AI-Powered Lab Scheduling That Adapts to Constraints—In Real Time
Metronome's intelligent agents optimize tests, machines, and workforce schedules—accounting for skills, capacity, and disruptions—so your lab runs at peak efficiency, always.
The Lab Scheduling Challenge
Manual scheduling creates bottlenecks that derail lab efficiency
Manual scheduling leads to bottlenecks, wasted capacity, and missed deadlines.
Unexpected disruptions (machine failures, staff absences) derail plans—with no easy way to adapt.
Balancing skilled labor, machine availability, and test priorities feels like solving a puzzle blindfolded.
Compliance and quality risks increase when schedules aren't optimized for constraints.
"We spend hours adjusting schedules every week—only for one disruption to unravel everything."
How Metronome Works
Three simple steps to optimized lab scheduling
Define Your Lab's Constraints
- Worker skills
- Machine capacity
- Test priorities
- Time windows
AI Generates the Optimal Schedule
Our agents calculate the most efficient plan—mathematically guaranteeing feasibility.
Adapt to Disruptions Instantly
When plans change, Metronome re-optimizes in seconds—no manual fire drills.
Key Features
Powerful capabilities designed for modern lab operations
Constraint-Aware Scheduling
Accounts for skills, certifications, machine maintenance, and test deadlines.
Real-Time Adaptability
Disruptions? Metronome re-optimizes instantly, minimizing downtime and delays.
Math-Backed Efficiency
No guesswork: AI agents solve for optimal throughput, reducing idle time.
Integration-Friendly
Works with your existing LIMS, ERP, or MES—no rip-and-replace.
Scenario Simulation
Test what-if scenarios before committing to schedule changes.
Audit-Ready Compliance
Automated logs ensure traceability for quality and regulatory reviews.
Use Cases
Real-world applications across different lab types
Pharmaceutical QC Labs
Reduce batch testing delays by 30% with auto-balanced workloads across shifts.
Biotech R&D
Maximize expensive equipment uptime by aligning machine availability with researcher schedules.
Contract Labs
Handle last-minute client requests without overloading staff or sacrificing turnaround times.
What Makes Metronome Different
Advanced AI Technology
Unlike rule-based tools, Metronome uses constraint programming and reinforcement learning to handle complexity. No black box: Explainable AI shows why a schedule was chosen.
Enterprise Security & Compliance
SOC 2 Type II certified, with role-based access for sensitive data. Your lab's information stays secure and compliant.
Ready to Stop Fighting Your Lab Schedule?
Choose the option that works best for you