How Arrakis Therapeutics Eliminated Manual Data Bottlenecks and Accelerated RNA Drug Discovery with Scispot

Hurdles
Inflexible Black-Box System
Fragmented Cross-Functional Collaboration
Hours of Manual Data Processing
Hours → Minutes
Transformed multi-hour manual data processing workflows into automated processing in minutes
30-50 Images
Automated per experiment, eliminating tedious manual file renaming and reorganization tasks
3 Workflows
SPR implemented successfully, mass spectrometry and mRNA inventory in active testing phase
Company Overview
- Company: Arrakis Therapeutics.
- Industry: Biotechnology (RNA-targeted small molecule therapeutics).
- Headquarters: Waltham, Massachusetts, United States.
- Plan: Scispot Professional.
Challenges
Arrakis Therapeutics faced several bottlenecks that hindered their research productivity:
- Manual Data Processing: The biophysics team spent hours per target manually exporting Excel files, renaming 30–50 images per Surface Plasmon Resonance (SPR) experiment, and copy-pasting data across files.
- Inflexible System: Their previous in-house application was a "black-box" system that lacked customization, preventing teams from editing parameters, adding notes, or understanding data reorganization workflows.
- Data Silos: Diverse instruments generated data in multiple formats, leading to fragmented cross-functional collaboration and a lack of real-time visibility.
The Scispot Solution
To address these issues, Scispot implemented several automated and collaborative features:
- End-to-End SPR Workflow Automation: The platform directly ingests data from Biacore 8K instruments, automatically reorganizes files into structured formats, and pushes processed datasets to the database via API.
- Real-Time Collaborative Quality Control: A cloud-based architecture allows the biophysics team to review colleague evaluations, add QC notes, and identify issues before sharing data across departments.
- Flexible Customization: The platform allows scientists to adapt workflows, add new parameters, and customize the system to evolving requirements without needing extensive technical development.
Results
- Efficiency Gains: Manual data processing workflows that previously took hours were transformed into automated processes completed in minutes.
- Workflow Automation: The system processes 30–50 images per experiment instantly, saving significant researcher time weekly.
- Expanded Use: Success with SPR workflows has driven interest in expanding Scispot to mass spectrometry and mRNA inventory workflows.
- Improved Quality: Teams gained better visibility into data reorganization through collaborative QC reviews and comprehensive documentation.
Testimonial
"It's been a smooth and seamless experience implementing workflow automation in Scispot. The platform is user-intuitive, which saves significant training time. The ability to integrate lab instruments, process data, and automatically deposit results via API is very impactful."— Priya Subramanian, Head of IT, Arrakis Therapeutics
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