AI by process · People and talent

Screening CVs is not judgement. It is time.

Recruitment, new starters, paperwork and the same staff questions every month. We automate the mechanical part with explainable criteria, because in people matters a decision without an explanation is worthless.

Where it hurts

Slow processes with high impact.

01

Manual screening.

Hundreds of applications reviewed by eye. The good profile gets lost in the volume.

02

Improvised onboarding.

Every new starter depends on someone remembering the fifteen steps.

03

Repeated questions.

Holidays, payslips, policies. The same email, every week.

Where we come in

Four ways in.

On decisions about people we require explainability and bias controls. Without those, we do not build it.

  1. 01

    Screening with explainable criteria

    Ranking by objective requirements, with the reason visible and mandatory human review.

  2. 02

    Automated onboarding

    Registrations, access, documents and training triggered from a single new-starter record. Nothing depends on memory.

  3. 03

    Employment documentation

    Contracts, annexes and certificates generated from validated templates.

  4. 04

    Staff assistant

    It answers on internal policies citing the official document. Anything sensitive goes to a person.

How the process ends up
How it applies here · No case of our own yet

What we bring from what is already running.

No published case of our own in people yet, but Match Prácticas is in production and solves the core of it: matching profiles to places against explicit criteria and showing why each one fits. In hiring that is not decoration — a decision about people that cannot be explained cannot be defended, neither to the candidate nor to an inspector.

Highest-impact use cases

  1. 01

    Screening on explainable criteria

    Each application is ranked against stated requirements and the system shows what it meets and what it does not. Nobody is filtered out for a reason that cannot be shown.

    Defensible to the candidate and to the law.

  2. 02

    Onboarding that is not improvised

    Registration, access, equipment, training and a 30-day check-in as a process with state. The experience does not depend on who has time that week.

    The first week stops being a lottery.

  3. 03

    Employment paperwork without typing

    Contracts, addenda and notices generated from template and existing data, with human review before signing.

    Fewer errors where errors have legal consequences.

  4. 04

    Staff assistant with a source

    Holidays, payroll or internal policy answered with the current document cited. What is not written down escalates to a person.

    Takes the thousandth question off HR.

See the products that are in production
Services involved

What it is built with.

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