Auto repair service status updates
Customer-facing repair updates, parts ETA, photo + video walkthroughs of damage, approval capture for added work.
smb
home-services
support
auto-repair
Monthly Active Users
5,000
default for smb
Calls per User / Month
2.4
Token Shape (in/out)
800 / 300
Setup Complexity
medium
~25 hours
Suggested capabilities
inference
multimodal
voice
agentic
evaluation
Integration
Complexity
medium
Setup hours
25 hrs
Glue cost / month
$35
Common systems
Mitchell1
Shopmonkey
Tekmetric
AutoLeap
Production hints
Compliance flags
HITL
Default review rate
15%