Collabai Recruit
Evidence-based talent decisions.
Selection and talent evaluation system based on evidence, interviews, scoring and human decision-making.
Hugo's role
Founder · hiring intelligence and evaluation methodology
Status
Talent evaluation system and Collabai Recruit service methodology
Who it's for
Teams hiring critical roles and professionals improving employability profiles
Partnership
Open to recruiting, HR tech and assessment collaborations
What it demonstrates about Hugo
Shows applied AI in recruiting intelligence and structured talent evaluation — operational B2B product methodology.
Critical decision
- Context
- Teams that need to hire critical roles without relying only on intuition or scattered interviews.
- Problem
- A bad hire can affect delivery, culture, focus and operational cost for months.
- Critical decision
- What minimum evidence is needed to decide whether someone fits the role, stage and business risk.
- Intervention
- Design of evaluation flows, structured interviews, scoring and support for human decision-making.
- Outcome
- Hiring intelligence system aimed at reducing bias, organizing evidence and supporting defensible decisions.
- What it demonstrates
- Ability to bring decision intelligence into talent and human-operational risk.
- Talent systems
- Evidence
- Scoring
- Human decision
- Operational risk