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Journey mappingAdaptive learning

A learning journey that keeps up with the child.

Personalized early-math paths that respond to success, struggle, and forgotten concepts.

miko.ai original case study visual
PROJECT
miko.ai
CONTEXT
Product design assignment · independent case study

01 / THE PROBLEM

What needed to make more sense?

Children learn at different speeds. Repetition can bore a confident learner, while a difficult task can frustrate a child who needs support. My journey focuses on ages 5–7 within the broader 4–10 learning-app brief.

Getting stuck should change the support, not end the adventure.

02 / DISCOVERY

How I approached it

  • Mapped a six-stage early-math journey from parent onboarding to rewards and progression.
  • Documented objectives, needs, feelings, and barriers at each stage.
  • Explored separate success, struggle, and revision paths rather than one sequence for every learner.

03 / PRODUCT DECISIONS

The proposed direction

  • Use parent-led setup, a starting skill level, session preferences, and audio-guided first activities.
  • Reward success and gradually increase difficulty while varying game mechanics.
  • When the child struggles, add hints, demonstrate answers, slow the pace, simplify the activity, or return to a previous level.
  • Introduce short revision activities after a 3+ day absence or later signs of weak recall.
  • Make progress visible through stars, badges, puzzle pieces, and themed world unlocks.

04 / MEASURES & LIMITS

What success would look like.

6 stagesEarly-math journey
5–7 yearsFocused learner group
3+ daysProposed revision trigger

The deck defines an adaptive experience and proposed rules; it does not present measured learning or retention gains. Proposed struggle thresholds include support below 40% performance and additional simplification below 20%. These rules need validation with children and parents before production.

05 / THE TAKEAWAY

The thought I’d carry forward.

The experience should protect confidence while adapting difficulty. A child can receive more help and still finish the first session feeling successful.

06 / ALL THE DETAILS

The original work, in full.

The complete research, diagrams, screens, and supporting details are in the original document.

If the document preview is unavailable, use “Open the complete case study” above.

Keep the curiosity going.