Workload Catalog / smb-tutoring-student-matching

Tutoring student-tutor matching + scheduling

Match students to tutors by subject + style + availability, recurring session scheduling, parent progress reports.

smb education operations tutoring
Monthly Active Users
5,000
default for smb
Calls per User / Month
1.2
Token Shape (in/out)
800 / 300
Setup Complexity
medium
~18 hours

Suggested capabilities

inference retrieval agentic evaluation

Integration

Complexity medium
Setup hours 18 hrs
Glue cost / month $35
Common systems TutorBird TutorCruncher Calendly

Production hints

PII intensity medium
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