The Passive AppHR-TechAI2-week sprintWorkshop → Prototype

From an idea to a 12,000-user reality in 14 days.

Kodius delivers outstanding value without compromising on creativity or professionalism. Their designs were top-tier, yet their pricing was incredibly competitive — I’ve worked with agencies that would have charged three times as much for the same level of work.
Three onboarding screens from The Passive App side-by-side — ‘Job searching made effortless’ on dark teal, ‘Premium: AI-tailored resumes instantly’ on olive, and ‘No more endless job research’ on periwinkle.
CEO The Passive App
Verified on Clutch
Read the full review
The Passive App feed — job cards for UI/UX Designer at Google and Principal UX Designer at Stripe, each tagged with skills and a salary range.
01 · Feed
My CV screen showing an AI-tailored résumé. A banner reads ‘Your tailored resume is ready — the blue text is AI-powered’, with the AI-edited Summary highlighted in blue.
02 · AI Review
‘We’re Perfecting Your Resume’ loading screen featuring the friendly Passive robot avatar above a checklist of Skills, Experience, Key words, Education, Tools and Technologies.
03 · AI guide

The Challenge

Bridging the gap between a brand book and a pitch.

The founder of The Passive App had a clear mission: use AI to automate the soul-crushing part of job hunting. The backend logic was there, and the branding was defined, but the product lacked a tangible interface. To secure funding and attract early adopters, the platform needed more than just a functional backend — it needed a user experience that felt intuitive, trustworthy, and modern.

In a market dominated by corporate giants like LinkedIn, there was no room for a “generic” job board. The risk was twofold: failing to differentiate the product visually, and losing the trust of users who might find an automated AI “HR manager” too impersonal or opaque. The clock was also ticking — a high-fidelity prototype was required for upcoming investor presentations.

  • No room for a generic job board

    In a market dominated by LinkedIn and other corporate giants, the product had to differentiate visually — not look like another listings site.

  • AI that didn’t feel impersonal

    Users had to trust an automated AI “HR manager”. If the experience felt cold or opaque, early adopters would walk.

  • A ticking investor deadline

    A high-fidelity prototype was required for upcoming investor presentations — measured in weeks, not months.

  • A non-technical founder

    The roadmap had to be built around the founder’s HR expertise, with a transparent process that kept him in control of every decision.

The Engagement

One workshop, two weeks, one investor-ready prototype.

Transparent communication, iterative design, and high-value execution for a non-technical founder — from a 1-day workshop to a final handoff in 2 weeks.

Production stack
Figma Mobile UI / UX AI flows Prototype Brand

The Transformation

From 1-day workshop to 2-week handoff.

The process began with a deep-dive workshop to align the product’s roadmap with the founder’s HR expertise. The goal was to move away from the “corporate fatigue” of traditional job sites and toward a more engaging, social-media-inspired flow. Efficiency was driven by a near-instant feedback loop: regular Figma reviews allowed for real-time iterations, moving from a bare-bones menu to a high-fidelity prototype in just two weeks.

  1. Day 01

    Workshop

    A deep-dive discovery workshop aligned the roadmap with the founder’s HR expertise and reframed the product away from “corporate fatigue” toward a social-media-inspired flow.

  2. Day 04

    Bare-bones menu

    The information architecture landed first — a bare-bones menu the founder could react to before the visual layer went on top.

  3. Day 09

    Iteration

    Regular Figma reviews kept the feedback loop near-instant. As onboarding grew more complex than planned, the team kept the barrier to entry low so account creation still felt effortless.

  4. Day 14

    Handoff

    A high-fidelity prototype shipped — the level of presentation needed to kickstart fundraising and build out an internal team.

The “Instagram for jobs” concept

One job per card. Fit % inline. One-tap apply.

We reframed the recruiting experience as a “social feed for opportunities” — single-job cards a user could swipe through, with AI-curated fit, transparent matching, and a tap-to-apply flow that made job hunting feel passive instead of exhausting.

  • One job per card — no infinite list of links.
  • AI fit percentage shown inline, not buried in filters.
  • One-tap apply — résumé and profile already in context.
The Passive App feed shown on a phone, rotated slightly — a UI/UX Designer card at Google with skill tags, a trending row of Airbnb, Pinterest and Spotify, and a Principal UX Designer card at Stripe.

Solving the “AI trust” problem

Two design decisions that made AI feel safe to use.

A major hurdle was making the AI-driven CV customization feel transparent. Two specific design choices solved this — letting users see what the AI changed, and giving the technology a human face.

  • Visual transparency

    A “Review Phase” was integrated into the application flow, so users see exactly what the AI changed in their CV for a specific job — AI-edited lines are highlighted in blue, side-by-side with the original.

    My CV screen showing the AI-tailored résumé with blue-highlighted edits and a banner that reads ‘Your tailored resume is ready — the blue text is AI-powered’.
  • A human face for technology

    To move away from a “cold” digital feel, a friendly robot avatar — inspired by the existing brand illustrations — guides users through the premium upgrade steps and the resume perfecting flow.

    Loading screen with the friendly Passive robot avatar above a checklist titled ‘We’re Perfecting Your Resume’ — Skills, Experience, Key words, Education, Tools and Technologies.

Managing evolving scope

An onboarding that felt effortless, not like a chore.

As the onboarding process became more complex than originally envisioned, the focus remained on keeping the barrier to entry low — making account creation feel effortless rather than a chore.

Four onboarding screens from The Passive App side-by-side — experience level selector with Senior chosen, a ‘Great! You’re all set’ confirmation with the LinkedIn profile linked, a job category picker with Engineering / Design / Marketing / Product chips, and a benefits selector with Equity and Unlimited PTO chosen.

See it live — and read the full verified review.