Goal Fit01
Schedule Fit02
Reliability03
Learning Pace04
Observed Affinity05
MATCH PREVIEW
A match is a hypothesis that gets tested by real collaboration.
Use declared goals and schedules to create candidates. Use actual reliability and affinity data to decide whether a pair should continue.
MATCH DIMENSIONS
0
Goal
0
Schedule
0
Reliability
0
Pace
0
Preview only. HAOLLA should never infer sensitive traits or promise compatibility from a score alone.
PAIR PROTOCOL
Matching creates the opportunity. Structure creates the learning.
Pair roles rotate so one learner explains and the other challenges the reasoning. Both remain individually accountable.
AExplainer
State the claim, evidence and reasoning in your own words.
BChallenger
Ask why, test evidence, locate assumptions and offer a counterexample.
↻Switch
Roles rotate so both students practice explanation, challenge and revision.
NEXT STEP
Start with one real learner or one real workflow.
HAOLLA is designed to earn trust through measured use—not through exaggerated claims.