Reasoning, evidence, organization, expression and revision.
The more clearly the learner’s goal, assignment and feedback are understood, the more useful the next action can be.
HAOLLA can support IB-context learners with argument structure, evidence use, expression and revision habits. It is independent instructional support, not official IB examiner feedback.

AI supports repeatable analysis while important judgment and learning ownership remain human.
The more clearly the learner’s goal, assignment and feedback are understood, the more useful the next action can be.
HAOLLA avoids unverified claims of official status, guaranteed outcomes, affiliation or scoring authority.
A single analysis matters only if revision and re-performance become useful learning signals.
Clarify the starting context so effort is focused on the right problem.
Turn the goal into an observable action that can be reviewed and improved.
Prioritize the highest-impact change before adding more work.
Use the revised performance to plan the next learning step.

Learners revise and explain, educators retain important judgment, and AI helps with repeatable analysis and pattern detection.
No. It is independent instructional feedback for learners working in an IB context.
The product philosophy prioritizes prompts, criteria and revision guidance so the learner remains the author.
Yes. The more explicit the legitimate task criteria, the more useful the feedback workflow can be.