Find Tutor Web

Timeline: Built in weeks
Category: Learning platform
Techstack: Claude agent pipelines · React · realtime
Location: Global
Year: 2026

921 interactive lessons, written by agents.

Find Tutor Web is a learning platform across IB, A-Level, IGCSE and Lower Secondary: 15 subjects, 921 lessons, 556 live simulations and auto-marked mock papers.

Every lesson was written, illustrated, simulated and test-marked by AI agent pipelines rather than a content team, then checked against its exam board before it went live.

[AI agent pipelines] — [EdTech]

The challenge

A library no human team could ship.

Four exam boards, fifteen subjects and every concept needing a lesson, a simulation and exam-shaped questions. Written by hand, that is years of work for a content team.

The bar was the real exam: questions in real paper formats, mark schemes, numeric answers checked to 2% tolerance.

Programmes across four exam boards: 15 subjects, 921 lessons

A chemistry lesson slide: smaller atom, stronger pull

The solution

Pipelines that write, test and gate every lesson.

We built agent pipelines that script each lesson as a ten-slide arc (hook, visual, worked example, test), build the studio around it and audit every one before it publishes.

Simulations run live: predator–prey cycles, action potentials, projectile motion, all computed in real time. Any phone becomes a whiteboard: scan a QR and annotate the projected slide.

[Demo] — Find Tutor Web

The agent build pipeline with its gates passing

01 / 06
Four exam boards, one standard
IB, A-Level, IGCSE and Lower Secondary: 15 subjects, 921 lessons, every one held to the same bar.
02 / 06
Slides that teach
Hook, visual, worked example, test: a ten-slide arc per concept, then a recap that re-asks what you missed.
03 / 06
Real physics, running live
556 lessons run genuine simulations: predator–prey cycles, action potentials, projectile motion, computed in real time.
04 / 06
Exam-shaped, auto-marked
10,268 questions in real paper formats: timed mocks, mark schemes, numeric answers checked to 2% tolerance.
05 / 06
Any phone is a whiteboard
Scan a QR and annotate the projected slide live from your hand, with strokes streaming in over realtime.
06 / 06
Built by agents, in weeks
A 1.17-million-line library, written, audited and gated by Claude agent pipelines.