02 · CASE STUDY · ALGOWORKS
A learning platform where people and AI agents role-play together.
- PRODUCT
- IntelliCopilot-EDU
- ROLE
- Principal Software Engineer, led development
- PLATFORMS
- Web
- STACK
- Next.js, Tailwind, Testing Library, Storybook

The problem
An AI platform for education has to do more than answer questions. Each organization wants its own interface for its students, instructors want to build a whole class in one place, and learners need to practise with people and AI agents together, each taking part knowing only what their role would know.
The approach
Build the platform around AI from the start. The CMS lets an organization give its students a custom interface, and has AI built in, so an instructor can build a whole class inside the app, including quizzes, messaging and case studies. It also generates an AI agent for every module from the course's own content. Grading is AI-assisted, and permissions are hierarchical and role-based. Case simulations let any mix of humans and AI agents role-play together, each holding private, asymmetric knowledge.
INPUT
A class, built in the app
CMS
Custom interfaces for each organization's students
AI AUTHORING
Instructors build a whole class: quizzes, messaging, case studies
SIMULATIONS
Humans and AI agents role-play together
GRADING & ACCESS
AI-assisted grading, role-based permissions
OUTPUT
People and AI, learning together
What I built
- Led development of IntelliCopilot-EDU, an AI-native learning platform.
- A CMS that gives organizations custom interfaces for their students, with AI built in so an instructor can build a whole class inside the app, including quizzes, messaging and case studies, and an AI agent generated for each module from the course content.
- Real-time case simulations where any mix of humans and AI agents role-play with private, asymmetric knowledge.
- AI-assisted grading and hierarchical, role-based permissions.
The outcome
I led engineering on a small, cross-functional startup team that took IntelliCopilot-EDU from concept to a live classroom beta pilot. It runs on the same patented technology as AI RPG Hub.