Experiment Design
Reusable protocols, governance checklists, and live xAPI feeds so adaptive studies launch in weeks, not semesters.
In under three minutes
See the LearnAdapt loop in action
Discover how we unify governed experimentation, tutor intelligence, and ethical analytics into a single evidence‑first platform—built with researchers and educators.
- One ethical, adaptive loop
Every learner interaction fuels transparent tutor support and parity‑aware analytics.
- From silos to synthesis
We dissolve LMS/analytics fragmentation with governed xAPI telemetry and shared dashboards.
- Built for collaborators
Run co‑designed pilots, publish evidence, and scale with your institutional compliance.
Platform pillars
Preview what relaunch will include
Every module is research-grade and field-tested with educators—review the pillars we are inviting partners to extend.
Tutor Intelligence
Observable LLM copilots and rule engines with escalation plans, audit trails, and IRB-ready transparency.
Ethical Analytics
Mastery, engagement, and parity monitors that combine immutable telemetry with narrative insight for decision makers.
Why collaborate now
Join the build partner circle
LearnAdapt operates as a living lab. We run local-first builds, capture evidence with your teams, and redeploy to managed cloud the moment a programme needs scale. Here’s how we work together:
- Co-design sprints
Bring your research agenda or district initiatives—we translate them into governed experiment templates and tutor playbooks.
- Instrumentation lab
We prototype xAPI statements, fairness monitors, and ops dashboards with your real data (kept local-first until you’re ready).
- Launch playbook
Shared Terraform + Cloud Run scripts mean we can redeploy the entire stack in hours once funding or approvals land.
What you can expect:
- Design reviews led by learning scientists and instructional leaders.
- Artifact bundles you can run locally (Docker Compose + Next.js) while we co-validate.
- Clear pathways to redeploy on Cloud Run with your compliance, VPC, and monitoring requirements baked in.
Let’s turn your adaptive learning agenda into an ethical, evidence-rich platform together.
Partner invite
Let’s co-design the next adaptive cohort
Tell us about your lab, district, or institution. We prioritise collaborators who want governed experiments, transparent tutor intelligence, and fairness analytics in the same story. Share a bit about your context and we’ll line up a working session.
Start a collaboration
Tell us about your lab, district, or study and we'll line up a working session.