Cluster AI
Cluster AI
Cluster AI
AI-Powered Scheduling & Optimization for Field Service
Clustering is Ohm’s intelligent scheduling engine built for modern field operations. It turns job complexity—multiple SLAs, varied work types, mixed labor pools—into efficient, scalable shift plans. No spreadsheets. No manual routing. Just smarter operations, automated.
AI-Powered Scheduling & Optimization for Field Service
Clustering is Ohm’s intelligent scheduling engine built for modern field operations. It turns job complexity—multiple SLAs, varied work types, mixed labor pools—into efficient, scalable shift plans. No spreadsheets. No manual routing. Just smarter operations, automated.
AI-Powered Scheduling & Optimization for Field Service
Clustering is Ohm’s intelligent scheduling engine built for modern field operations. It turns job complexity—multiple SLAs, varied work types, mixed labor pools—into efficient, scalable shift plans. No spreadsheets. No manual routing. Just smarter operations, automated.


Field service is chaotic. Jobs arrive at different times. Technicians vary by skill, availability, and cost.
Customers have strict windows. Coordinating all of it manually wastes time, money, and labor.



Clustering AI Handles The Problem
We deal with: High volumes of diverse jobs, Dynamic scheduling windows, Assignment based on wage, location, experience, and certifications, Real-time shift adjustments as new work appears

Key Benefits
- Reduce truck rolls and excess travel time - Lower OpEx by automating scheduling and coordination - Increase SLA compliance without adding overhead - Improve quality by assigning jobs to the most qualified tech - Scale smoothly as job volume and workforce grow
Do More with Less


Key Benefits
- Reduce truck rolls and excess travel time - Lower OpEx by automating scheduling and coordination - Increase SLA compliance without adding overhead - Improve quality by assigning jobs to the most qualified tech - Scale smoothly as job volume and workforce grow
Do More with Less

Key Benefits
- Reduce truck rolls and excess travel time - Lower OpEx by automating scheduling and coordination - Increase SLA compliance without adding overhead - Improve quality by assigning jobs to the most qualified tech - Scale smoothly as job volume and workforce grow
Do More with Less

Key Benefits
- Reduce truck rolls and excess travel time - Lower OpEx by automating scheduling and coordination - Increase SLA compliance without adding overhead - Improve quality by assigning jobs to the most qualified tech - Scale smoothly as job volume and workforce grow
Do More with Less


How It Works
Clustering ingests your work orders via API or upload, applies your business rules, and outputs optimized shift schedules and technician assignments automatically. Two models available: - Fixed + Append: For recurring or planned work - Dynamic Rolling: For real-time or ad-hoc job flows Use it with your own systems, or pair it with Ohm’s technician app and operator dashboard.
Smart Shifts, Built Automatically


How It Works
Clustering ingests your work orders via API or upload, applies your business rules, and outputs optimized shift schedules and technician assignments automatically. Two models available: - Fixed + Append: For recurring or planned work - Dynamic Rolling: For real-time or ad-hoc job flows Use it with your own systems, or pair it with Ohm’s technician app and operator dashboard.
Smart Shifts, Built Automatically

How It Works
Clustering ingests your work orders via API or upload, applies your business rules, and outputs optimized shift schedules and technician assignments automatically. Two models available: - Fixed + Append: For recurring or planned work - Dynamic Rolling: For real-time or ad-hoc job flows Use it with your own systems, or pair it with Ohm’s technician app and operator dashboard.
Smart Shifts, Built Automatically

How It Works
Clustering ingests your work orders via API or upload, applies your business rules, and outputs optimized shift schedules and technician assignments automatically. Two models available: - Fixed + Append: For recurring or planned work - Dynamic Rolling: For real-time or ad-hoc job flows Use it with your own systems, or pair it with Ohm’s technician app and operator dashboard.
Smart Shifts, Built Automatically


Customizable Logic
Clustering adapts to your operation: - Prioritize based on full-time vs. contractor labor - Set blackout windows, shift length, and working hours - Filter by certifications or territory - Adjust for SLA timing and customer constraints - Tune scheduling logic with plain language instructions
Your Rules, Your Way


Customizable Logic
Clustering adapts to your operation: - Prioritize based on full-time vs. contractor labor - Set blackout windows, shift length, and working hours - Filter by certifications or territory - Adjust for SLA timing and customer constraints - Tune scheduling logic with plain language instructions
Your Rules, Your Way

Customizable Logic
Clustering adapts to your operation: - Prioritize based on full-time vs. contractor labor - Set blackout windows, shift length, and working hours - Filter by certifications or territory - Adjust for SLA timing and customer constraints - Tune scheduling logic with plain language instructions
Your Rules, Your Way

Customizable Logic
Clustering adapts to your operation: - Prioritize based on full-time vs. contractor labor - Set blackout windows, shift length, and working hours - Filter by certifications or territory - Adjust for SLA timing and customer constraints - Tune scheduling logic with plain language instructions
Your Rules, Your Way


Real Impact
- 10–30% cost reduction via smarter scheduling - Fewer shifts required per job volume - Better labor-to-drive-time ratios - Lower SLA breach rates - Scalable, repeatable field ops with no operator bottlenecks
Efficiency That Scales Profit


Real Impact
- 10–30% cost reduction via smarter scheduling - Fewer shifts required per job volume - Better labor-to-drive-time ratios - Lower SLA breach rates - Scalable, repeatable field ops with no operator bottlenecks
Efficiency That Scales Profit

Real Impact
- 10–30% cost reduction via smarter scheduling - Fewer shifts required per job volume - Better labor-to-drive-time ratios - Lower SLA breach rates - Scalable, repeatable field ops with no operator bottlenecks
Efficiency That Scales Profit

Real Impact
- 10–30% cost reduction via smarter scheduling - Fewer shifts required per job volume - Better labor-to-drive-time ratios - Lower SLA breach rates - Scalable, repeatable field ops with no operator bottlenecks
Efficiency That Scales Profit

OhmTechnologies Inc.

Powering Peace of Mind, One Charge at a Time
OhmTechnologies Inc.

Powering Peace of Mind, One Charge at a Time