You do not need a perfect dossier to begin
The normal situation is to arrive with useful but incomplete information. That is also the realistic starting point we used for this example.
Which system you use
An AI-based candidate-screening system used in hiring. In this example it processes around 800 applications per month and helps prioritize which profiles should be reviewed first.
Which controls already exist
Someone in the HR team reviews the top-ranked profiles before any final decision. Human review exists, but not all of it is documented in a consistent way.
Which problems are already known
Bias analysis was carried out, but it is not well documented. The person responsible for risk has not been formally assigned. An internal explanation of the system exists, but it is scattered.
Which points are still unclear
It is not always clear which material is enough for internal review, which part should go to legal, and what would actually need to be shown if an authority asked for documentation.
We organize it, connect it to the regulation and make the gaps visible
The work is not about asking for a huge form and sending back a polished PDF. It is about turning partial information into a dossier another person can review without having to reconstruct the full context from scratch.
- We organize the information that already exists and mark what is still missing explicitly.
- We connect it to what the regulation expects for that type of system.
- We turn it into a structured, traceable record so the work no longer depends on memory, email chains or loose versions.
- We make it clear what is already solid, what is still pending, and which decision must ultimately be taken by a responsible human.
The final dossier that comes out of that same case
In the end you receive a PDF like this one, prepared from that same TalentoIA SL case so compliance, legal, audit or a responsible business owner can understand what needs to be decided and on what basis.
Open the TalentoIA final dossierA first page for decision-makers
A short summary so compliance, legal or leadership can understand what needs review and what is still pending without having to read a full technical file.
The traceable basis behind that decision
Under the summary sits the traceable layer: evidence, pending points, owners and review history that let someone defend why a conclusion was reached.
The dossier does not replace your responsibility. It makes it easier to defend.
HREVN prepares the documentation and leaves the history in order. From that point on, the decision and responsibility are still yours.
- Share it with legal, compliance or whoever needs to review the case inside your organization.
- Use it if a client, auditor or authority asks how you are justifying that system.
- Update it when the system changes, when a new review opens, or when the documentation has to be validated again.
If your situation looks like this, we can prepare a first dossier with you
You do not need to arrive with everything solved. What matters is having a concrete system and a real need to explain it better.