AI-Powered Root Cause Analysis for Failed Lab Protocols
Stop guessing why your molecular assays failed. Describe your protocol to generate ranked hypotheses, troubleshooting suggestions, and validation steps in under 60 seconds.
Sandbox Diagnostic Output
Select an assay template on the left (or edit the details) and click run to simulate our multi-step AI troubleshooting agent.
Core Capabilities
Scientific Precision, Not Guesswork
FailedExp Agent replicates the analytical pathway of a senior postdoc to isolate and resolve experiment failures.
Multimodal AI Reasoner
Our core troubleshooting model isn't just parsing text. It analyzes precise concentrations, pH factors, temperatures, and cycling durations to diagnose hidden failures.
Ranked Hypotheses
Get hypotheses ranked by confidence and ease of testing. Save hours of aimless troubleshooting in the lab.
11+ Assay Pathways
From simple PCRs to complex next-generation sequencing libraries, our knowledge base covers the full spectrum of molecular biology.
Audit-Ready PDF Reports
Export clean, professional troubleshooting summaries detailing the reasoning, hypotheses, and corrective experiments to share with your PI or group.
Supported Assay Methods
Our modeling engine parses custom protocols for a wide list of biological assays
Stop Guessing.
Diagnose Your Failure Instantly.
Save your protocol histories, compile troubleshooting checklists, and share pdf reports with your team.