Scientific evidence
Organize and synthesize relevant literature, study information, and technical material for expert consideration. Maintain links to sources and clarify gaps in the evidence.
Market / YouSophia
Health & Regulatory Missions
Regulatory teams must navigate growing volumes of scientific information while maintaining rigor, transparency, and human judgment.
THE WORK AT A GLANCE
EVIDENCEGather and organizeScientific and study information
REVIEWAnalyze with rigorData, methods and expert judgment
KNOWLEDGEMake findings usableDocumentation, context and sharing
Our focus
Evidence and insight for consequential decisions
We bring a thoughtful, multidisciplinary approach to the needs of public-sector teams and the people they serve.
01 /
Review-ready information
Organize study data and scientific materials to support accessible, consistent review.
02 /
Research and technical guidance
Support evidence synthesis and analysis of emerging scientific and regulatory issues.
03 /
Analytical and reviewer support
Help reviewers work with data, tools, and technical questions.
04 /
Responsible innovation
Explore AI-assisted analysis with governance, independent validation, and human oversight.
A visual perspective
A connected review environment
These connected elements help frame the work and the people it is intended to support.
01Research and evidence
02Study data
03Reviewer support
04Scientific understanding
Illustrative framework; activities depend on mission needs.
The regulatory evidence journey
Supporting evidence at every stage
From incoming study information to scientific interpretation, regulatory review depends on accessible evidence, documented methods, and collaboration among specialists.
01 /Receive
Understand incoming materials, metadata, formats, and reviewer needs.
02 /Prepare
Curate data, assess quality, and organize supporting documentation.
03 /Examine
Support statistical exploration, literature research, and scientific analysis.
04 /Preserve
Document methods and retain knowledge so findings can be understood and reused.
In practice
What this work can look like.
Activities are shaped around the mission, the available evidence, and the needs of the people doing the work.
ILLUSTRATIVE OUTPUTS
Data quality summaries, evidence inventories, analysis outputs, and knowledge management materials.
01Support study data curation and standards mapping for reviewer analysis.
02Prepare scientific literature syntheses and review-ready visualizations.
03Explore responsible AI-assisted document analysis with independent checks and reviewer oversight.
A closer look
Supporting the people and evidence behind review
Health and regulatory missions depend on scientific integrity, traceability, and specialist judgment. Work may span the preparation of data, analysis of evidence, and communication of findings.
Data and analysis
Support data curation, standards, statistical computing, and visualization to help reviewers explore clinical and nonclinical information.
Knowledge and enablement
Develop user guides, training materials, and structured records that help teams access analytical resources and share knowledge across workflows.
Illustrative scenario
Putting the work in context.
A review-support effort might combine data quality assessment, analysis-ready datasets, source-linked literature summaries, and user support for the tools involved.