PATI

PATI

PATI

Your AI personal trainer

Your AI personal trainer

Your AI personal trainer

Project

PATI MVP

Project

PATI MVP

Project

PATI MVP

Client

PATI: AI Fitness

Client

PATI: AI Fitness

Client

PATI: AI Fitness

Role

Product Designer

Brand Designer

Founder

Role

Product Designer

Brand Designer

Founder

Role

Product Designer

Brand Designer

Founder

Disciplines

Product Design

Engineering

Entrepreneurship

Disciplines

Product Design

Engineering

Entrepreneurship

Disciplines

Product Design

Engineering

Entrepreneurship

Synopsis

PATI is mobile app aiming to improve people's fitness with precision and foresight. In under 2 focused years, I managed to gain over 50 lbs of lean muscle by crafting systems like a workout planner, nutrition planner, macro tracker and more in alternative apps like Notion. I had strangers ask about my process. I saw the gap between what I made for myself vs. what others understood.

PATI is mobile app aiming to improve people's fitness with precision and foresight. In under 2 focused years, I managed to gain over 50 lbs of lean muscle by crafting systems like a workout planner, nutrition planner, macro tracker and more in alternative apps like Notion. I had strangers ask about my process. I saw the gap between what I made for myself vs. what others understood.

PATI is mobile app aiming to improve people's fitness with precision and foresight. In under 2 focused years, I managed to gain over 50 lbs of lean muscle by crafting systems like a workout planner, nutrition planner, macro tracker and more in alternative apps like Notion. I had strangers ask about my process. I saw the gap between what I made for myself vs. what others understood.

PATI is mobile app aiming to improve people's fitness with precision and foresight. In under 2 focused years, I managed to gain over 50 lbs of lean muscle by crafting systems like a workout planner, nutrition planner, macro tracker and more in alternative apps like Notion. I had strangers ask about my process. I saw the gap between what I made for myself vs. what others understood.

PATI is mobile app aiming to improve people's fitness with precision and foresight. In under 2 focused years, I managed to gain over 50 lbs of lean muscle by crafting systems like a workout planner, nutrition planner, macro tracker and more in alternative apps like Notion. I had strangers ask about my process. I saw the gap between what I made for myself vs. what others understood.

status quo

I built my physique and others wanted to know how. My systems needed to be consolidated in a way they would understand. Using my product design skills, I began searching for a new way to relay my abilities scalably.

challenge

How can we help many people build their dream physique?

How can we help many people build their dream physique?

discover

I analyzed the fitness tech (fit-tech) industry. I assessed the opportunity in terms of industry growth and gaps in the market. Here's what I found.

key stats

Exercise apps = 54% of all fit-tech

85% of market are under 40 yrs

Fit-tech's growing 3x the ideal rate

Exercise apps = 54% of all fit-tech

85% of market are under 40 yrs

Fit-tech's growing 3x the ideal rate

Exercise apps = 54% of all fit-tech

85% of market are under 40 yrs

Fit-tech's growing 3x the ideal rate

Exercise apps = 54% of all fit-tech

85% of market are under 40 yrs

Fit-tech's growing 3x the ideal rate

Exercise apps = 54% of all fit-tech

85% of market are under 40 yrs

Fit-tech's growing 3x the ideal rate

industry size

Est. $10.6b total

Est. $10.6b total

Est. $10.6b total

Est. $10.6b total

Est. $10.6b total

Global fitness apps, 2024

Global fitness apps, 2024

Global fitness apps, 2024

Global fitness apps, 2024

Global fitness apps, 2024

growth rate

+13.9% CAGR

+13.9% CAGR

+13.9% CAGR

+13.9% CAGR

+13.9% CAGR

Global fitness apps, 2025 - 2030

Global fitness apps, 2025 - 2030

Global fitness apps, 2025 - 2030

Global fitness apps, 2025 - 2030

Global fitness apps, 2025 - 2030

The industry is projected to reach $23.2 billion by 2030.

primary region

North America

North America

North America

North America

North America

Est. $49.9b total

Est. $49.9b total

Est. $49.9b total

Est. $49.9b total

Est. $49.9b total

46.6% of global revenue, 2024

46.6% of global revenue, 2024

46.6% of global revenue, 2024

In 2024, the Canadian fitness app market generated $612 million (5% of global revenue) and is projected to grow to $1.59 billion by 2030. Canadian fit-tech is growing faster than America (US: 11.4%, CAD: 16.9%, 2025–2030). This makes Canada the place to focus on.

Competitors

These competitors are strong with gaps in each one. There is an opportunity to roll up all these features and introduce a unique positioning (discussed later).

These competitors are strong with gaps in each one. There is an opportunity to roll up all these features and introduce a unique positioning.

These competitors are strong with gaps in each one. There is an opportunity to roll up all these features and introduce a unique positioning.

