Trust Center · Evidence & outcomes
Every claim carries the level of its evidence
Education products love unlabeled success statistics. Aivo labels every claim at one of five evidence levels, and says "Not yet measured" out loud.
The five levels
A claim may only render at the level its underlying evidence supports. The levels are ordered; nothing at a lower level may borrow the language of a higher one.
Capability evidence
The product demonstrably does this. Verifiable by using the platform.
Customer observation
Families or staff report this. Real, attributed, and labeled as observation.
Pilot finding
Measured in a structured pilot with agreed criteria. Labeled with its window and scope.
Independent evaluation
Measured by an external evaluator with methodological independence.
Causal result
A causal effect established by independent evaluation. Aivo makes no causal claims today.
Where our evidence stands
Adaptive instruction
Sessions adapt pace, modality, and difficulty to the individual learner profile in real time.
IEP-aligned practice
Daily practice maps to active IEP goals with dated progress documentation.
Family-team alignment
Adults connected to a learner share one role-scoped progress picture.
Learner engagement over time
Sustained engagement patterns for neurodiverse learners.
Academic outcome effects
The effect of Aivo on academic outcomes. Not yet measured — this is what pilots and research partnerships exist to establish honestly.
"Not yet measured" is a complete sentence here. Solo work and helped work are never blended into one score, and no figure renders without its window and source.
Help us raise the level
Outcomes pilots and research partnerships are how these rows move up honestly. Both start with a conversation.