AI Lactation Plan

Client

Client

Momcozy

Date

Date

Jun - Aug 2026

My Role

My Role

Product Design

AI Experience Strategy

Human-AI Interaction

From Mom First
to AI Native

Overview

Overview

What if Momcozy could do more than track a mom’s pumping journey, and begin to understand it?

Momcozy pumps already capture meaningful data throughout a mother’s lactation journey. Building on the Mom First foundation of App 3.0, we explored how AI could turn these signals into personalized plans, timely guidance, and insights that adapt to each mom over time.

The Opportunity

Moms already had the data.
What they needed was meaning.
Moms already had the data. What they needed was meaning.

Momcozy already captured each mom’s pumping patterns. AI created an opportunity to turn those signals into personalized guidance.

The Insight

AI shouldn’t be another destination

Momcozy already captured each mom’s pumping patterns. AI created an opportunity to turn those signals into personalized guidance.

My Approach

Making intelligence part of the journey

The goal wasn’t to maximize AI interaction. It was to identify the moments where intelligence could reduce uncertainty, support action, or offer reassurance, while leaving moms in control.

01

01

Start with what she already knows

Existing pumping data becomes the starting point, helping moms see the value of a personalized lactation plan before they ever set one up.

02

02

A plan built around her rhythm

A plan built around her rhythm

Known data is carried forward automatically. A lightweight setup only asks what’s missing, then shapes a plan around her goals, routine, and preferences.

Known data is carried forward automatically. A lightweight setup only asks what’s missing, then shapes a plan around her goals, routine, and preferences.

03

03

Guidance that fits into her day

The plan becomes part of her existing routine, with timely pumping sessions surfaced across Home and Calendar when she needs them.

04

04

Turn patterns into perspective

Turn patterns into perspective

AI connects daily pumping patterns with each stage of the lactation journey, helping moms understand where they are, what’s typical, and what may come next, without turning progress into pressure.

AI connects daily pumping patterns with each stage of the lactation journey, helping moms understand where they are, what’s typical, and what may come next, without turning progress into pressure.

05

05

Questions, answered in context

When something doesn’t make sense, AI Assistant is one tap away, with responses grounded in her current stage, patterns, and plan.

What’s Next

From lactation to broader care

The same approach could extend to other care routines, using existing data to help moms understand patterns and anticipate what may come next.

Results
42%
42%

Plan adoption

Plan adoption

Eligible users created a personalized lactation plan, showing strong early adoption of AI-guided support.

25K+

Daily page views at peak

Daily page views at peak

Moms returned to understand their progress beyond daily tracking.

87%
87%

Insight-to-journey engagement

Insight-to-journey engagement

Insight engagement continued into deeper exploration of their lactation journey.

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©KL Portfolio 2026

©KL Portfolio 2026

©KL Portfolio 2026