StoryThreads

Building an AI Product From Scratch

Building an AI Product From Scratch

Building an AI Product From Scratch

Most people take hundreds of photos on trips. Then they come home, dump everything into a folder, and maybe post three shots to Instagram. The rest disappear forever.

Most people take hundreds of photos on trips. Then they come home, dump everything into a folder, and maybe post three shots to Instagram. The rest disappear forever.

Most people take hundreds of photos on trips. Then they come home, dump everything into a folder, and maybe post three shots to Instagram. The rest disappear forever.

Role

Sole founder handling research, product strategy, UX design, visual design, and business planning.

Scenario

People capture experiences constantly through photos. Most of those photos stay as disconnected fragments instead of becoming stories with context and meaning.

Goals

Explore how a product could help people turn raw photos into narratives through structure, flow design, and system thinking.

Featured Project Cover Image
Featured Project Cover Image

Business Problem.

Business Problem.

Business Problem.

Photos accumulate by the hundreds or thousands, but they remain fragmented. While individual images capture moments, they rarely convey the broader context, emotion, or sequence that turns moments into stories.

Existing tools are good at:

  • Storing photos

  • Sorting by date or location

  • Sharing individual highlights

They are not good at:

  • Helping people express meaning

  • Connecting moments into narratives

  • Supporting reflection or storytelling over time

The result is a growing archive of disconnected memories with little structure or story.

Project Content Image - 2
Project Content Image - 2

Challenges.

Challenges.

Challenges.

This project is intentionally exploratory, which comes with real constraints:

  • No validated market yet

    • This work focuses on understanding the problem deeply before committing to a specific solution.

  • Highly subjective user needs

    • Storytelling, memory, and meaning vary widely from person to person.

  • Balancing structure with creativity

    • Too much structure kills expression; too little makes narratives incoherent.

  • Personal scope and resources

    • As a solo project, decisions must balance ambition with feasibility.

These constraints shape how far the exploration goes and where it pauses.

Strategic Bets.

Strategic Bets.

Strategic Bets.

Framing the Problem Around Narrative, Not Just Media

Framing the Problem Around Narrative, Not Just Media

Framing the Problem Around Narrative, Not Just Media

Rather than starting with photo management, I reframed the problem around narrative creation.

The core question became:

How might a product help people connect moments into stories without forcing them into rigid templates?

Alongside UX exploration, I mapped potential business models to understand whether the concept could be viable beyond personal use.

This included:
  • Identifying potential user segments

  • Considering premium features tied to narrative depth

  • Evaluating where value might compound over time

Designing a System, Not a Single Flow

Designing a System, Not a Single Flow

Designing a System, Not a Single Flow

Storythreads required thinking in systems rather than linear flows.

I've explored:
  • How moments might connect across time

  • How stories could branch, overlap, or evolve

  • How users might move between raw content and reflection

This led to early information architecture concepts focused on relationships rather than hierarchy.

System Thinking:
  • Conceptual models mapping moments, threads, and stories

  • Information architecture diagrams testing different organizing principles

  • Tradeoffs between chronological and thematic structures

Exploring User Flows Through Mental Models

Exploring User Flows Through Mental Models

Exploring User Flows Through Mental Models

Instead of assuming how users would behave, I explored flows based on different mental models:

  • Capturing in the moment

  • Reflecting after the fact

  • Revisiting and reshaping stories over time

These flows helped surface where friction or confusion might occur before investing in visual design.

Flow exploration:
  • Entry points into storytelling

  • Transitions between photos and narrative

  • Points where structure should help rather than interrupt

Establishing a Flexible Design System Early

Establishing a Flexible Design System Early

Establishing a Flexible Design System Early

Even at the concept stage, I explored design system principles to understand how the product could scale without becoming rigid.

The goal was consistency without constraining expression.

Design system considerations:
  • Components that support narrative rather than UI perfection

  • Visual hierarchy tuned for storytelling

  • Patterns that prioritize content over interface

What Changed.

What Changed.

What Changed.

  • People don’t need more places to store content; they need help making sense of it

  • Narrative tools must be adaptable to personal meaning, not prescriptive

  • Structure is necessary, but only when it stays out of the way

  • Designing for reflection is fundamentally different from designing for capture

What’s Still Open
  • How much structure users actually want versus discover over time

  • Where automation helps and where it interferes with expression

  • What moments are worth threading into stories

  • How to validate demand without over-building

These questions are intentionally unresolved and will guide next steps.

Why It Matters.

Why It Matters.

Why It Matters.

Storythreads is less about building an app and more about exploring how design can support meaning, memory, and narrative at scale.

For me, this project:
  • Sharpens product sense in ambiguous spaces

  • Exercises systems thinking without organizational scaffolding

  • Balances creativity with structure

  • Reinforces discipline around honest exploration before execution

It reflects how I approach new problems: start with the right question, design the system thoughtfully, and let evidence shape the path forward.

Brandon’s depth of knowledge in UX and UX research is unmatched, but what truly sets him apart is his ability to connect with both customers and colleagues on a deeply human level.

Brandon’s depth of knowledge in UX and UX research is unmatched, but what truly sets him apart is his ability to connect with both customers and colleagues on a deeply human level.

Valeriia Koltsova

Senior UX Researcher

MORE CASE STUDIES

MORE CASE STUDIES

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LET'S WORK TOGETHER

I'd love to talk to you about a role you feel I'm the right person for, or even just to talk shop.

LET'S WORK TOGETHER

I'd love to talk to you about a role you feel I'm the right person for, or even just to talk shop.

LET'S WORK TOGETHER

I'd love to talk to you about a role you feel I'm the right person for, or even just to talk shop.