Turning claims and clinical data into deployable models and automation that improve financial and operational outcomes.
The Craft Data is a specialized healthcare analytics consultancy. We take a craftsman's approach: solutions tailored to your data, not off-the-shelf templates.
Our team brings 20+ years of experience with data in healthcare—from major insurers and health tech firms to national health agencies. We work with organizations across the US and Europe.
We partner with startups, consultancies, and decision-makers at small to medium firms. Your data stays safe: on your own servers or on our secure infrastructure. We're experienced working in HIPAA- and GDPR-regulated environments.
Beyond Simple Reporting
Foundational handling of Claims, EHR, and Billing data. We build clean, automated pipelines in Python and SQL—deployed on cloud platforms like Snowflake, BigQuery, or AWS—that turn raw chaos into reliable warehouses.
Moving beyond dashboards to predictions. We build Risk Scoring models, Churn prediction, and Fraud Detection algorithms that directly impact ROI.
Translating data into business strategy. Whether it's Market Sizing for a new drug launch or evaluating public policy impact, we provide scientific clarity.
Designed a hybrid ML pipeline for a major European insurer to flag anomalous claims that rule-based systems missed.
60% increase in audit findings.
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Built an LLM + RAG prototype to read clinical notes and draft authorization letters reducing administrative burden.
Automated clinical drafting with guardrails.
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Pioneered a methodology using billing records to track COVID-associated mortality for a European national health agency.
Identified ~14,000 uncounted deaths.
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Executed deep-dive analysis of Medicare data to define TAM for a rare disease treatment FDA application.
Unlocked confidence for regulatory submission.
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Developed outlier detection algorithms to audit national prescription data and identify wasteful spending practices.
Saved €2.5 Million annually.
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"Journeys as Genes": Reimagined patient data by borrowing genomics concepts to visualize time-based care gaps.
Novel visualization paradigm for care gaps.
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We connect to your data—claims, EHR, billing—and build a clean foundation for analysis.
We interview your domain experts to capture the rules and intuitions already in their heads, then generalize them into scalable logic.
We build the AI product—predictive model, agent, or pipeline—and validate with your team to ensure it captures true drivers.
We track real-world performance and set up retraining pipelines if the landscape shifts.
"As always, consistent and reliable. Very accessible and knowledgeable within the field. Never disappoints."
"Excellent data scientist and communicator. Couldn’t recommend more highly."
"Projects were always completed on time with a high degree of accuracy and attention to details."
Ready to turn your healthcare data into a competitive advantage? We specialize in moving complexity into clarity.
We'll respond promptly to schedule a deep-dive call.