The Anchor ring next to a phone showing Groundwork's ‘Right now I feel…’ prompt

Groundwork: AI Ring and Companion App for Low‑Effort Reflection

Groundwork: AI Ring and Companion App for Low‑Effort Reflection

Context

Personal Concept Project

Timeline

Winter 2026

Team

Solo

Role

Product Designer

Scope of Work

Hardware Exploration
Sketching
Prototyping
Interaction Design
Figma Make

Overview

Reflection tools ask for words people don’t have

Mental health weighs on most young adults daily. Yet reflection tools still ask them to write it all out at night, when they’re most drained.

71%

71%

of young adults (18–34) say mental health is a significant daily concern.

National Alliance on Mental Illness, 2024

Desk research

Effort was the real barrier

This was a short side project, so I leaned on published research. Three findings set the direction.

01 Finding

Tired people skip effortful reflection

People under ongoing stress know reflection helps, but it feels out of reach when they’re drained.

Mental Health UK, 2025
Design decisionLet the ring do the noticing
A person asleep at their desk at night under a warm table lamp
1 / 3

“I feel a lot, but I don’t always have words for it.”

“I feel a lot, but I don’t always have words for it.”

— Empathy map, synthesized from research

The framing

Does reflection have to be written down?

Journaling takes the kind of focus people run out of by evening. So I designed around noticing instead of writing.

A journal asks for

Groundwork asks for

Effort

Focus at the end of a draining day

A few seconds, whenever you’re ready

Input

Sentences about how you feel

A word, a photo, or a quick drawing

Noticing

Up to you to remember

The ring notices through the day

What you keep

Pages of text to reread

A canvas of color and texture

How might we support young adults to meaningfully reflect on their daily emotional experiences when traditional, language-heavy reflection methods feel too effortful or overwhelming?

Problem statement

Solution

A ring that notices, and an app that doesn’t ask for much

Anchor is an AI ring that learns what your normal looks like and notices when your body drifts from it. Groundwork, its companion app, turns those signals into something you can reflect on at night.

01 / Anchor ring

Grounding in the moment, without a screen

Anchor senses stress without asking for attention. When it spikes, the ring pulses and glows softly, a cue you can feel without reaching for your phone, which is often where the stress came from.

02 / Adding a moment

A moment, not a journal entry

A gentle nudge invites you to reflect when you’re ready, not at a set time. A word, a photo, or a quick drawing is enough, because a full sentence is too much to ask at the end of the day.

03 / Reflection canvas

The day becomes a canvas, not a chart

Groundwork turns the ring’s signals into color and texture instead of scores. A number asks you to grade your day; color just lets you notice it.

How patterns emerge

Feelings you can see are easier to name.

01 It starts by just showing you

Your day appears as color and texture. There’s nothing to fill in, so looking is enough.

02 You start to see yourself in it

The same colors return on similar days, and you begin to notice what affects you, and when.

03 Then you name it

Putting a word to a color turns what you’d normally keep inside into a feeling you understand.

Exploration

Sketching wearables before picking one

I sketched every form I could think of before landing on a ring, then designed the ring and app side by side so they’d feel like one thing.

01 Every form I considered

Rings, a watch, a fabric watch, a necklace, and a skin patch, each judged on comfort, subtlety, and whether it could glow.

02 The ring and the app

Organic ring shapes with LED light, next to an app that turns the day’s body signals into art you can tag with a word, a photo, or a short note.

Defining the job

Designing for one tired person at the end of the day

I built the project around Jason, a student juggling school and work. When he gets home drained, he wants to decompress and make sense of how the day affected him, so he can feel calmer before bed. I storyboarded his whole day to see where the ring and the app each had a job.

*Storyboard sketches generated with Google Gemini.

01 Passive sensing

Jason wears Anchor all day. It captures signals without asking for attention.

02 In-the-moment grounding

When his stress rises, the ring gives a subtle haptic and light cue.

03 End-of-day exhaustion

By evening he’s overloaded, with nothing left for journaling.

04 A gentle invite

Groundwork nudges him to reflect whenever he’s ready.

05 Adding a moment

He adds a word or a photo to a canvas built from his day.

06 Closing the day

The canvas and the ring respond to his breath as he winds down.

Prototyping

Testing how it feels before building it

A glowing ring is hard to judge on a screen, so I made one from paper, with a clip-on strip standing in for the light. Wearing it told me more than a render would have.

With lightNo light

Drag, tap, or use the arrow keys to compare.

Wizard of Oz test

Then I acted out the ring and app together on video, faking the parts that didn’t exist yet. Watching it back, the ring felt bolted on, like a gadget off to the side.

The iteration

Bringing the ring into the reflection

The first prompt left you with a blank box and nothing to go on. Adding a live pulse from Anchor gives you something to look at first, so the feeling is easier to put into words.

Before

After

Where it landed

What I’d want to find out next

Groundwork hasn’t been tested with real users yet. The next step would be finding out whether it actually makes reflection feel easier on a tired weeknight.

The open question: does a glowing ring feel grounding, or like one more thing asking for attention?

The open question: does a glowing ring feel grounding, or like one more thing asking for attention?

I’d also push the ring’s physical form further. Most AI rings are plain bands built for performance tracking, and there’s room for shapes and materials that feel more like grounding than measuring.

And before it’s real, it needs to handle what could go wrong: a ring that misreads stress, nudges that start to feel like nagging, body data people don’t want shared, and a canvas that works for people who can’t rely on color.

Reflection didn’t need more words. It needed less effort.

Reflection

What I learned

Don’t polish too early

I jumped to polished screens before exploring how the ring and app behave together. Next time I’d stay rough longer, so the whole system gets explored, not just the UI.

AI as a design partner

I used Google Gemini to generate storyboard sketches and Figma Make to vibe-code parts of the app. That let me spend more time on ideas and less on production.