Infrastructure built for
rigorous research.
Your research deserves better than spreadsheets and manual merges. We build the data infrastructure that serious academic and institutional work requires — compliant, reproducible, and designed to survive years of staff turnover and evolving methodologies.
Research data problems we understand deeply.
Survey data collected, never properly structured
Thousands of responses land in spreadsheets or flat files with no consistent schema. Every wave of data requires manual cleaning before a single analysis can run.
Cross-dataset analysis is heroic, not routine
Linking datasets from different time periods, instruments, or sources requires custom code every single time — and it's never quite the same code twice.
Institutional knowledge walks out the door
Longitudinal studies span years. Staff turnover means the person who knows why Wave 3 was coded differently is long gone. The methodology lives in someone's memory, not your system.
Compliance requirements add friction to everything
IRB requirements, HIPAA obligations, and data governance policies are non-negotiable — but they slow everything down when the infrastructure isn't built around them from the start.
Everything between data collection and published findings.
Survey pipeline automation
From Qualtrics, REDCap, or custom instruments directly into structured, analysis-ready databases — automatically.
Longitudinal cohort tracking
Participant-level tracking across waves, with full history and reconciliation for panel attrition.
Cross-study record linkage
Privacy-preserving matching across datasets so multi-source analysis is routine instead of months of prep work.
IRB-compliant secure storage
Data governance, access logging, de-identification pipelines, and audit trails built into the architecture from day one.
Statistical modeling environment
Analysis-ready environments for R, Python, or SAS — with reproducible pipelines and version-controlled datasets.
Publication-ready exports
Clean, documented datasets with data dictionaries, methodology notes, and export formats that meet journal and funder requirements.
Compliance isn't an afterthought.
IRB requirements, HIPAA obligations, FERPA compliance, and institutional data governance policies are built into the architecture from day one — not bolted on later. Every system we build is auditable, documented, and defensible.
- IRB-compliant by design
- HIPAA-ready architecture
- Role-based access control
- Full audit logging
- De-identification pipelines
- Data retention policies
Your research deserves better infrastructure.
Tell us about your study design, data challenges, and compliance requirements. We'll design around your work — not the other way around.
Discuss Your Research Needs