Info.

ITI Technologies is a startup reimagining AI-driven wellness tools for the neurodivergent community.

Info.

ITI Technologies is a startup reimagining AI-driven wellness tools for the neurodivergent community.

Role.

Led the full design process from research to testing, creating flows and prototypes that drove development

Role.

Led the full design process from research to testing, creating flows and prototypes that drove development

Tools.

Figma, FigJam, GitHub Issues, Vercel

Tools.

Figma, FigJam, GitHub Issues, Vercel

Info.

ITI Technologies is a startup reimagining AI-driven wellness tools for the neurodivergent community.

Info.

ITI Technologies is a startup reimagining AI-driven wellness tools for the neurodivergent community.

Impact.

Led the full design process from research to testing, creating flows and prototypes that drove development

Impact.

Led the full design process from research to testing, creating flows and prototypes that drove development

Regulating emotions has always been challenging.

  1. About our user

A

Neurodivergent (Autism, ADHD, Alexithymia)

Heightened sensory sensitivity with challenges in identifying and expressing emotions

A

Neurodivergent (Autism, ADHD, Alexithymia)

Heightened sensory sensitivity with challenges in identifying and expressing emotions

A

Neurodivergent (Autism, ADHD, Alexithymia)

Heightened sensory sensitivity with challenges in identifying and expressing emotions

A

Neurodivergent (Autism, ADHD, Alexithymia)

Heightened sensory sensitivity with challenges in identifying and expressing emotions

B

Emotionally Overwhelmed Individuals

Experiencing emotional ups and downs and are interested in learning regulation techniques

B

Emotionally Overwhelmed Individuals

Experiencing emotional ups and downs and are interested in learning regulation techniques

B

Emotionally Overwhelmed Individuals

Experiencing emotional ups and downs and are interested in learning regulation techniques

B

Emotionally Overwhelmed Individuals

Experiencing emotional ups and downs and are interested in learning regulation techniques

ii. The scenario, explained

Meltdowns often go unrecognized until it happens.

A meltdown, often triggered by sensory overload, is an intense stress response with emotional and physical symptoms. For neurodivergent individuals with autism or ADHD or alexithymia, emotions feel intense but can be difficult to name.

"I have a lot of trouble identifying emotions other than sad or overwhelmed."

"racing thoughts, sweating, panicking, stomach pains, looping memories over and over in my head"

While meltdowns are both physical and psychological, one of the major challenges user experienced are catching early signs. As our survey with target users shows, 80% of the user found identifying early overwhelming signals the most difficult.

iii. What's missing from the market

Problem statement

Current tools lack support to address neurodivergent users’ struggle with recognizing and regulating emotions.

Wellness market is divided in two distinct directions

Where wellness tools fall short for neurodivergent users

  1. Personal triggers, generic solutions.

Wellness industry fall into 2 major categories: smart wearables that track biometrics, and wellness apps that guide mindfulness. Both depend heavily on user evaluating their own physical and mental states, making these tools more like trackers than support systems.

User story #1

As an autistic user, I want a wearable made of familiar materials to avoid sensory overload.

User story #2

As a user with ADHD, I want a tool to recap scenarios and explain triggers to understand my feelings.

  1. Features aren't as useful as actual soothing techniques.

While in our study users mentioned journals as the coping strategies, features like streaks or daily reflections rarely reduce the emotional load as proved by the high drop-off rate. Users still prefer using traditional soothing techniques such as grounding.

Journaling vs. Journal features

60% of users choose journal as the go-to reflection tool

Constant efforts and little feedback often lead to dropoff

Journaling vs. Journal features

60% of users choose journal as the go-to reflection tool

Constant efforts and little feedback often lead to dropoff

Journaling vs. Journal features

60% of users choose journal as the go-to reflection tool

Constant efforts and little feedback often lead to dropoff

Journaling vs. Journal features

60% of users choose journal as the go-to reflection tool

Constant efforts and little feedback often lead to dropoff

Coping strategy vs. Daily streaks

Most users see it as effective & immediate

May create reliance on rewards without real relief

Coping strategy vs. Daily streaks

Most users see it as effective & immediate

May create reliance on rewards without real relief

Coping strategy vs. Daily streaks

Most users see it as effective & immediate

May create reliance on rewards without real relief

Coping strategy vs. Daily streaks

Most users see it as effective & immediate

May create reliance on rewards without real relief

Our opportunity

How might we tailor personal emotion regulation strategy and detect early signs of meltdowns?

  1. Define design objectives based on our client's branding

The 4 design objectives

With our client's unique position as a startup leading by a full neurodivergent team, we defined four design criteria to evaluate every feature we build.

Non-intrusive.

Intuitive emotion tracking without incremental cognitive load

Non-intrusive.

Intuitive emotion tracking without incremental cognitive load

Non-intrusive.

Intuitive emotion tracking without incremental cognitive load

Accessible.

Ensure user-friendly interaction with minimal cognitive strain

Accessible.

Ensure user-friendly interaction with minimal cognitive strain

Accessible.

Ensure user-friendly interaction with minimal cognitive strain

Comfortable.

Seamlessly integrates into daily life with a sensory-friendly design

Comfortable.

Seamlessly integrates into daily life with a sensory-friendly design

Comfortable.

Seamlessly integrates into daily life with a sensory-friendly design

Personal.

Provide tools to track patterns and offer actionable feedback

Personal.

Provide tools to track patterns and offer actionable feedback

Personal.

Provide tools to track patterns and offer actionable feedback

Non-intrusive.