Hevy

Hevy

Hevy

Hevy

Hevy

This workout tracker that is popular for its social functions including analyzing people's workouts, progress-sharing and leaderboards. It includes a ChatGPT wrapper for generating workouts. It can display previous activity via graphs and charts as well as a body map of what body parts have been exercised weekly.

Hevy’s interface is straightforward and narrowly focused on workouts, revealing an opportunity to expand into other health areas like meal planning. While it includes a body map to visualize training load, this feature is limited to short-term, retrospective insights and isn’t used during workout planning. Hevy excels at stat comparisons, allowing users to benchmark their performance against friends or the wider community.

Hevy’s interface is straightforward and focused on workouts, revealing an opportunity to expand into other health areas like meal planning. While it includes a body map to visualize training load, this feature is limited to short-term, retrospective insights and isn’t used during workout planning. Hevy excels at stat comparisons, allowing users to benchmark their performance against friends or the wider community.

Hevy’s interface is straightforward and focused on workouts, revealing an opportunity to expand into other health areas like meal planning. While it includes a body map to visualize training load, this feature is limited to short-term, retrospective insights and isn’t used during workout planning. Hevy excels at stat comparisons, allowing users to benchmark their performance against friends or the wider community.

Setgraph

Setgraph

Setgraph

Setgraph

Setgraph

This workout tracker is popular for its use of detailed body-mapping; it tells its users what body parts have been worked out when exercising. It also has a generative workout planner and a goal-setter but its not thorough.

Setgraph clearly outlines targeted body parts when generating workouts, but its goal-setting lacks depth and relies on crude metrics like body weight, which don’t reflect lean mass. Logging reps and weights feels overwhelming due to excessive options, colors, icons, and information density. Tight click areas further hurt usability and make interactions frustrating.

Strong

Strong

Strong

Strong

Strong

This is another workout tracker popular for its charting capabilities. It does not have any social media, AI tools or other advanced options.

Strong has a clean, straightforward design and its freemium version lets users manually create a fixed set of workouts. However, goal-setting is limited to text and isn’t connected to actual workouts or exercises. While Strong tracks solid historical data, it doesn't connect how previous workouts led to a user’s goals.

culture

Intense, driven, focused

Intense, driven, focused

Intense, driven, focused

Intense, driven, focused

Intense, driven, focused

Competitor attributes

Competitor attributes

Competitor attributes

Competitor attributes

Competitor attributes

Many fitness brands evoke a sense of activity and drive through the use of determined stares, fast-cut videos and dark colours. They may even do this with bright, vivid colours as seen with Nike or Adidas. Energy is a mindset.

problems

Imbalances = stifled energy & injuries

Imbalances = stifled energy & injuries

Imbalances = stifled energy & injuries

Imbalances = stifled energy & injuries

Imbalances = stifled energy & injuries

Many lifters cannot identify if they might have muscular imbalances. They resign to the idea that their body is designed inefficiently, blaming genetics or lack of discipline. This mindset creates instability.

Personal training is expensive

Personal training is expensive

Personal training is expensive

Personal training is expensive

Personal training is expensive

Today's fitness world pushes the need for the latest gym equipment, supplements, protein shakes on top an an already pricey gym membership. Some gym-goers do not have the means to afford regular coaching on and resort to self-recording or coaching from untrained people to analyze their form. This is risky when performing exercises, like squats or bench press, that have many nuances and can lead to short or long-term injury.

Little to no foresight

Little to no foresight

Little to no foresight

Little to no foresight

Little to no foresight

Lifters do not know how today's exercise or meal contribute to tomorrow's physique? They do not have a roadmap of how to get to their goals, if set at all. This leads to years of plateaus and abandoning one's fitness regime.

insight

Past, present, future—unite these for excellence

Past, present, future—

unite these for excellence

Past, present, future—

unite these for excellence

Past, present, future—
unite these for excellence

define

I got clear about who it was I was serving, what alternatives were being used and what problems to focus on. Luckily, the demographic came to me in the gym whenever they were seeking fitness advice—I knew who they were right away.

I got clear about who it was I was serving, what alternatives were being used and what problems to focus on. Luckily, the demographic came to me in the gym whenever they were seeking fitness advice.

ethos

The Scientist

The Scientist

The Scientist

The Scientist

The Scientist

There are many fitness apps and brands that orient themselves as the one to activate an beast-like athlete within their consumer. PATI will take a different approach as "the scientist" providing a digital lab where users can experiment as aggressively or modestly as they like with workout routines, meal plans and exercises that will drive precise information about their fitness journey.

demographic

Intermediate Natties

Intermediate Natties

Intermediate Natties

Intermediate Natties

Intermediate Natties

Canadian, male, 26-35 yrs old

Canadian, male, 26-35 yrs old

Canadian, male, 26-35 yrs old

Canadian, male, 26-35 yrs old

Canadian, male, 26-35 yrs old

Nattie refers to gym-lingo for an athlete, typically a weight-lifter or body builder, who is "natural" and does not resort to performance-enhancing drugs like steroids or supplemented testosterone. They prefer a sustainable method of making progress and are likely to approach their fitness systematically through weekly meal preparations and a refined workout plan. These athletes have been at it for a while and are looking for a natural edge to improve their performance.

