06 · AI & digital products

AI & Digital Products

Using AI, product strategy, experience design, and audience learning to turn ideas into tangible applications, brands, and digital products.

CreatorChristina Ghere
ScopeEnd-to-end product creation
FocusAI · Product · UX · Brand
Layered montage of GreenFlags Compass, GreenFlags Cosmos, Invisible to Invaluable, and an editorial-commerce concept
The approach

The fastest way to understand emerging technology is to build with it.

These projects are not disconnected visual exercises. Each explores the full product system: a defined audience, a meaningful problem, an offer, an experience, a visual language, and a path to delivery.

AI served as both a product capability and a working method—supporting research, prompt architecture, voice and content strategy, rapid iteration, and experience development.

Evidence across the independent work
3AI-powered web applications designed and built end to end
900K+Short-form views informing audience and message learning
42K+Likes earned by the short-form content brand
Guides + toolsWorkbooks, templates, prompts, and packaged knowledge products
Audience-building experiment

A short-form brand became a live learning system.

I built a short-form content brand from scratch, using AI to shape voice, content strategy, hooks, and iteration. It reached 900K+ views and 42K+ likes in one year—providing real audience feedback on positioning, message clarity, and what earns attention.

Those results are evidence of audience-building and content-system execution. They are intentionally presented separately from the product concepts and do not imply product adoption or sales.

01Shape

Use AI to develop voice and content strategy.

02Publish

Put ideas in front of a real audience.

03Learn

Read attention and engagement signals.

04Apply

Bring the insight back into product thinking.

Product family · 01

GreenFlags

A related family of AI-assisted reflection and decision-support concepts designed to turn ambiguous personal signals into clearer, more approachable experiences.

GreenFlags Cosmos

Turning a complex input into a personal narrative.

Cosmos extends the family into an interactive chart and compatibility experience. A multi-step input flow, generated reading, and layered visual system make a technically complex concept feel engaging and easy to explore.

GreenFlags Cosmos interactive product experience
Cosmos uses progressive disclosure and a personalized visual narrative to make complex inputs approachable.
Product concept · 02

Invisible to Invaluable

A professional repositioning system that helps experienced operators articulate their value, strengthen their visibility, and turn expertise into a clearer market position.

Principles carried forward

Build to learn.

Hands-on experimentation reveals opportunities that abstract strategy misses.

Package insight clearly.

Expertise becomes more valuable when people can understand and apply it.

Test the message early.

Audience response provides useful product and positioning feedback.

Use AI with intent.

Speed matters most when it improves the work and the decisions behind it.

Product concept · 03

Editorial commerce experiment

A narrowly focused audience insight translated into a premium digital guide, an editorial visual identity, and a conversion-oriented commerce experience.

My role across the collection

Product exploration

Defined audiences, unmet needs, product promises, feature concepts, and paths to value.

AI workflows

Applied prompt engineering, research, content strategy, and rapid iteration across product and brand development.

Digital product design

Designed information architecture, interaction flows, visual identities, content systems, and conversion journeys.

Audience learning

Built and operated a short-form content brand, using performance signals to sharpen voice, positioning, and product thinking.

What the work demonstrates

Product thinking made visible.

The collection demonstrates my ability to move fluidly between strategy and craft—finding an opportunity, shaping the offer, designing the experience, and building enough of the system to evaluate what should happen next.

4Original product concepts
14Pages in the completed editorial guide
7 daysStructured professional-development method
End to endStrategy through tangible product experience
The throughline

The artifact is only part of the product.

The deeper work is connecting audience insight, positioning, experience design, delivery, and economics into a coherent system. These concepts made that full-system thinking tangible.

Independent concept work created by Christina Ghere. Some pricing, interface metrics, and testimonials shown within supporting visuals are illustrative.

Continue exploring · 01
TiVo One
Return to first project →