Who should use the Generate real-world evidence workflow?
Teams or solo builders working on science & healthcare tasks who want a repeatable process instead of one-off tool experiments.
Streamlined workflow to generate real-world evidence by first reviewing relevant literature, then analyzing real-world clinical data, and finally producing evidence outputs using dedicated RWE tools.
Journey overview
How this pipeline works
Instead of relying on a single generic AI model, this pipeline connects specialized tools to maximize quality. First, you'll use ScholarAI to a concise summary of key findings and gaps is produced, ready to inform the next steps. Then, you pass the output to Blackford Platform to cleaned and structured datasets are ready for the core evidence generation step. Finally, Komodo Health is used to a comprehensive real-world evidence report is generated, ready for review and dissemination.
A comprehensive real-world evidence report is generated, ready for review and dissemination.
Analyze real-world clinical data
Cleaned and structured datasets are ready for the core evidence generation step.
Summarize existing research papers to identify knowledge gaps and inform the design of the real-world evidence study, ensuring a solid scientific foundation.
A thorough literature review prevents duplication and guides the selection of appropriate data sources and methods for RWE generation.
A concise summary of key findings and gaps is produced, ready to inform the next steps.
Extract and analyze real-world data from electronic health records or other clinical databases to prepare structured datasets for evidence generation.
High-quality data analysis is critical for generating reliable real-world evidence; this step transforms raw data into analyzable formats.
Cleaned and structured datasets are ready for the core evidence generation step.
Apply statistical and analytical methods to the prepared dataset to generate real-world evidence, such as treatment effectiveness or safety outcomes.
This is the core step where actionable evidence is created, directly addressing the research question.
A comprehensive real-world evidence report is generated, ready for review and dissemination.
Start this workflow
Ready to run?
Follow each step in order. Use the top pick for each stage, then compare alternatives.
Begin Step 1Time to first output
30-90 minutes
Includes setup plus initial result generation
Expected spend band
Free to start
You can swap tools by pricing and policy requirements
Delivery outcome
A comprehensive real-world evidence report is generated, ready for review and dissemination.
Use each step output as the input for the next stage
Why this setup
Repeatable process
Structured so any team can repeat this workflow without starting over.
Faster tool selection
Each step recommends the best tool to reduce trial-and-error.
Quick answers to help you decide whether this workflow fits your current goal and team setup.
Teams or solo builders working on science & healthcare tasks who want a repeatable process instead of one-off tool experiments.
No. Start with the top pick for each step, then replace tools only if they do not fit your pricing, compliance, or output needs.
Open the mapped task page and compare top options side by side. Prioritize output quality, integration fit, and predictable cost before scaling.
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