AndreiStanescu
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A selection of products and systems I've helped shape.

Product Architecture / 01

Making a complex candidate journey explain itself

A ground-up rebuild of the candidate screening experience, separating the constraints we had to respect from the legacy behaviours we no longer needed to inherit.

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Design Systems / 02

Turning a design system constraint into a shared way of working

ReVolve started with a practical delivery problem: teams were solving the same interface challenges independently, without an owner, roadmap or dedicated engineering capacity. I turned that constraint into a problem-solving strategy that connected real product work to reusable patterns, clearer decisions and adoption across teams.

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Product Architecture / 03

Turning legacy complexity into a system teams could move forward with

I helped modernise a fragmented legacy product by clarifying its core patterns, introducing reusable design-system foundations, and creating a more consistent way for teams to make and scale product decisions.

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Governance & Scale / 04

Designing the evidence AI needs to improve

I designed a human-in-the-loop audit platform that helped subject matter experts resolve disagreements between researchers and an AI agent—while capturing the reasoning behind every decision.

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AI-Enabled Design Operations / 05

Designing for AI judgement when the evidence is incomplete

I designed a safer research workflow for an AI-assisted screening product, making incomplete evidence, uncertainty, and human judgement visible instead of collapsing them into a misleading confidence score.

Protected
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Design Systems / 06

Making design-system knowledge usable by people and AI

I transformed an existing design system into an accessible, AI-compatible foundation, rebuilding its components, connecting Figma with GitHub and Storybook, and creating the guidance needed for teams and AI-assisted workflows to apply and evolve it consistently.

In progress
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THE OUTCOME

Better systems make better work repeatable.

Clarity compounds: decisions become easier, teams move with more confidence and products improve over time.

latest insights

Ideas for stronger products and teams.

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Collaboration & Alignment

What am I actually fixing?

It's easy to get caught up in designing solutions before fully understanding the problem. I've been developing a framework for ConScept to help avoid unnecessary work, overlooked assumptions and overcomplicated solutions by asking better questions before making decisions.

Read · 12 min →

Collaboration & Alignment

The Age of Artificial Confidence

AI has made it easier than ever to build things, learn new disciplines and speak the language of expertise. But being able to produce convincing work doesn't always mean we understand its implications. As the boundaries between disciplines become smaller, how do we make sure our confidence grows alongside our judgement, rather than ahead of it?

Read · 10 min →

Collaboration & Alignment

When experience makes us faster, how do we slow down without losing momentum?

Experience helps us recognise problems and solutions faster. But speed can also make us confident in the answer before we’ve confirmed we’re solving the right problem.

Read · 11 min →
AndreiStanescu

Designing the foundations that exceptional products are built upon.

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Design SystemsProduct ArchitectureAI-Enabled Design OperationsGovernance & ScaleCollaboration & Alignment

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© Andrei Stanescu 2026

Have a project in mind or want to explore how I can help?

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© Andrei Stanescu