LOI Pre-Submission Review
Use this tool to review a draft LOI before formal submission. It provides AI-generated feedback based on four Foundation review criteria: Technology, Research Stage, Mechanisms of Action, and Clinical Indications.
The goal is to help you identify strengths, gaps, and opportunities to make your LOI clearer and more complete. This is not an official Foundation review and does not determine whether your LOI will advance or receive funding.
What you'll get:
Scores on 4 Criteria
Technology, Research Stage, Mechanisms, Clinical Indications (1-5 each)
Pre-Submission Score
Average of the four primary rubric scores with readiness guidance
Readiness Guidance
Clear guidance on where the LOI aligns with the criteria or needs focused revision
Actionable Feedback
Specific suggestions to strengthen your LOI before formal submission
Your uploaded document is processed for evaluation only and is not stored by this app. Basic report metrics may be logged to a Foundation Google Sheet for testing and calibration.