/case-studies / education-adaptive-learning
GENERATIVE AI & COPILOTS

Adaptive learning lifts completion for an education provider

client
Education Provider
industry
Education
services
Generative AI · Learning
duration
6 months
fig.80// skillikzmodeltraininfervectorAImodel.evalrollout89%98%accuracyusage79coveragelive
// OVERVIEW

Education Provider — a education organisation — engaged Skillikz on adaptive learning: Personalised pathways and AI tutoring that boost outcomes. This case study sets out the business challenge, the AI-led approach we took, the technologies involved and the measurable outcomes delivered over 6 months.

// TECHNOLOGIES
RAGClaude / GPT-4Next.jsPythonVector DBAzure OpenAI
+22%
completion
1:1
personalisation
dropout
tutor
in every pocket
01 // THE CHALLENGE

One-size-fits-all courses lost learners who fell behind, with no scalable way to offer individual support.

02 // OUR APPROACH

We built adaptive pathways and an AI tutor that meet each learner where they are, with guardrails and educator oversight.

Adaptive content sequencing per learner
Grounded AI tutoring with safety guardrails
Educator dashboards and oversight
Outcome measurement and iteration
03 // THE RESULTS

Course completion rose 22% with lower dropout, as learners get personalised support at the moment they need it.

Every learner now has a patient tutor — and our completion numbers show it.

Head of Learning · Education Provider
// HOW WE'D DELIVER THIS TODAY

The AI services behind this outcome

A project like this draws on a focused set of Skillikz services — from first assessment to a working pilot and a clear path to scale.

// MORE WORK
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