Intuitive emotion tracking without incremental cognitive load

Comfortable.

Seamlessly integrates into daily life with a sensory-friendly design

Accessible.

Ensure user-friendly interaction with minimal cognitive strain

Personal.

Provide tools to track patterns and offer actionable feedback

ii. User testing with target users

Testing out a framework focusing on identifying early cues

Testing out a framework focusing on identifying early cues

More steps creates more friction

Users expressed interests in the quick tap action but were hesitant about using smart watches especially when they are in meetings and presentations.

User prefers a more subtle way to record.

Time-based journal creates emotional clutter where sometimes user prefer to have reflections as something optional. Emoji representation of emotion also feels limiting as user frequently mentioned the difficulty of recognizing emotions in the moment.

My contributions at a glance

A feedback loop supported by gestures and constant learning

Onboarding

Onboarding

Onboarding

Onboarding

Highlights

Designated as the key step for the personalization of regulation strategy, the onboarding flow collects essential user information.

Highlights

Designated as the key step for the personalization of regulation strategy, the onboarding flow collects essential user information.

Highlights

Designated as the key step for the personalization of regulation strategy, the onboarding flow collects essential user information.

Highlights

Designated as the key step for the personalization of regulation strategy, the onboarding flow collects essential user information.

01

User only document cues that matter.

Instead of asking for full details about the meltdown, we ask users to share relevant signals and categorize them into emotion, physical, and environmental cues.

02

A usability update: optimizing gesture recognition with a soft wearable and a mobile app that supports in the background

It started with the question asked during user testing. "How do I log my thoughts in the middle of a meeting?" We explored different tactile methods, finally consolidating on a soft wearable where users pair gestures like a tap to an app to track feelings at the moment.

Track progress and view insights

Track progress and view insights

Track progress and view insights

Track progress and view insights

Highlights

The mobile app identifies meaningful patterns (for example, anxiety and a noisy environment) and provides suggestions accordingly.

Highlights

The mobile app identifies meaningful patterns (for example, anxiety and a noisy environment) and provides suggestions accordingly.

Highlights

The mobile app identifies meaningful patterns (for example, anxiety and a noisy environment) and provides suggestions accordingly.

Highlights

The mobile app identifies meaningful patterns (for example, anxiety and a noisy environment) and provides suggestions accordingly.

01

Tap now, view later: read relative data and analysis about tapped emotions anytime

User navigates between three tabs to view their entries, insights regarding their logs, and AI chats spaces to practice calming techniques.

A tagging system

Differentiate between mood pattern accuracy, behavior insights, and personalized tactics

A tagging system

Differentiate between mood pattern accuracy, behavior insights, and personalized tactics

A tagging system

Differentiate between mood pattern accuracy, behavior insights, and personalized tactics

A tagging system

Differentiate between mood pattern accuracy, behavior insights, and personalized tactics

A visual summary

Skim through all tagged and alarming signs at once with flexibility to add and remove

A visual summary

Skim through all tagged and alarming signs at once with flexibility to add and remove

A visual summary

Skim through all tagged and alarming signs at once with flexibility to add and remove

A visual summary

Skim through all tagged and alarming signs at once with flexibility to add and remove

Analyze early signs of meltdown

Analyze early signs of meltdown

Analyze early signs of meltdown

Analyze early signs of meltdown

Highlights

Using users' entries and tracked datapoints, the app identifies early signs of distress and recommends small actions to ease the mental load

Highlights

Using users' entries and tracked datapoints, the app identifies early signs of distress and recommends small actions to ease the mental load

Highlights

Using users' entries and tracked datapoints, the app identifies early signs of distress and recommends small actions to ease the mental load

Highlights

Using users' entries and tracked datapoints, the app identifies early signs of distress and recommends small actions to ease the mental load

01

Mood forecast: an AI-empowered review of logged emotions to provide actionable feedback

Based on the data received, the app utilizes AI to analyze and then suggest personalized regulation strategies. The suggestions aim to serve as gentle nudges rather than milestones for users to achieve.

The outcome

Discovering the potential of wearable and AI incorporation to empower wellness

Discovering the potential of wearable and AI incorporation to empower wellness

Increased likelihood to engage emotion logging

Both the user and the client expressed great interest in investing in a knitted wearable for capturing their emotions. The user tested the wearable and gave it an overall score of 4 out of 5 for its comfort, ease of use, and overall willingness to use.

>

snapshots from user testing

Press to log emotion: being sensory-friendly

"This method feels natural and unobtrusive. A simple press lets me log an emotion effortlessly without disrupting my daily activities."

The versatility of the proof-of-concept

"The data collected can be valuable for me to be aware of how I feel but also potentially be insighful to show to my therapists."

A Newsletter Viewer

Feature 1 (Shipped)

An all-in-one-place archive that enable the user to read through the most current newsletter and the organization to keep active documentation of all current and past works works with ease

Info.

ITI Technologies is a startup reimagining AI-driven wellness tools for the neurodivergent community.

Info.

ITI Technologies is a startup reimagining AI-driven wellness tools for the neurodivergent community.

Impact.

Led the full design process from research to testing, creating flows and prototypes that drove development forward

Impact.

Led the full design process from research to testing, creating flows and prototypes that drove development forward

Team.

Matilda Chen - User Researcher Eryn Ma - ML Engineer Gabrielle Ohlson - Prototyper

Team.

Matilda Chen - User Researcher Eryn Ma - ML Engineer Gabrielle Ohlson - Prototyper