07 / HEALTH & WELLNESS / HEADLESS CMS / SCOPED AI

PURYEAR

ROLESenior Full-Stack EngineerTYPEStudio DeliveryYEAR2025
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01 / CONTEXT

A health and wellness platform built around Storyblok, progress tracking and an AI assistant constrained to answer from the client's own published material.

The client needed to publish content without developer involvement while reducing repeated wellness questions without deploying an unconstrained assistant into a health-adjacent environment.

02 / THE HARD PART
The useful part of AI here was not giving the model more freedom. It was deliberately limiting what it could answer, keeping those answers traceable to approved material and handing everything outside that boundary to a human.
03 / WHAT SHIPPED
Storyblok headless CMS integration
Self-service content publishing
Scoped AI guidance assistant
Source-bounded answer flows
Progress tracking and charts
WCAG-conscious interaction and reduced-motion behaviour
04 / STACK
ReactNext.jsNode.jsExpressMongoDBStoryblokGSAP

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