AI review in minutes
Every submission gets a 0 to 10 score with named strengths and gaps. No waiting weeks for a human panel.
Climbing gate 1 of 3 · Seeker → Gig Professional
Every IBW you publish (an Insight, Blog or Whitepaper on a real industry problem) is reviewed and scored by AI. Score 7 out of 10 or higher and your profile is upgraded to Gig Professional, automatically.
What you get
Every submission gets a 0 to 10 score with named strengths and gaps. No waiting weeks for a human panel.
Before you publish, an AI critic reads your draft the way a demanding CEO would: it names the weakest link and the questions you will face, so you fix them first.
Published IBWs live on your profile with their score, views and saves. Employers browse the work, not the claims.
The moment a submission crosses 7, your stage changes. No interviews, no waiting lists, no favors.
The scoring rubric
The same rubric applies to everyone, and every score comes with written reasons. A low score can be appealed to human review.
0 to 3
No real research. Generic, padded or off-topic writing.
4 to 6
Genuine effort, but the analysis is shallow, claims lack support, or there is no original angle.
7 to 8
Solid applied research: clear problem, reasoned analysis, a defensible original proposal. This passes.
9 to 10
Consulting-grade work with evidence, structure and a genuinely novel insight.
How it works
Browse live problems posted by verified organisations, or research a topic independently.
Problem, analysis, proposal, evidence. The editor guides the structure.
Run the Steel-Man Reviewer on the draft and patch the gaps it finds.
The gate scores it. 7 or higher moves you up the ladder.
02
Climbing gateThe Blueprint Gate
Turn validated research into a company plan.
03
Climbing gateThe Venture Gate
Get certified as investable.
05
Entry gateThe Mentor Gate
Mentor proven talent. Earn fees and equity.
The AI Quality Gate
For job seekers, students and professionals