Legacy Software vs Lab Belay
Chemicals, Equipment Telemetry & Compliance
Chemical Inventory & SDS Compliance
Manual PDF Parsing & Spreadsheet Drift
Teams manually download 16-section safety data sheets, type NFPA ratings into disconnected spreadsheets, and risk storing incompatible hazards together.
Autonomous SDS Parsing & Hazard Collisions
AI extracts full NFPA ratings, GHS pictograms, and PPE requirements directly from SDS sheets in seconds, automatically warning of hazardous reagent collisions.
Equipment Maintenance & Sensor Telemetry
Alarm Fatigue & Unmonitored Failures
Separate logins for temperature sensors, paper maintenance binders, and uncoordinated email blasts leading to missed freezer alarms and ruined samples.
Equipment Management with Beaker
Ingested manuals from the manufacturer automatically create maintenance tickets, provide troubleshooting from knowledge, and integrate with IoT sensors (e.g., Elemental Machines).
Regulatory Compliance & Audit Trails
Pre-Audit Scramble & Fragmented Records
Compiling audit logs requires digging through disparate software versions, email approvals, and physical logbooks with questionable timestamp integrity.
Immutable 21 CFR Part 11 Audit Trail
Every notebook entry, chemical quantity change, and equipment status update is cryptographically hashed with SHA-256 signatures and privacy redaction.