Training intelligence
Plans, execution and history connect to fatigue and progression.
Introduction
Inside Taiiku
Fitness tools are strong in single categories but weak at explaining readiness, risk and progress across the whole person.
What had to connect
The UX must serve a gym user during a set, a coach reviewing clients and an organization reading aggregate health operations.
B2C
individual product
B2B2C
coach workflows
B2B
organization layer
Signals
readiness context
Features
Product features with technical depth
We designed Taiiku as a decision platform: data leads to coaching, adjustment and safer progression.
Nutrition context
Food, macros and supplements respond to training and health goals.
Recovery signal
Sleep, HRV and readiness guide intensity decisions.
Coach workspace
Professionals see full context only with consent and clear boundaries.
AI coaching direction
Readiness, load and nutrition context can support recommendations with clear consent boundaries.
Workout execution
The active session is fast, offline-aware and low-friction.
Coach dashboard
Risk, adherence and recommendations are visible before messaging a client.
Readiness panel
Recovery and load tell users when to push and when to adapt.
Challenges
Fragmented health data
Training, food, sleep, biomarkers and coaching usually live in separate systems.
Technical challenges
Consent and health data
Coaches and organizations needed context only within clear consent boundaries.
Multi-audience UX
The same platform had to serve a gym user, coach and organization without flattening their workflows.
Signal context
Training, nutrition and recovery data had to explain readiness instead of producing isolated metrics.
Domain challenges
Fragmented health data
Training, food, sleep, biomarkers and coaching usually live in separate systems.
Workout execution
The active session is fast, offline-aware and low-friction.
Coach dashboard
Risk, adherence and recommendations are visible before messaging a client.
Technology stack
Technology stack behind the product
Taiiku groups training, nutrition, recovery, health, coaching, organizations, education and communication into bounded domains.
Domains
Training, nutrition, recovery, health
Professional
Coach planning, clients, guidance
Organizations
Members, schedules, operations
Data
Biometrics, analytics, recommendations
Web app
Angular, coach and organization UX
Mobile
.NET MAUI, workout and nutrition flows
Cloud
GCP, Kubernetes, health workloads
AI
Readiness and coaching recommendation direction
Training
recovery
Coach planning
guidance
schedules
Biometrics
recommendations
coach and organization UX
workout and nutrition flows
Kubernetes
Readiness and coaching recommendation direction
Professional
Data
Mobile
AI
Training
recovery
Coach planning
guidance
schedules
Biometrics
recommendations
coach and organization UX
workout and nutrition flows
Kubernetes
Readiness and coaching recommendation direction
Professional
Data
Mobile
AI
nutrition
health
clients
Members
operations
analytics
Angular
.NET MAUI
GCP
health workloads
Domains
Organizations
Web app
Cloud
Coaching
nutrition
health
clients
Members
operations
analytics
Angular
.NET MAUI
GCP
health workloads
Domains
Organizations
Web app
Cloud
Coaching
Preview
Platform insight
Selected product screens showing information architecture, UX decisions and real system surfaces.
Japonics
Build health software that sees the whole system, not one metric
Taiiku is a case study in multi-audience platform design and performance data UX.