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Accuracy is a process, not a label.

Gradmin starts with source research, identifies the standards each course is intended to cover, and uses AI checks and adult review. Generated material can still be wrong, and checks are not always available. The goal is work you can inspect and correct.

Explore free early access See how a lesson is built

Free through December 31, 2026. Future packaging and pricing have not yet been announced.

From source to something you can inspect.

  1. ResearchAuthoritative source material and identified standards.
  2. Teaching materialA course plan shapes the lessons, examples, and assessments.
  3. Independent AI checksReviewers check claims and flag issues. Checks can miss errors or be unavailable.
  4. Human inspectionParents and educators inspect material and report concerns.

Correction feeds back into the material.Administrators can revise a lesson or regenerate a focused part.

A process for finding and correcting problems—not a guarantee that published material is error-free or that every check ran.

Source-firstresearch precedes lesson writing

Reviewablechecks support, not replace, adult judgment

Correctableadults review work; administrators can correct lessons

The controls—and limits—behind the curriculum.

Gradmin connects the daily work. Parents and educators keep the decisions that need human context and judgment.

  1. 01

    Start with traceable sources

    Research is collected from authoritative sources before lesson writing. Standards remain identified by framework and code instead of being reduced to an unsupported alignment claim.

  2. 02

    Planning and writing are separate

    A course plan establishes scope, prerequisites, and standards distribution before individual lessons are generated. This makes gaps and overload easier to detect early.

  3. 03

    Verification has limits

    Independent AI reviewers can check lesson claims against the research background and flag critical issues for correction. If a verification provider is unavailable, checks may be skipped or incomplete; a published lesson is not proof that every check succeeded.

  4. 04

    Generated content needs judgment

    A generated lesson can still be incomplete or wrong. Gradmin does not turn model confidence into proof, and it does not present course completion as accreditation or professional certification. Parents and educators should inspect material and report concerns.

  5. 05

    Adults review consequential work

    Rubric scoring, handwriting extraction, and standards proposals preserve the source artifact. Parents can accept, revise, or send work back rather than inheriting an opaque decision.

  6. 06

    Lessons can be corrected

    Admins can revise lessons and images, regenerate a focused part, and replace weak curriculum. Product and methodology claims should be reviewed when those systems change.

A check is evidence. It is not a guarantee.

Verification can help find a problem. Its outcome still needs context, and the material still deserves inspection.

  • No critical issue flaggedErrors may still be missed.
  • An issue is flaggedCorrection may be needed.
  • A check is incompleteUnavailable is not the same as passed.

In every case, keep human judgment.

Inspect explanations and answers. Report concerns. Correct weak material rather than treating publication as proof.

These are possible verification outcomes, not a report on a particular course. A lesson can remain available when verification is skipped or fails.

Find the detail that matters to you.

See how the plan, daily learning, adult review, and records connect before you decide.

See the complete loopFollow the system from research to records.Review the product boundariesSee tutoring permissions and adult oversight.Look inside the lesson designFollow an astronomy example and the purpose of each step.

Start with one learner. See how the pieces fit.

Free through December 31, 2026. Future packaging and pricing have not yet been announced.

Explore free early access Return to overview