Reproducible ResearchMade Simple

Automatically analyze academic papers for reproducibility. Extract claims, replicate code, and generate comprehensive reproducibility reports using AI.

Free during MVP phase • No credit card required

Everything you need for reproducibility analysis

Our AI-powered platform handles the entire reproducibility pipeline, from paper submission to comprehensive reporting.

Automated Parsing

Advanced PDF processing extracts metadata, structure, and content from academic papers with high accuracy.

AI Claim Extraction

Machine learning models identify and classify research claims with confidence scores and precise location tracking.

Code Replication

Secure sandboxed execution of research code with complete environment tracking and result validation.

Provenance Tracking

Complete audit trail of all processing steps with cryptographic verification and immutable execution records.

Reproducibility Scoring

Multi-factor scoring algorithm evaluates claims against code execution results with human review capabilities.

Comprehensive Reports

Professional PDF and web reports with detailed findings, visualizations, and actionable recommendations.

How Shurlee Works

Our automated pipeline transforms research papers into actionable reproducibility insights in minutes, not months.

1

Submit Your Paper

Upload a PDF, provide a DOI, or paste a URL. Our system automatically ingests and validates the paper for processing.

2

AI Analysis

Advanced machine learning models extract research claims, identify code repositories, and prepare the replication environment.

Claims extracted: 15
Code repository found
Environment building...
3

Secure Execution

Code runs in isolated sandboxes with complete provenance tracking. All execution details are captured for audit and verification.

$ python train_model.py
# Sandbox Environment
Epoch 1/10: loss=0.234
Epoch 2/10: loss=0.198
Executing...
4

Generate Report

Comprehensive reproducibility report with scores, detailed findings, and recommendations for improving research transparency.

Reproducibility Score87%
Claims verified
12/15
Code executable
Yes

Ready to advance reproducible research?

Join researchers and institutions using Shurlee to ensure their work meets the highest standards of scientific reproducibility.

About Shurlee

Shurlee is building the future of scientific reproducibility analysis. Our mission is to make reproducible research the standard, not the exception, by providing automated tools that scale beyond human capability.

By combining advanced AI, secure code execution, and comprehensive provenance tracking, we're creating a new standard for research transparency that benefits researchers, institutions, and the broader scientific community.

Currently in MVP phase, we're working with select research groups to validate our approach and build the most effective reproducibility analysis platform for academic research.