Novice Lifters

Novice Lifters

Novice Lifters

Novice Lifters

Novice Lifters

Canadian, male, 18-27 yrs old

Canadian, male, 18-27 yrs old

Canadian, male, 18-27 yrs old

Canadian, male, 18-27 yrs old

Canadian, male, 18-27 yrs old

These athletes are driven to win. They want to make progress and quickly—they are new to the lifting game and are looking for guidance at any which way. Novice lifters are likely to embrace technology on their fitness journey and want to bring their friends along for the ride. They might rush their workouts.

psychographics

Intermediate Natties

Intermediate Natties

Intermediate Natties

Intermediate Natties

Intermediate Natties

Interests

Interests

Interests

Interests

Interests

Personal growth

Attitudes

Attitudes

Attitudes

Attitudes

Attitudes

Determined, focused, serious, authentic

Behaviours

Behaviours

Behaviours

Behaviours

Behaviours

Scheduled workouts, workouts are planned

Point of Entry

Point of Entry

Point of Entry

Point of Entry

Point of Entry

Looking for insights for break plateaus

Point of Exit

Point of Exit

Point of Exit

Point of Exit

Point of Exit

Understands how to current activities lead to future gains

Novice Lifters

Novice Lifters

Novice Lifters

Novice Lifters

Novice Lifters

Interests

Interests

Interests

Interests

Interests

Memes

Attitudes

Attitudes

Attitudes

Attitudes

Attitudes

Idealistic, binary-thinking, humorous

Behaviours

Behaviours

Behaviours

Behaviours

Behaviours

Scheduled workouts, workouts are planned

Point of Entry

Point of Entry

Point of Entry

Point of Entry

Point of Entry

Realizes they are in need of guidance on their journey

Point of Exit

Point of Exit

Point of Exit

Point of Exit

Point of Exit

Has attained success but is hitting plateaus

Positioning

Integrated fitness foresight

Integrated fitness foresight

Integrated fitness foresight

Integrated fitness foresight

Integrated fitness foresight

Other fitness trackers are great at providing information based on previously executed workouts. The future of tech will accelerate precision, which will lead to highly personalized workout and meal plans. Tech like AI already study users and can provide detailed workouts or meals. There is an opportunity to create a fitness tracker that acts as real-time personal trainer that consolidates this ability and learns even deeper about the user. We can identify fitness enhances by analyzing past performance.

attributes

Promise

Promise

Promise

Promise

Promise

Committed to your betterment

Message

Message

Message

Message

Message

Your AI personal trainer

Voice

Voice

Voice

Voice

Voice

Dependable, sturdy, accurate

Values

Values

Values

Values

Values

Precision, foresight, future-proofing

objectives

Create an prototype

Validate app interest

Create an prototype

Validate app interest

Create an prototype

Validate app interest

Create an prototype

Validate app interest

Create an prototype

Validate app interest

Future iterations of the product would require foresight features which are beyond the scope of this project. Goal-setting can work as a feature that other fitness apps haven't addressed.

Future iterations of the product would require foresight features which are beyond the scope of this project. Goal-setting would suffice as an MVP feature that other fitness trackers haven't addressed yet.

design

The design phase of this project was broken up into three main areas; brand identity, design system and prototypes. This led to an minimum viable product (MVP), that I engineered using Cursor, to prep for an app store launch.

Key Features

While designing, I made a list of features I wanted to create. I distilled the list to a core few that I would prioritize for an MVP and others I would save for later production based on time and resources. On top of the staple features like creating and tracking workouts, I identified two key features that I haven't substantially found in other apps. I started with visual mock-ups that I prototyped in Figma that would act as the basis of my user tests. With user validation, I would carry the validated ideas to Cursor to engineer an MVP.

Goal-setter

Goal-setter

Goal-setter

Goal-setter

Goal-setter

Many fitness trackers allow you to track your body weight or other measurements but, they do not connect how your workouts lead to the user's goals. The aim of the goal-setter is help users articulate what exactly they're aiming for. Intelligent suggestions like when to push hard, when to rest and what to eat are some of the things that can be provided given proper goal-setting.

