Institution Rubric01
Student Portfolio02
Feedback Automation03
Human Review04
Parent Summary05
OPERATING LEVERAGE
Estimate repetitive feedback time—not promised “AI savings”.
The calculator below is an operational illustration. Your real result depends on task type, rubric complexity, human-review rules and student needs.
ILLUSTRATIVE CAPACITY
0h
potential monthly staff time shifted away from repetitive analysis
Current feedback load0 h
Assistable share65%
Human reviewkept
Teaching identitykept
Illustrative operations estimate only. Not a financial, labor-saving or learning-outcome guarantee.
申請機構試點PILOT DESIGN
Start with one real workflow, not a giant transformation project.
Pick one student segment, one recurring assignment type and one human-review policy. Measure quality and time before expanding.
01Map
Current teacher workflow, rubrics, pain points and communication channels.
02Pilot
Run HAOLLA on a narrow workflow with clear human escalation rules.
03Scale
Expand only where measured quality, adoption and operating leverage justify it.
NEXT STEP
Start with one real learner or one real workflow.
HAOLLA is designed to earn trust through measured use—not through exaggerated claims.