CVs are old stories

And everyone who reads yours works for the other side.

Old jobs feel like past lives.
Earlier versions of yourself which got you one step closer to where you are now. And, since you know the story, understand the real evolution behind it, and can backtrack it with perspective and hindsight, you tend to get a bit too attached to the main character.

The thing is, a CV is one of the most-read pieces of content you’ll ever produce.
A CV gets parsed by an ATS instantly, ranked by a sourcing tool that sells access to CVs, scored by a platform trained on what past hires at that company looked like, and scanned for seven seconds by a recruiter paid per placement. Eventually, if your story finds the right audience, a CV finally gets read very carefully by the hiring manager or a person you’ll work with, to see if you’re really the best option available.

Unfortunately, all the readers of your CV are biased.
They don’t see the story. And most of the readers work for a side you’re not on. (Yet).
Even the “free” platforms that read you still monetize you as data.

It’s not a conspiracy, we actually call it the job market.
Employers are the major buyer on every major CV or job board out there.
They have their own stories to care about. That’s why they have massively invested in the tools to interpret, filter, rank, score, source talent.

Yet candidates have no real interpretation tools available.
They’re left with common sense, their own judgment to read the roles before applying or accepting, with so many ‘free’ tools, now a flattering AI, or just plain old human connections to bypass or compete against ‘the system’. And even when all goes well and the candidate walks into the salary negotiation - they only rely on their gut feeling, their own sense of worth and maybe a Glassdoor salary range. All while the employer walks in with compensation software, internal benchmarking, a recruiter’s market read, and an offer model that was calibrated before the first interview.

The information asymmetry is not an accident.
It is the business model.

So you see, it’s not a capability problem. It’s an interpretation problem.

We learn early in school that every market has a neutral, independent mechanism that reads value before the transaction. Real estate has agents on both ends. Banks do the same when giving out loans for a house.
But labor? Power tilts a bit too much on just one side.

This is what I’m building against.
The idea isn’t new, but the angle is fresh:

What if we have a neutral interpretation layer where both companies and candidates can look up real capability, instead of playing around with job wishlists and outdated CVs?

Because AI finally made that possible.

And how would that work even?
Well, I’ve been building ReLoop.me as a neutral capability intelligence platform.
Right now it’s split into 2 sides:

• Profile Intel reads a CV for what it actually signals (capability pattern, evidence strength, transferability, calibrated pay), and

• Role Intel reads a job description for what it actually demands (real scope, true seniority, inflation, pay signal under the EU Pay Transparency Directive).

It produces a neutral interpretation report - which belongs to whoever requested it.

Same value - for both sides of the market. Capability offer and demand.
With AI doing the thinking, and a human doing the reasoning.

And it gives insight primarily to the side of the table that has never had it - the candidate.

—-
This obviously does not solve the issue.

It doesn’t. What it does is help a professional know what their story actually signals, what the role actually demands, and what the gap between the two is worth.
So they’re empowered to decide. Not because they have leverage.
Because they have information.

So: The problem is that every mature market eventually develops analysis on both sides of the transaction. Labour is the last major market where one side still negotiates without it. Not because it can’t exist.

Because nobody was paid to build it on the candidate’s side.
That’s the whole explanation.

Fortunately, this is changing.
The EU Pay Transparency Directive is attacking pay opacity from the regulatory side.
The EU AI Act is raising the cost of the employer-side screening architecture.
Both are useful. Neither gives a candidate their own interpretation report.

So someone has to build it from the other direction. I’m building ReLoop.me. If you’re curious what a structured read looks like, there’s a live sample at reloop.me/role-intel.