Automate the Work Eating Your Week

Copilot EGE

Exam prep that follows a route through the gaps, not the whole textbook

What it had to fix

Exam prep usually runs through the full syllabus whether a student needs it or not. A strong student spends weeks on topics they mastered years ago, a weaker one gets lost in topics they cannot start yet, and the tutor learns where a student is stuck only during the lesson, when half of it is already gone. The school also had no fair way to see which teaching worked: a tutor with weaker students always looked worse on raw scores.

How we did it

We built the platform around a knowledge map of 24 exam topics and the links between them. A short diagnostic places every topic as known, shaky, unknown or not yet checked, and the route only includes what is missing, in an order where every topic has its prerequisites in place. The same data feeds three views: a student sees the next step, a tutor sees signals and typical mistakes, and the head of the school sees growth per tutor instead of raw scores.

What changed

• Diagnostic of 25 problems and a personal route through the gaps only
• Knowledge map of 24 topics that keeps checked, inferred and unchecked apart
• Topics in four steps, spaced review, a practice exam and a maths keypad on the phone
• AI assistant that answers from the platform's materials and stays on the subject
• Tutor signals, lesson prep and parent reports, plus a school dashboard with growth per tutor

CarPixly

An AI car photo studio that works from the car park to the showroom

What it had to fix

Dealers and private sellers photograph cars wherever the car happens to be: a car park, a street, a service bay. The photo sells the car before the description does. A studio shoot costs a day and a booking; a phone photo costs nothing and looks it. CarPixly had to close that gap for people who are not photographers, so the product had to help before the shot as much as after it, and work the same on a laptop in the office and a phone on the lot.

How we did it

We treated it as one product with two front doors. The web studio takes uploads from a computer; the mobile app adds the camera with live AI framing hints. Both sign into the same account and write to the same garage, so a car shot on the lot is already waiting on the desktop. Rendering runs on credits: anyone can sign up and explore the studio for free, and payment starts at the moment of value, the render.

What changed

• Web studio: scene choice with seven-angle previews, drag-and-drop upload, processing queue, render
• Mobile capture with live AI framing hints and a gallery fallback
• My Cars garage grouped by vehicle and synced between web and app on one account
• Credit balance with hosted checkout, plus an admin for backgrounds and pricing
• Marketing site, FAQ and download page in English, German and Russian