App that track your hydration while dynamically adapting
to your routines through AI interactions

Have a quick look at "pitch deck video"

Full walkthrough Raj's day with the AI Hydration app

Let's look at journey of Raj how he experiences
his hydration Journey

Tapping still asks for attention, time, and effort. In real-life situations walking, working, multitasking that small effort becomes a reason to delay, and delay turns into drop-off.

I did competitor analysis to understand how logging has been done

Normal apps don't have flexibility to log easily and change routine.

This was when I delved deep into the users journey

I handled out the journey of user where he experiences different scenarios & emotions. While analyzing the journey, I noticed something subtle but important: users know they need to log water, but often didn't not because they forgot, but because logging itself felt like effort.

Manual input

• Delayed Logging
• Breaks habit loop
• Requires cognitive effort

I explored alternatives (quick buttons, auto-triggers), but they all required visual attention or manual input. That's when dictate stood out because it fits into real-life behavior.

Then I designed it intentionally:

• One tap voice input → no typing, no navigation
• Works while walking, working, or multitasking
• Interprets natural phrases like "had 2 glasses"
• Gives instant feedback to close the loop in app

I specifically focused on in-the-moment capture, because habits are strongest when action and logging happen together.

Now, Lets see how voice input helps business?

How conversion happens?

Raj is in office.

• He forgot to add water since morning.
• The app shows 500ml at 4:30 PM
• He feels slightly tired, slight headache.
• He knows he should drink more.
• But adding feels like work.

Now imagine this:

• He opens your app.
• Instead of:
  • Manually tapping glasses
  • Manually typing to AI
  • Manually editing routines

And he just speaks once or taps

That's relief.

That's the moment he feels:

"Okay... this is actually helping me."

How Retention happens?

Voice logging Smart Bottle Redemption Strategy Retention

• How it Works:
• Users collect coins by logging through voice/camera
• They can redeem anytime and pays remaining amount to company
• Bottle unlocks:
  • Auto-tracking
  • AI hydration insights
  • Temperature tracking
  • Smart reminders
  • Premium dashboard

If user drops after 2 weeks: System triggers:
• "You're 70% toward Smart Bottle"
• Progress bar nudges
• Personalized reminder:

When I started thinking in journeys, one question kept coming to my head:

Because in reality, Raj doesn't stick to one container.
His day keeps changing home, office, meetings, gym.

01Initial Ideas I Explored

I explored two directions:
1. Static selection (photos/icons of containers)

• Show different containers like bottle, glass, mug
• User manually selects what they're using

Problem:

• Still requires effort user has to think before logging
• Breaks flow in quick situations (like meetings)
• Feels like a "task", not a natural action

02What if the app understands the container?

This led me to a more interesting thought:
"Instead of asking Raj... what if we just let him show it through camera and let AI measure it?"

then i started to design for little clarity

Using camera references

Final Decision: Camera-based logging container

I introduced a camera feature where:

• Raj can quickly scan his bottle or glass
• The app detects / logs it instantly

Why this clicked

• Removes decision fatigue no need to select or calculate
• Matches real-world behavior just show what you're using
• Works in all situations desk, meeting, gym

Changing container flow