AI agents for education and EduTech — learning analytics, student success, assessment and curriculum, and enrollment growth across K-12, higher ed, and corporate learning. The agents draft, model, and flag; your academic and admissions teams decide.
The EduTech module defines 17 specialized agents across learning analytics, student success, content, and growth. Part of 700+ AI agents across 26 industry modules (2 runtime-wired today).
Without early signals, at-risk learners disengage and churn. By the time you notice, retention and learning outcomes have already slipped — and so has your reputation.
Acquisition costs climb while conversion stalls. Marketing, sales, and onboarding operate in silos, and the funnel leaks at every stage from inquiry to enrollment.
Building, localizing, and updating courses is slow and manual. Gaps in curriculum and assessment quality hurt learning outcomes and slow your entry into new markets.
Schools, parents, and B2B buyers want evidence that learning works. Without rigorous analytics, you are selling on promises instead of proof — and losing deals because of it.
Scoped Deliverable
We map one high-value education workflow together — typically student success, enrollment funnel, or course development — and design the agent and the ontology behind it against your own process.
Scoped Per Engagement
Expand from one agent to a team. Add the Learning Designer Agent for course and assessment work. Extend the Student Success Agent across more cohorts. Monthly reviews cover what the agents produced and what your staff corrected.
Scoped Per Institution
Agents across learning, content, growth, and customer success for the whole institution, designed to run against your LMS and SIS.
Two of the 17 agents defined in the EduTech module
The Retention Guardian
I help you... spot at-risk learners early and intervene to keep them engaged, progressing, and succeeding.
Where the human stays accountable
A student-success lead reviews every flagged learner and approves the intervention before it reaches a student.
The Curriculum Architect
I help you... draft courses, assessments, and localized content, so your faculty spend their time reviewing rather than writing from scratch.
Where the human stays accountable
A faculty reviewer signs off on every outline, item bank, and translation before it reaches a classroom.
More agents available: VP Product, VP Growth, VP Content, VP Engineering, Growth Marketer, Data Scientist, Customer Success Manager, VP Sales (B2B), and more.
We do not claim customers we do not have. This table describes capability, not results.
| Area | What the agents do |
|---|---|
| Student Retention | Models engagement, attendance, and assessment signals per learner, then flags the students a success lead should look at this week. |
| Enrollment | Tracks the inquiry-to-enrollment funnel stage by stage and drafts the follow-up an admissions officer reviews before it goes out. |
| Course Development | Drafts course outlines, item banks, and rubrics against the learning objectives your faculty set. |
| Localization | Adapts existing courses and assessments into another language and market for a native-speaker reviewer to approve. |
| Learning Analytics | Encodes the ontology — learner, cohort, objective, assessment, attempt — so efficacy questions can be asked of your own data. |
| B2B Sales | Assembles the evidence pack a school or corporate buyer asks for, from the data your institution already holds. |
Designed to run against your LMS, SIS, and assessment data inside your own environment.
Book a Discovery Workshop. We map one education workflow with your team, design the agent and the ontology behind it, and hand you the written scope. Fixed fee in the scoped proposal.