Workout generator

Workout generator

Workout generator

Workout generator

Workout generator

PATI aims to be a central hub for all fitness activities. This includes planning workouts. Some users might not know where to start. To usher them into a safe and effective workout routine, we can configure various exercises together and use calculations like optimal volume to lift, strength standards and the like to create workouts that suit the user's preferences.

brand identity

I created a barebones brand identity to capture the essence of my idea and guide other efforts like product colours. I named the app “PATI” to sound like a human name similar to Apple’s Siri or Amazon’s Alexa. The name is constructed using the initials of the app’s purpose—to provide personal training through artificial intelligence. The initials were rearranged to read like “Patty.”

PATI

design system

I expanded my concept with a simple design system. I built components on a case-by-case basis as I designed for various user flow. This includes a colour system, typography, page layouts, buttons and interactions.

product colours

pati

colour / main /

/ focus

/ emphasis-high

/ emphasis-mid

/ emphasis-low

/ border

/ surface

/ background

/ background-modal

/ state-pressed

/ state-selected

colour / alert /

/ focus

/ emphasis-high

/ emphasis-mid

/ emphasis-low

/ border

/ surface

/ background

/ background-modal

/ state-pressed

/ state-selected

typescale

pati

Head 1

Head 1

Sora

Regular

64 px

Used as a page or section indicator; also for promotions

Head 2

52 px

Head 3

48 px

Head 4

32 px

Head 5

24 px

Head 6

20 px

Subtitle 1

Medium

16 px

Used as a label or precursor to body-1, in-line text interactions or for promotional purposes

Subtitle 2

14 px

Used as a label or precursor to body-2 or in-line text interactions

Body 1

Inter

Regular

16 px

Used for promotional large bodies of text

Body 2

14 px

Used for general large bodies of text

OVERLINE

Overpass Mono

Medium

12 px

0.25 em kerning

Used for subtext before large bodies of text

CHIP-TAG

Semi-bold

14 px

0.25 em letter-space

Used for interactive text with chip or tag components only

Button

Inter

Semi-bold

14 px

Used for interactive text within components or independently

Caption

Regular

12 px

Used for subtext after large bodies of text

Prototype

I drafted the entire user flow from sign-up to editing a workout plan in Figma. I used Cursor to develop the key features. Below are screens for the key features.

user flow

goal-setting

Users can access their goals from any screen via the “Goal Unset” chip in the top-right. From there, they can configure current and target stats then, save their changes and either stay on the Goal Details page or return to the previous tab.

user flow

workout-generation

Users generate a workout by tapping “+,” selecting “Generate,” and following the guided steps. While the workout is being created, they’re asked to wait and are notified if they leave the app. Once ready, they can save it or make edits. Saved workouts are added to the "Unsorted" folder by default.

Users generate a workout by tapping “+,” selecting “Generate,” and following the guided steps. While the workout is being created, they’re asked to wait and are notified if they leave the app. Once ready, they can save it or make edits. Saved workouts are added to the "Unsorted" folder by default.

deliver

I brought my prototype to users to gauge their interest. I received some feedback that led me designs eventually engineer an MVP in Cursor and reconsider the design.

Feedback

Goal-setting's smart

Goal-setting's smart

Goal-setting's smart

Goal-setting's smart

Goal-setting's smart

"I don't know what I'm aiming for when I'm in the gym. The goal-setter makes things clear and easy to understand."

"I don't know what I'm aiming for when I'm in the gym.

The goal-setter makes things clear and easy to understand."

Explore options?

Explore options?

Explore options?

Explore options?

Explore options?

"I want to see other people's workouts, how can I do that?"

Can I bring friends?

Can I bring friends?

Can I bring friends?

Can I bring friends?

Can I bring friends?

"I go to the gym with a group of friends; we like to push each other to grow. Can I invite my friends to the app?"

"I go to the gym with a group of friends; we like to push each other to grow.

Can I invite my friends to the app?"

Explore other UIs

Explore other UIs

Explore other UIs

Explore other UIs

Explore other UIs

"What if you could customize the look of the app? We choose our colours that match with our outfits and equipment—why not the app? That'd be cool."

Size it up

Size it up

Size it up

Size it up

Size it up

"I noticed my thumbs are too big for the buttons—is there any way you can make it bigger? If I was using this in the gym, I don't want to be distracted."

"I noticed my thumbs are too big for the buttons—is there any way you can make it bigger?

If I was using this in the gym, I don't want to be distracted."

re-designs

hypothetical

Results

Assets

Brand Identity

Design System

Prototype

MVP

Research Report

Business Model

User Tests

User Feedback

Brand Identity

Design System

Prototype

MVP

Research Report

Business Model

User Tests

User Feedback

Brand Identity

Design System

Prototype

MVP

Research Report

Business Model

User Tests

User Feedback

Brand Identity

Design System

Prototype

MVP

Research Report

Business Model

User Tests

User Feedback

Brand Identity

Design System

Prototype

MVP

Research Report

Business Model

User Tests

User Feedback