DropWeld

Where Descriptions Become Designs

Transform your experimental descriptions into perfect 96-well plate layouts using AI. Save 80% of setup time with intelligent plate annotation.

Tired of Manual Plate Annotation?

Laboratory researchers waste hours on repetitive plate setup tasks that could be automated.

  • Time-consuming manual labeling
    Hours spent on spreadsheets and paper forms
  • Error-prone experimental setup
    Human mistakes in complex plate layouts
  • Difficulty sharing with team
    No standardized format for collaboration
  • No reusable templates
    Starting from scratch every time

Traditional Approach

A1
???
Control
Treatmnt
A2
DMSO
10uM
100ฮผM
A3
Rep1
Rep2
Rep3?
โš ๏ธ Inconsistent formatting
โš ๏ธ Manual errors
โš ๏ธ Hard to share & reuse

How DropWeld Works

Simple, powerful, and intelligent. Transform complex experimental setups into organized plate layouts in minutes.

๐Ÿ—ฃ๏ธ

Describe Your Experiment

Simply paste or type your experimental setup in natural language. "Testing compound ABC at 3 concentrations with vehicle control, each in triplicate."

๐Ÿค–

AI Generates Layout

Our AI instantly creates structured plate annotations with proper controls, replicates, and validation rules. Smart and privacy-focused.

โœ๏ธ

Review & Refine

Easily modify AI suggestions, drag-and-drop wells, and apply custom templates. Perfect control meets intelligent automation.

๐Ÿ’พ

Save & Share

Export to Excel/CSV, share with team members, or save as templates for future experiments. Full audit trail included.

See DropWeld in Action

Clean, intuitive interface designed for laboratory professionals. No learning curve, just results.

96-Well Plate Interface

1
2
3
4
5
6
7
8
9
10
11
12
A
C
C
C
1
1
1
2
2
2
3
3
3
B
C
C
C
1
1
1
2
2
2
3
3
3
C
D

AI-Generated Annotations

Detected Layout:

  • ๐ŸŸก Controls: A1-A3, B1-B3 (DMSO)
  • ๐ŸŸข Treatment 1: A4-A6, B4-B6 (1ฮผM)
  • ๐ŸŸข Treatment 2: A7-A9, B7-B9 (10ฮผM)
  • ๐ŸŸข Treatment 3: A10-A12, B10-B12 (100ฮผM)
  • โœ“ 3 replicates per condition
  • โœ“ Proper control placement

๐Ÿ’ก AI Suggestion:

Consider adding positive control in row C for better validation.

Built for Laboratory Excellence

Everything you need to streamline experimental design and enhance collaboration.

โฑ๏ธ Save Time & Reduce Errors

  • 80% faster plate setup
  • Automatic validation rules
  • Consistent formatting
  • Error prevention built-in

๐Ÿงช Laboratory-Focused Features

  • 96-well plate support (A-H ร— 1-12)
  • Dose-response templates
  • Time-course layouts
  • Compound screening setups

๐Ÿ‘ฅ Enhanced Collaboration

  • Share plates with view/edit permissions
  • Real-time change tracking
  • Export to Excel/CSV
  • Template sharing across teams

๐Ÿ”’ Privacy & Security First

  • No AI training on your data
  • Complete audit trails
  • Data sanitization built-in
  • Enterprise-grade security

Trusted by Research Teams

"DropWeld transformed how our lab handles experimental design. What used to take hours now takes minutes."

DR
Dr. Sarah Chen
Principal Investigator, Stanford University

"The AI suggestions are remarkably accurate. It catches experimental design issues we might have missed."

MK
Dr. Michael Kim
Research Director, Genentech

"Perfect for our high-throughput screening. The template system saves us weeks of setup time."

LM
Dr. Lisa Martinez
Lab Manager, MIT Koch Institute

Simple, Transparent Pricing

Start free, scale as you grow. No hidden fees, no long-term contracts.

Researcher

Free

Perfect for individual researchers

  • โœ“ 5 plates per month
  • โœ“ Basic AI assistance
  • โœ“ Excel/CSV export
  • โœ“ Standard templates
  • โ€ข No team sharing
Get Started Free
Most Popular

Lab Team

$29/month

For growing research teams

  • โœ“ Unlimited plates
  • โœ“ Advanced AI features
  • โœ“ Team collaboration
  • โœ“ Custom templates
  • โœ“ Priority support
  • โœ“ Audit trails
Start Free Trial

Enterprise

Custom

For large organizations

  • โœ“ Everything in Lab Team
  • โœ“ SSO integration
  • โœ“ Advanced security
  • โœ“ Custom integrations
  • โœ“ Dedicated support
  • โœ“ Training included
Contact Sales

Ready to Transform Your Lab Workflow?

Join hundreds of researchers who've already streamlined their experimental design with DropWeld.

No credit card required โ€ข 14-day free trial โ€ข Cancel anytime