Use case

AI for education companies

Adaptive curricula, automated assessment, and student support that respects the pedagogy your company is built on.

What teams hire us for

Three jobs Teaching teams hand to us

  • Adaptive curriculum sequencing

    Lessons re-ordered based on what each student got wrong.

  • Automated assessment

    Rubric-driven grading at scale, sample-audited.

  • Student support tutor

    AI trained on your materials. Encourages real learning.

What we build

Things we build for Teaching teams

  • Adaptive curriculum sequencing

    Lessons re-ordered based on what each student got wrong. Without breaking your existing course structure.

  • Automated assessment + feedback

    Rubric-driven grading at scale. Quality-checked, sample-audited, transparent to learners.

  • Student support tutor

    AI assistant inside your LMS. Trained on your materials. Encourages real learning, not shortcut answers.

  • Cohort-level analytics

    Drop-off patterns, engagement signals, intervention triggers — by cohort, by lesson, by assessment.

Time lost, made visible

Start with the hours your Teaching team loses

We find where the team loses time, show what it costs, and build the fix. Three services take you from finding the jobs to your team using the result.

  • AI consulting

    Find where AI pays off: the jobs ranked, what each costs today, and what to do first.

    Learn more
  • AI implementation

    Put it to work and keep it running: AI does the volume, a person checks the result.

    Learn more
  • AI training

    Make the team use it: role-specific training tied to the workflows we build.

    Learn more
Questions

Common questions

How do you stop students from using the ai tutor to skip the work?

The tutor is trained on your materials and on the pedagogy of how you teach — it socratic-prompts and refuses direct answers on assessed work. for the online education company we shipped, the tutor logs every interaction so instructors can spot the students who are pattern-matching answers vs the ones doing the work.

What does the automated assessment look like — do instructors lose grading judgment?

No. the rubric is yours; the ai applies it consistently and surfaces the marginal cases to a human. instructors spend their hours on the submissions that need real judgment.

Does this replace our lms (thinkific, teachable, canvas, moodle)?

No. we build on top of it. lms extensions, scorm packages, lti integrations, or direct api work depending on what your platform supports. the lms keeps being the system of record for enrolment, payment, and grades.

Tell us which job takes the most time.

30 minutes. No preparation needed. We will tell you honestly whether AI can help, and where to start.