R/Shiny development, recovery and maintenance
Build, recover and maintain R/Shiny applications with source code, tests and handover. Scope and support agreed for each project.
Clinical Data Platforms & Analytical Integration
We connect clinical, molecular, cellular and digital data to reusable applications and analyses. Source, transformation and analysis-ready layers have explicit rules and owners.
What you receive
- Data model and input/output contracts.
- Pipelines or an integrated prototype with reproducible checks.
- Lineage, execution, ownership and maintenance documentation.
What is included
- Data models and harmonisation of identifiers, visits, samples and metadata.
- Pipeline specifications and preparation layers in client Databricks/Delta Lake environments.
- Automated QC, lineage and documentation; R, Python and SQL workflows and analytical platforms such as Posit Connect.
Frequently asked questions
Must the entire existing platform change?
No. We can scope one integration, analytical layer or workflow and define interfaces compatible with the team's existing tools.
Related services
Research Data Preparation & CRF Design
Research database cleaning and coding, data dictionaries and case report form design with traceable validation rules and analysis-ready transformations.
Discuss your project
Tell us about the objective, study stage and deadline. We review the need and availability; we then define the scope with you and prepare a proposal with deliverables, timing and fees.
Do not email patient, clinical or confidential study data. Access and the working environment are agreed before materials are shared.
Discuss your project