Product status

What works now—and what still requires activation.

The private beta contains the complete product framework. External commercial services remain disabled until verified accounts and tests are completed.

PRIVATE BETA • COMMERCIAL CHECKOUT DISABLED

WORKING NOW

Functional MVP

✓Three-scenario assessment
✓Guided 12-area profile coach
✓Sign in with ChatGPT workspace
✓Durable profiles and progress
✓Server-enforced Free and Plus limits
✓Application tracker
✓Private CV uploads and deletion
✓Account export and deletion
✓Consent-based first-party analytics
✓Stored support messages and error records
✓Stripe checkout, portal and signed-webhook framework
✓Paid AI endpoint with daily limits
✓Responsive and keyboard-accessible interfaces

NEXT PHASE

Public-beta readiness

→Create and verify the external service accounts
→Connect live service credentials
→Test email delivery, Stripe test payments and webhook updates
→Run mobile, browser and accessibility checks
→Test with 20–30 beta users
→Calibrate recommendation quality
→Add a publishable business correspondence address

NEEDS EXTERNAL ACCOUNT

Commercial activation

○Verified OpenAI API billing
○Verified Stripe business account and product price
○Resend account and authenticated sending domain
○Final legal review
○External security review
○Live vacancy and occupational data providers
○Administrative reporting dashboard

Remaining delivery estimate

From private beta to a credible paid product.

1–3 days

Create accounts

Open and verify Stripe, OpenAI API and Resend accounts.

2–5 days

Activate and test

Connect credentials, run test payments, verify webhooks and confirm email delivery.

1–2 weeks

Private beta

Test with 20–30 engineering students and correct the recommendations.

2–6 weeks

Paid beta

Complete legal, security, accessibility and recommendation-quality reviews.