Does Orin just give me the answers?

No — by policy. Quiz hints are governed with answer-leak detection: they can point at the reasoning path but never at the answer. During assessments, tutoring is restricted to modes that protect evidence integrity.

Which plans include Orin?

Ask Orin chat and hints start on the Starter plan, with larger allowances and full adaptive intelligence on Pro and Business. Plan limits are enforced honestly — the pricing page is the single source of truth.

No. Orin is AI assistance with guardrails, and the product never pretends otherwise. Human help exists separately in the assist lane when automated remediation reaches its limit.

Product

Tutoring that knows where you are.

Orin is not a chatbot bolted onto a course. It is the learning intelligence inside StudAI Loop — grounded in your lesson, governed on your quizzes, adapting across your journey.

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What Orin actually does

Every capability below is implemented and plan-labeled — nothing here is roadmap.

Lesson-grounded tutoring

Ask Orin reads your current lesson, chapter, and learning state — answers are grounded in what you are actually studying, not generic chat.

Governed hints

Quiz hints follow a strict policy: progressive disclosure that never includes, confirms, ranks, or eliminates answer options. Hints carry an XP cost so they stay a tool, not a crutch.

Format routing

Orin learns whether you click with explanation-first, code-first, analogy-first, story-based, or quick-mode teaching — and routes new content accordingly.

Difficulty adaptation

Struggling or breezing? The difficulty tier adapts based on your demonstrated performance, and the current tier is visible in the lesson.

Cross-course memory

Orin remembers concept history and learning patterns across your courses to reduce repeated diagnostics and personalize pacing.

Memory controls

Your data-rights controls cover Orin's memory — export it or erase it with your account, per the privacy policy.

Honest boundaries

Orin is AI assistance — not a human teacher, a therapist, a career counsellor, or a guaranteed mentor. It is designed to make your evidence real, which is why it refuses to hand you answers.

See plan allowances on the pricing page.

Frequently asked questions

Does Orin just give me the answers?: No — by policy. Quiz hints are governed with answer-leak detection: they can point at the reasoning path but never at the answer. During assessments, tutoring is restricted to modes that protect evidence integrity.
Which plans include Orin?: Ask Orin chat and hints start on the Starter plan, with larger allowances and full adaptive intelligence on Pro and Business. Plan limits are enforced honestly — the pricing page is the single source of truth.
Is Orin a human?: No. Orin is AI assistance with guardrails, and the product never pretends otherwise. Human help exists separately in the assist lane when automated remediation reaches its limit.