Automated Lab Documentation via Egocentric Vision & Multimodal AI
Free your researchers from manual bench notes. SAIL transforms hands-free, first-person video into structured, audit-ready protocol records in real time.
Experiment Notebook // Proliferation of A549 Cells
5+ Hours Saved
per researcher per week
Hands-Free
zero sterile-field interruptions
Audit-Ready
automated reagent & protocol logging
LIMS Compatible
direct export to existing systems
From Physical Benchwork to Audit-Ready Data in 3 Steps
Designed specifically for wet-lab environments where gloves stay on, experiments move fast, and precision cannot be compromised.
Capture Hands-Free
Wear lightweight egocentric capture while executing benchwork. No stopping to type or de-glove.
Multimodal Synthesis
Multimodal AI models automatically recognize reagents, timings, physical actions, and protocol deviations.
Instant Integration
Exports structured, timestamped documentation directly into your existing ELN (Electronic Lab Notebook) and LIMS workflows.
Built by Wet-Lab Biologists & Vision Pioneers
Substance AI Labs (SAIL) was born from a fundamental frustration: scientists spend up to 40% of their lab time transcribing protocol notes instead of doing science. We bring together 25+ years of therapeutic drug discovery with 25+ years of cutting-edge computer vision systems.
Kasia Mordec, MSc
Co-Founder & CEO
Johns Hopkins University, Biotechnology
Scientist with 25+ years of hands-on bench experience advancing therapeutic discovery. Contributed to multiple drug-development programs that moved first-in-class compounds into human clinical trials. Expert in designing complex workflows and platform technologies that accelerate the path from bench to clinic.
Radek Grzeszczuk, PhD
Co-Founder & CTO
University of Toronto, Computer Science
Visionary R&D executive with 25+ years pioneering computer vision, machine learning, and physical AI. Track record of scaling research teams (40+ scientists) and translating academic breakthroughs into world-class consumer products including Amazon ARView, Bing 3D Maps, and Nokia CityScene.
Partner with Substance AI Labs
We are partnering with select biotech and academic labs for our early access pilot program.
Application Received!
Thank you, Scientist. We have logged your pilot inquiry for your organization.
What happens next:
1. Our founding team will review your lab's research focus & bench configuration.
2. We will contact your work email within 24–48 hours to schedule a confidential 20-minute pilot alignment.