Learning products
that teachers back

K-12, higher ed, workforce learning and test prep all share the same spine: curriculum, assessment, feedback, identity and analytics. We build education software that respects how learning actually happens — and keeps AI honest.

See capabilities Scope a learning build
Education topology: learners, teachers, AI tutor, LMS, assessments, analytics and institution systems edu.stack mastery 72% learner · teacher · ai · sis Learnerscohorts · identity · consent Teachersrubrics · overrides · sign-off Courses · LMSlti · scorm · lxp Assessmentsitem-bank · adaptive AI tutor · feedbackretrieval-grounded · rubric-driven Analyticsmastery · IRT · drop-off Institution · SISrostering · gradebook · billing

CAPABILITIES

Six education surfaces under one learning team

Platform, assessment, tutor, live, institution and analytics — built as one product so teachers stay in the loop and students get outcomes instead of gimmicks.

01

Learning platforms

LMS / LXP cores, course authoring, curriculum graphs, cohort management, certifications, SCORM / xAPI when you must speak that dialect.

02

Assessments

Item banks, adaptive testing, proctoring, grading workflows, rubric engines, plagiarism and AI-authorship checks.

03

Tutors & AI agents

Retrieval-grounded subject tutors, socratic scaffolding, feedback on essays and code, guardrails tuned to age and subject.

04

Live classroom

Realtime video, whiteboards, breakout rooms, student telemetry, recording pipelines, accessibility captions by default.

05

Institution systems

SIS integration, identity (LTI 1.3, SSO), rostering, timetables, billing, parent portals, multi-tenant district operations.

06

Learning analytics

Mastery models, drop-off cohorts, time-on-task, teacher dashboards, early-intervention alerts and fairness reviews.

AUDIENCE LADDER

Different learners need different builds

From early primary to workforce, each age band has a distinct risk and product shape. We engineer to that shape instead of bolting a generic chatbot on top of every course.

BandNeedBuild shape
K-5Gated content, parent consent, strict AI guardrailsCurriculum-locked content, COPPA-safe signup, limited-turn tutors with human review
6-8Adaptive practice, clear progress visualsItem-response theory practice, streaks, parent visibility, teacher override tooling
9-12Test prep + coursework balanceMock exams, grade-book sync, essay feedback loops with citation-style grounding
HigherScale, LTI, institutional policiesMulti-tenant LMS, Canvas/Blackboard LTI, academic-integrity detectors, research APIs
WorkforceSkills, credentials, employer dashboardsSkill graph, micro-credentials, cohort analytics, employer portal with hiring funnel view
Honest AI tutors

An AI tutor that answers every question is a cheating engine. The ones that teach ask back, scaffold and grade against a rubric — that's an NLP and governance problem, not a prompt.

Open natural language processing ↗

STACK

LMS · live · AI · analytics

Default toolkit across the four learning lanes. Substitutions driven by the institution's identity estate and regional compliance regime.

LMS · LXP

  • Canvas · Moodle · Open edX
  • Custom LXP on Next.js + Postgres
  • SCORM 2004 · xAPI · cmi5
  • LTI 1.3 deep linking

Live · media

  • LiveKit · Daily · Agora
  • Realtime captions + translation
  • Recording → HLS · transcripts
  • Adaptive bitrate for low-bandwidth

AI · tutoring

  • Retrieval-grounded subject tutors
  • Essay / code feedback rubrics
  • AI-authorship detection baselines
  • Safety guardrails by grade level

Analytics · ops

  • Mastery + IRT models
  • Teacher + admin dashboards
  • Identity: SSO, SAML, OAuth
  • COPPA · FERPA · GDPR-K controls

Adjacent disciplines

Where learning products connect

Tutors

Natural Language Processing

Retrieval-grounded tutors, essay feedback, classification and summarisation wired into the grade-book.

 Governance

MLOps & Governance

Age-aware guardrails, fairness reviews, drift monitoring and human-in-the-loop for graded outputs.

 Product

SaaS Product Development

Multi-tenant LMS / LXP engineering, billing, identity, roles and district-scale operations.

 Insights

Business Intelligence

Teacher dashboards, district KPIs, funding / outcome reporting and early-intervention telemetry.
Curriculum · assessment · feedback

Build learning software that teachers defend

Share the age bands, the LMS incumbent, the compliance regime (COPPA, FERPA, GDPR-K) and the three outcomes you're measured against. We come back with a tooling sketch, guardrail plan and pilot cohort proposal inside ten working days.

Start an education engagementOr open NLP