From "we hope" to "we know."
The goal: a number your board accepts.
We're onboarding a small founding cohort of colleges — free pilot semester, the full platform, outcomes measured together and published honestly. Here's exactly what the pilot looks like.
The pilot, on paper
01One semester, one batchfree
02Full platform + mock panelsincluded
03Outcomes measured togetherpublished
Your commitmentone faculty champion
Ourseverything else
The goal: a number your board accepts.
Explaining out loud is the trained skill.
Green / amber / red per student, live.
Most placement cells run on spreadsheets and rationed faculty hours. The pilot's job: by week twelve, every CS student has a defensible readiness score, and your placement board has numbers to act on.
The typical TPO has a few hundred students per cohort and no objective signal of who is interview-ready. Tracking lives in spreadsheets and WhatsApp groups; faculty hours get rationed by reputation, not data. Every recruitment drive feels like a coin-flip. That's the problem the pilot exists to remove.
Faculty mapped CodeStory chapters to the existing CS curriculum in one 90-min session. No retraining, no rip-and-replace.
Every student recorded 3 mock interviews per week. The AI tutor scored on technical depth, communication, edge-cases, and time discipline.
Placement officer saw a live readiness band per student — green/amber/red — and could escalate the right cohort to the right faculty.
"Placement readiness is a guess today. What I need is one number per student that recruiters trust and that I can defend at a board meeting.
"We built the console around what placement teams asked for in discovery: one number, weekly trend, zero spreadsheets.
"Spoken mock interviews are the wedge — solving silently was never the failing skill. Explaining is.
"The pilot is free for a semester because the case study is worth more to us than the invoice.
30-minute call · free pilot for one cohort · we bring the brochure.