⭐ Success Story

From 150+ applicants to 1 confident design hire

AI Interviews July 24, 2025 3 min read

140+applicants per funnel
<40shortlisted candidates
1final hire

About the Customer

At DvSum, innovation doesn’t stop at the product. It extends to how teams are built

When DvSum opened hiring for a Design role, the expectations were intentionally high. The role required more than strong portfolios or visual aesthetics. The team was looking for designers who could think analytically, adapt quickly, and operate with a GenAI-first mindset.

With over 150 applicants entering the funnel, a traditional, manual hiring approach would have meant weeks of shortlisting, subjective evaluations, and a higher risk of bias. DvSum wanted a more structured way to evaluate candidates early.

That’s when InterWiz was introduced into the hiring process.

The Hiring Need

With 150+ applicants for a single design role, it was impossible to evaluate analytical thinking and GenAI readiness consistently. Manual shortlisting was slow, subjective, and risked overlooking strong candidates.

Design Team

DvSum

Design hiring often becomes difficult when volume meets complexity.

Portfolios alone don’t reliably reflect analytical thinking. Manual shortlisting tends to favor experience over capability. Scenario-based evaluation is hard to run consistently at scale.

For this role, DvSum needed a way to assess analytical reasoning and GenAI readiness early in the funnel, before committing time to lengthy interviews and design tasks.

The Approach

DvSum built the entire hiring funnel through InterWiz, treating it as a structured, multi-stage evaluation rather than a sequential series of manual tasks.

The funnel moved from broad to precise:

What would typically require weeks of manual coordination stayed on track and predictable from start to finish.

What InterWiz Enabled

InterWiz helped DvSum be intentional about what was evaluated and how.

  1. 1
    Custom interview templates built around DvSum's Design Charter.
  2. 2
    Strong weighting on analytical and scenario-based questions.
  3. 3
    Custom question modules with defined expected responses and scoring.
  4. 4
    Structured evaluation reports for every candidate.
  5. 5
    Instant rankings at each stage of the funnel.
  6. 6
    Early identification of strong candidates with clear reasoning.

By the final interviews, decisions were already backed by consistent data.

The Outcome

The hiring process moved faster, stayed objective, and delivered a confident final decision, across all 150+ applicants.

Specific outcomes:

  • Designers with strong analytical depth and GenAI readiness rising naturally to the top, rather than being discovered by chance.
  • Fully automated screening and scoring through the early stages, with human judgment applied at the final interview.
  • A repeatable process that DvSum can deploy again for future design roles without rebuilding from scratch.

We’re happy. If we need to hire more people, we already know who to reach out to.

Design Team

DvSum

Why This Mattered

This wasn’t about speed alone. It was about creating a hiring process that evaluates how candidates think, not just what appears on a résumé. Structure helped DvSum stay objective, even with a large applicant pool.

From 150+ applicants to one confident hire, every stage stayed clean, documented, and defensible. That's what it looks like when automation supports modern design hiring without displacing the human judgment that matters at the end.

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