Services

AI Engineering

AI systems for education — copilots, prediction, and automation that ship.

We build production AI for education platforms: learning copilots, retention prediction, engagement automation, and analytics — engineered into your existing stack.

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Education specialists

Transparent sprint delivery

Outcome-led engagements

AI Development Services

Delivered by education specialists — from discovery through launch and beyond.

Featured Case Study

Proof from a real AI engagement

An AI assistant watching every learner's momentum — success automated, not hoped for.

AI Assistant LTI · Analytics

An AI assistant that keeps every learner on track

UNIRAZAK · Malaysia · AI Solutions

Key outcomeLearner success, automated

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Sublime Intelligence

Analyzing behavior

Analyzing learner behavior

Pace4 days behind cohort median

ActivityInactive 6 of the last 7 days

AssessmentsQuiz average down 18%

Scanning pace, activity and score signals across the cohort…

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What We Deliver

AI Development Services, end to end

AI Learning CopilotsContextual tutoring and mentoring systems built into your platform's learner journey.

Predictive AnalyticsRetention prediction and risk detection trained on behavioral learning signals.

Engagement AutomationNudges, outreach, and recovery workflows triggered before learners disengage.

AI Chat & SupportInstitution-grade assistants for student support, advising, and operations.

Workflow AutomationAI-driven operations across admissions, enrollment, and student success teams.

Responsible DeploymentData governance, evaluation, and guardrails designed for education environments.

How We Work

A staged path from use-case to production.

Every AI engagement moves through three deliberate stages — each engineered around learner outcomes, not demos.

Stage 1

Use-Case & Signal Discovery

Metric-impact mapping

Behavioral data audit

Opportunity analysis

Stage 2

Build & Evaluate

Production AI engineering

Evaluation & guardrails

Demo-every-sprint delivery

Stage 3

Deploy & Improve

Embedded rollout

Outcome measurement

Continuous model improvement

Client Stories

Success stories across the institutions we build with

Real outcomes from universities, academies, and cohort-based programs — engineered on the platforms they already run.

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“

Excellent work by Samuel. He's absolutely a SME for Canvas and Ruby. Thanks for all the hard work and dedication

John WelbornDelivery Director, MobileProductive Ed

“

Top quality and outstanding work.

Sharaf GuossousCEO and Founder

“

Mr.Samuel, has been extremely helpful in integrating Roll Call Attendance to our existing Canvas. He has been able to deliver the project with in the given time lines as was able to assist in sharing recommendations for further improvements that can be incorporated into the existing system

Bala Chandra SekharAcademic Head — Academic Planning & Delivery, UK

“

Thank you, Samuel. We are very pleased with the product your team has developed for us. Please pass on our gratitude to them for working so hard and making a great product.

Brad ShookV.P of Information Technology and Analytics/CIO

“

Hi Samuel, I got some good feedback regarding your ongoing support for Evateach. I appreciate the work you and your team are doing.

Toby OgbonnaEvaTeach

“

I have been working with Samuel and the ZionStar team for many years, and they have become an integral technology partner to our business. In addition to delivering a wide range of development and technology projects, the team manages our entire hardware infrastructure and software stack. They are consistently professional, responsive and reliable, with a strong focus on understanding our needs and delivering practical, high-quality solutions. Their technical expertise, dependability and ability to support us across all areas of our technology environment have been particularly valuable.

SSShaun SwartzSK Education SolutionsEdSol

Ready When You Are

Put AI to work on retention.

A working session on your platform, data, and the highest-impact AI opportunities.

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