The lab

What we build for ourselves.

Three products we design, build and run on our own infrastructure. They are where we learn what works, and every client project gets the same engineering.

  1. 01

    Your time is the measure

    We count success by how quickly you finish, not how long you stay. No streaks, no nagging notifications, no infinite scroll.

  2. 02

    Help that steps back

    Our tutor gives less help as a learner improves, until they don't need it. Software should leave people more capable, not more dependent.

  3. 03

    Easy on the first try

    If someone needs a manual, the design isn't finished. We test with the people who will use it before we call it done.

  4. 04

    We run what we build

    Our own products run on infrastructure we manage, and access control and security are checked before anything ships. Nothing is handed off.

AI · Education

AI-Tutor

An adaptive C++ and DSA tutor. A placement test finds each learner's level, every answer is graded by running the code in an isolated sandbox, and hints step up one level at a time instead of handing over the answer.

  • Adaptive placement test
  • Sandboxed code grading
  • Step-by-step hints
  • Reading and writing mastery
Pilot · November 2026How it works
Edtech · Placement

GradPlacifyr

A placement management system for universities — students, recruiters, drives, applications and analytics, with a strict role boundary between each of the four user types.

  • 4-role access control
  • Drives & applications
  • Analytics
  • AI resume parsing
Deployed & defendedHow it works
AI · Education

AI MCQ Platform

Practice tests generated on demand by a language model we host ourselves — pick a topic and difficulty, get a test, track progress over time.

  • Local LLM inference
  • Async generation
  • Progress tracking
  • Zero API cost
Running on our own GPUHow it works

And for clients

Client work · Career counselling

A career-counselling platform

A counselling platform for a career practice — psychometric assessments that score and generate a personalised report, plus session booking and an admin surface the counsellor runs herself.

  • Assessment engine
  • PDF reports
  • Bookings
  • Admin CMS
Live in production
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