David L.
HVAC Company Owner
2.5
AIBMM ScoreDavid owns an HVAC company with 18 technicians. His dispatchers were overwhelmed with incoming calls, scheduling conflicts were losing jobs, and technicians were constantly calling the office for part information.
Starting Point: The Struggles
Dispatchers overwhelmed with 100+ calls/day
Scheduling conflicts losing 5-10 jobs/week
Technicians calling office 20+ times daily for parts info
No way to handle after-hours emergency calls
The 90-Day Journey
Office + Field Discovery
David ran Discovery with office staff and field supervisors. Score of 2.5 - all operations were phone and paper based.
Service Business Workflows
Mapped call intake, dispatching, scheduling, parts lookup, and job closeout. Call intake and scheduling had highest priority.
Two-Lift Stage Plan
Given team's tech comfort level, limited to 2 Lifts: AI Call Screening and Smart Scheduling Optimization.
Call Screening Implementation
Deployed AI phone system that screens calls, identifies emergency vs routine, collects job details, and routes to appropriate dispatcher.
Telecom Configuration Delays
Phone provider needed special configuration for AI handoff. 2-week delay logged as friction. Used temporary workaround.
Smart Scheduling Rollout
AI considers technician skills, location, job type, and traffic to optimize daily routes. Dispatchers review and approve suggestions.
Weekly Checkpoint
Standard Checkpoint revealed scheduling Lift at Yellow status due to GPS data quality. Added technician phone check-ins as backup.
Field Team Review
Both Lifts graduated. Dispatchers now handle 40% more calls. Scheduling conflicts nearly eliminated. Captured call scripts as patterns.
Lifts Executed
AI Call Screening and Booking
→
Dispatchers handle 40% more calls
Smart Scheduling Optimization
→
Scheduling conflicts down 90%
Friction Encountered & Resolved
Issue
Telecom provider slow to configure AI call handoff
Resolution
Used temporary IVR workaround, escalated to vendor management
Issue
GPS data quality issues affecting route optimization
Resolution
Added technician check-in backup and improved truck GPS devices
Results: By the Numbers
Calls per Dispatcher
100/day
→
60/day
Scheduling Conflicts
5-10/week
→
1/week
Jobs Completed per Tech
4/day
→
5/day
Key Takeaways
Field service businesses benefit enormously from call automation
Start with conservative Lifts when team has low tech comfort
Telecom/vendor dependencies are common friction sources
Smart scheduling creates both efficiency and happier technicians
What's Next for David?
Mobile parts lookup for technicians, AI-assisted diagnostic support
Start Your Journey
David started exactly where you are. Begin with Discovery to chart your own path.