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Weave App

A mobile app for navigating the complex harm reduction services

Sally, Peer Navigator

Here is the center I work at. If you’d like, I can help set you up.

I’m interested in methadone treatment, but it’s my first time

Anonymous Sunshine

Learn about what you can do

What is peer navigator?

Learn about the people who understand your experience and build your support network.

What is

naloxone?

Explore the tools for safer drug use.

Syringes

Methadone

LGBTQ+ friendly

Hello, Anonymous Sunshine

Harm Reduction

Medical

Treatment

Social Services

Community Services

Search all categories

New Syringes

Food

Housing

HIV Testing

LGBTQ+ friendly

Nearby Centers

See more

Prevention Point Pittsburgh

Today until 4pm

5913 Penn Ave, Pittsburgh, PA 15206

0.6mi

Food

Housing

Medical Treatment

LGBTQIA+

Fentanyl-Testing

15206, Pittsburgh, PA

Sally, Peer Navigator

Here is the center I work at. If you’d like, I can help set you up.

I’m interested in methadone treatment, but it’s my first time

Anonymous Sunshine

Learn about what you can do

What is peer navigator?

Learn about the people who understand your experience and build your support network.

What is

naloxone?

Explore the tools for safer drug use.

Syringes

Methadone

LGBTQ+ friendly

Hello, Anonymous Sunshine

Harm Reduction

Medical

Treatment

Social Services

Community Services

Search all categories

New Syringes

Food

Housing

HIV Testing

LGBTQ+ friendly

Nearby Centers

See more

Prevention Point Pittsburgh

Today until 4pm

5913 Penn Ave, Pittsburgh, PA 15206

0.6mi

Food

Housing

Medical Treatment

LGBTQIA+

Fentanyl-Testing

15206, Pittsburgh, PA

Weave is an app for opioid users to navigate a complex support system

With a doctor, we designed a mobile app "Weave" to help opioid drug users navigate the complex harm reduction services in a simpler, more intuitive way.

2024 PRODUCT DESIGN

Mobile

Healthcare

Design system

WEAVE APP

An app for People with opiod use to navigate a complex support system

Overview

CLIENT

UPMC Center for Research on Health Care

Time

MAR - MAY 2024

Team

3 Designers

Role

Product Designer

My Role

This was a client-sponsored project in collaboration with a physician from UPMC.

My biggest contributions were:

  • Leading the end-to-end design process.

  • Designing the core user flows, wireframes, and the community review experience.

  • Defining the app’s visual identity, branding, and storytelling.

Solution

We Weave, We Live!

Weave is a mobile app that connects people who need harm reduction services (HRS) with local centers, empowered with transparent, easy access, and judgement-free information.

Outcomes

2

Opioid survivors interviewed

6 +

Medical professionals consulted

Presented to

UPMC directors & Pittsburgh City Council

Key Features

Feature 1 - Search

Find what you need in just a few clicks

On Weave, users can easily navigate a complex system with intuitive category and location-based search.

Feature 2 - Access

Bite-sized, easy-to-digest information

Based on our research with opioid addiction survivors, Weave provides visualized information that reduces cognitive load and supports easier decision-making.

Feature 3 - Anonymous Review

Real voices, powered by Weave community

Privacy matters to opioid users. Weave provides a safe space for them to share their unique experiences and contribute to the community.

Feature 4 - Live Chat

Be seen, be heard, get real support

Opioid users often find it difficult to make decisions on their own. Weave helps them connect with those who can provide local, case-specific help.

Context

Our client, Dr. Joudrey's team at UPMC, wanted to create a mobile app that helps people with opioid use disorder and their communities navigate the complex harm reduction system.

Problem

In 2021, 220 people in the U.S. died each day from an opioid overdose in 2021.

Pittsburgh faced the same crisis, but people lacked a centralized way to access harm reduction resources

In 2021, 220 people in the U.S. died each day from an opioid overdose in 2021.

Pittsburgh faced the same crisis, but people lacked a centralized way to access harm reduction resources

Research process

Because the problem space was unfamiliar, we resisted jumping into solutions. Instead, we began by deeply understanding the people, context, and existing healthcare ecosystem.

Secondary Research

With the difficulty of directly accessing the target audience, we gained key insights from the secondary research.

Competitive Analysis

We also conducted thorough analysis of competitive apps in the similar category.

Competitive Analysis

We also conducted thorough analysis of competitive apps in the similar category.

Areas of focus

We narrowed down our focus into 3 key problem spaces.

We narrowed down our focus into 3 key problem spaces.

Lack of real time data

Fear of being stigmatized

Need for holistic support

Problem statement

How might we
better connect people who use drugs
with local harm reduction service (HRS) centers by

Providing

reliable information

Supporting their agency

Protecting their privacy

with the end goal of improving their quality of life as a whole?

User interviews

For the realistic insight and feedback, we conducted qualitative research with peer navigators.

Design iterations

We went through multiple iterations working closely with our client and peer navigators.

Challenge 1. Categorization

Categories were not as useful as we thought

We organized the experience around the existing harm reduction system. However, users struggled because the structure reflected the healthcare system rather than their own mental models.

We simplified the information architecture and prioritized users' mental models over clinical categorization, making navigation more intuitive.

Challenge 2.Reviews & Ratings

Reviews were valuable only when they were trustworthy

Through user interviews, we learned that word of mouth was the primary way people evaluated harm reduction services. Trustworthy reviews therefore became a critical part of the experience.

I designed structured review templates that were simple to complete yet detailed enough to support informed decision-making. Every interaction was designed with privacy in mind, encouraging community engagement while preserving the anonymity users expected in a harm reduction community.

Challenge 3.

Chat interfaces should not feel transactional, but human

Our final iteration focused on humanizing peer support. Through feedback, we learned that labels like "This is a peer navigator" made navigators feel like a service rather than a real person. We redesigned the experience to emphasize the human connection behind every conversation.

We replaced clinical language, added a proactive prompt for users who hesitated to reach out, and redesigned the waiting state to clearly communicate that a real peer navigator was on the way.

Design System

Impact

The final design was well received by industry stakeholders, and our client moved forward with a grant application using Weave.

The final designs were presented to UPMC Harm Reduction Initiative directors and Pittsburgh City Council stakeholders.

Quotes from our final presentation!

Reflections

Detail communicates trust & empathy

Working closely with people navigating harm reduction services taught me the unforgettable lesson of designing with users, not assumptions. Each iteration brought us closer to their mental models, helping us create experiences that felt more trustworthy and empathetic.