claims Data RWE Biomarker Discovery
psychology
Neural Networks & Knowledge Graphs
Custom deep learning architectures, clinical NLP, and graph-based reasoning systems built for healthcare's unique data structures. We design models that understand medical ontologies, not just patterns in text.
Deep Learning Clinical NLP Knowledge Graphs Ontology Engineering
biotech
AI for Drug & Trial Development
From target identification and compound analysis to trial design optimization and patient stratification — we apply AI where it can meaningfully compress timelines and reduce risk in the development pipeline.
Target ID Trial Design Patient Stratification Protocol Intelligence
shield
Government-Grade R&D Delivery
Our team has delivered research programs for DARPA and ARPA-H — environments that demand technical depth, rigorous documentation, and milestone-driven execution. We bring that same standard to commercial engagements.
DARPA ARPA-H Milestone-Driven Technical Reporting
Who We Work With

Built for Healthcare Organizations with Hard Problems

💊
Pharma & Biotech Sponsors
Custom AI pipelines for drug discovery, trial design, patient selection, and real-world evidence generation — from early research through late-stage development.
🏥
Health Systems & CROs
Data science teams embedded into clinical operations — turning fragmented EHR and operational data into predictive models, dashboards, and automated workflows.
🩺
Medical Device Companies
AI-powered signal detection, post-market surveillance analytics, and regulatory-grade evidence generation for device performance and safety monitoring.
How We Engage

We Work the Way You Need Us To

Some clients need a defined deliverable. Others need a research team working alongside their own. We structure engagements to fit — not the other way around.

Tell Us What You're Working On

Whether you have a fully defined research brief or just a hard problem you haven't been able to crack — we're happy to have a conversation. No pitch, no pressure.

mail Start a Conversation people Meet the Team