Digital Health Workbench

Rigorous, Cited Digital Health Intelligence

Digital Health Workbench synthesizes PubMed, ClinicalTrials.gov, and FDA guidance into structured, citation-ready deliverables — in minutes, not days. Built for anyone doing serious digital health research: academic researchers, medical and scientific writers, health policy and HTA analysts, science journalists, medical librarians, and pharma Digital Health teams alike.

The Research Problem

Fragmented Sources

PubMed, ClinicalTrials.gov, FDA guidance, vendor databases, competitor press releases. No single place to query all of them.

Days of Manual Work

A landscape assessment that should take an afternoon takes three days of searching, synthesizing, and formatting.

No Institutional Memory

Every analyst reinvents the same research. Prior assessments live in email threads and personal folders — invisible to the rest of the team.

How It Works

01

Define Your Query

Choose your deliverable type and describe what you need in plain language.

02

Multi-Source Intelligence

Workbench simultaneously queries PubMed, ClinicalTrials.gov, and FDA guidance documents, filtering for relevance.

03

Structured Deliverable

GPT-4o synthesizes findings into a formatted, cited intelligence document ready to share with your team.

What You Can Ask

Describe your research question in plain language. Workbench matches it to the right deliverable format — click a query to see what it generates.

More formats — including Vendor Comparison and Competitive Intelligence — are on the roadmap.

Built on Authoritative Sources

PubMed

35M+ biomedical articles via NCBI E-utilities

ClinicalTrials.gov

500K+ registered clinical studies

FDA Guidance

Real-time guidance document monitoring via FDA's Digital Health Center of Excellence

See It In Action

Deliverable: Landscape AssessmentTherapeutic area: OncologyDate range: Last 2 Years

Executive Summary

Recent advancements in digital health technologies have introduced novel endpoints for measuring cancer-related fatigue (CRF) in oncology trials. Current activity is characterized by a focus on wearable devices and digital biomarkers, with few trials explicitly focusing on CRF. The regulatory environment is not yet fully aligned with rapid technological advancements, presenting both challenges and opportunities for innovation [PMID:40707827].

Current State of the Field

The measurement of cancer-related fatigue in oncology trials is increasingly incorporating digital endpoints, primarily through wearable devices...

Live output from Digital Health Workbench
Deliverable: Technology Evaluation MemoTherapeutic area: NeuroscienceDate range: Last 2 Years

Validation Evidence

  • Digital cognitive assessment tools show moderate-to-strong correlation with standard neuropsychological batteries in early-phase validation studies.
  • Test-retest reliability data remains limited to single-site cohorts — no multi-site validation identified in the search window.
  • FDA has not issued a device-specific clearance for this modality; existing guidance addresses digital biomarkers broadly.

Recommendation

Given moderate validation strength and limited multi-site data, a pilot deployment in a single Phase 2 cohort is recommended before broader rollout...

Live output from Digital Health Workbench
Deliverable: Regulatory Intelligence BriefTherapeutic area: All AreasDate range: Last 2 Years

Key Regulatory Findings

  • FDA guidance on Digital Health Technologies for Remote Data Acquisition provides framework for DCT integration
  • No specific DDT qualification exists for wearable-based fatigue endpoints — represents an open opportunity
  • EMA alignment with FDA on decentralized trial guidance is emerging but not yet formalized

Key Considerations for Program Teams

Program teams evaluating decentralized trial designs should account for evolving DDT qualification pathways...

Live output from Digital Health Workbench

Built for Rigorous, Citation-Backed Digital Health Research

Currently available by invitation. Request access to evaluate Digital Health Workbench for your work.