Artificial Intelligence

Web Design

SaaS

Reimagining Health Tracking with Gini

Reimagining Health Tracking with Gini

Reimagining Health Tracking with Gini

From DNA insights to AI-powered food logging, we built a feature-rich health hub that adapts to every user’s unique lifestyle.

Location

Location

Dubai

Industry

Industry

Artificial Intelligence (AI), Medical

Date

Date

Tools

Tools

Notion Miro Figjam Figma

The Client

Gini offers a highly personalized approach to health, nutrition, and wellness. By combining genetic data, lifestyle inputs, and more than 200 additional data points, Gini creates dynamic, vegan, bioavailable smart multivitamins that adapt to a user’s changing needs. The platform also provides gene-adjusted nutrition targets, a personalized nutrition label, lifestyle tracking, and an AI health assistant so people can take confident, daily control of their health.

The Challenges

Gini already had a strong core service, yet it needed a dedicated Analysis Screen that could bring together health reports, personalized recommendations, and actionable plans in one coherent place. The brief extended beyond a single screen into a broader experience that allowed users to track calories, weight, BMI, stress, and anxiety, consult a doctor, and join health programs without friction. At the same time, the onboarding journey was longer than ideal, and the team wanted to make everyday tracking of food, weight, medicines, and consultations feel simple and habitual.

Our Approach

We began by defining a clear information architecture that aligned features with product vision and clarified how users move across the experience. Next, we mapped flows for new and existing users and for doctors, ensuring that everything from onboarding to appointment booking felt intuitive.

The work progressed from competitor research to sitemap and wireframes, into a refined UI and design system. We validated the experience through internal live testing to confirm clarity and cohesion.

What We Did

We designed the Analysis hub to unify insights and actions so users don’t have to hunt across sections. Navigation and content hierarchy were refined so logging, reviewing insights, connecting with a doctor, and exploring programs are always close at hand.

We completed end-to-end flows for onboarding, consultations, booking and payment, and shopping—reducing cognitive load across the journey.

Design Process

The design process focused on transforming health data into an experience that feels both structured and engaging. The Dashboard served as a central hub for logging health details, tracking calories, medicines, exercise, and weight, while also enabling connections with doctors and providing personalized health tips.

The Log Food feature introduced AI-powered photo logging, turning images into calorie estimates and offering smart food recommendations.

Revolutionizing AI Assistant

With My Routine, the system automatically built a personalized daily plan from lifestyle and medication inputs, while still allowing full customization and tracking.



Finally, the Gini AI Assistant became the standout feature, guiding users with reminders, conversational answers, and actionable health plans. These combined elements created a seamless and motivating daily companion.

Testing & Iteration

We ran internal testing prior to launch to validate flow clarity, integration points, and micro-interactions. Feedback helped us tighten copy, confirm task success paths, and polish empty states.

The Result

Early usage indicated that the Gini AI Assistant resonated strongly with users, who preferred getting insights and logging through conversation rather than manual entry. This behaviour shaped our recommendations for future iterations that emphasize assistant-led guidance and low-friction logging.

FAQ

We’ve heard it all. Here’s everything you need to know before working with us.

How much does a UX design project with Groto cost?

Fixed projects start at US$5,000. Hourly engagements are US$50/hour. Share your brief so we can recommend the right scope.

How quickly can you start, and when will I see the first designs?

You can meet your designer within 24 hours and work starts immediately after. The 7-day free trial delivers a real design task from your actual backlog, not a mockup, so you see output in the first week. For Part-Time and Full-Time plans, a full UX strategy report lands within two weeks.

What happens if I do not like the designer or the work?

Start with the 7-day free trial before paying anything. If the fit is wrong, you walk away at no cost. After that, plans are month-to-month, you can request a different designer at any time, and you can pause for up to three weeks per quarter with credits rolling over. Cancel anytime.

Do I get one designer or a whole team?

You get a dedicated designer as your primary contact, backed by Groto’s 20-person studio. That means one consistent person who knows your product, with specialist support pulled in for research, brand, or development work without a new contract.

How do you measure whether the design actually worked?

Groto ties design work to product metrics agreed before the project starts, typically conversion rate, activation, task completion, and retention. On the IVHQ engagement, that produced a 2.3X conversion rate increase and 1.25X improvement in customer retention. Every engagement begins with a baseline measurement so the change is attributable.

Do you design UX for AI chatbots and conversational tools?

Yes. Groto designs conversational UX for chatbots, assistants, and support tools, covering the parts that break most often: turn-taking and interruption handling, streaming response states, fallback and handoff to a human agent, and tone calibration so the bot does not overpromise. The hard part is not the chat window, it is what happens when the model is confidently wrong.

Can your team handle UX for AI agents and copilot-style products?

Yes. Agentic and copilot products need patterns traditional UX does not cover: showing what the agent is about to do before it acts, permission gates on irreversible actions, human-in-the-loop checkpoints across multi-step tasks, and undo that genuinely reverses state. Groto has shipped copilot and agent interfaces for Camb.ai (AI dubbing) and Pathways (AI hiring). Trust calibration matters more than speed.

Do you help enterprises with UX for AI dashboards and reporting tools?

Yes. Groto designs data-dense enterprise dashboards and reporting tools, including AI-generated insights where the real design problem is explainability: showing why the model surfaced a number, letting analysts drill from summary to source rows, and flagging low-confidence output instead of presenting every figure with equal certainty. Enterprise buyers need an audit trail, not just a chart.

Is Groto a good fit for a B2B SaaS or enterprise product?

Yes. Groto specialises in complex B2B SaaS, enterprise internal tools and AI products, including dashboards, admin panels and data-heavy interfaces where information density matters more than visual polish. Current work spans AI platforms, fintech, healthcare and edtech, with clients across the USA, Europe, the Middle East and Asia.

What should I look for when choosing a UX design agency, and what are the red flags?

Ask for three things: a case study in your product category with named metrics, a trial or paid pilot before any long commitment, and direct access to the designer who will do the work. Red flags are portfolios with no measurable outcomes, contracts longer than three months with no exit, and account managers standing between you and the designer.

What does AI-first UX design actually mean in practice?

AI-first UX design means designing for products where the interface is non-deterministic: the output changes every time. That requires patterns traditional UX does not cover, including confidence and uncertainty states, correction and undo flows, streaming responses, prompt affordances, and graceful failure when the model is wrong. Groto has shipped this for AI dubbing, PR automation and AI hiring platforms.

How do I know your AI and ROI claims are real?

Every metric on this site traces to a named client engagement, not an internal estimate. The 4.9 rating comes from verified Clutch reviews you can read directly. For AI work specifically, ask to see the interaction patterns we shipped, not the visuals, since AI UX quality lives in error and uncertainty states rather than screens.

How does the 7-day free trial work?

Pick a real task from your backlog and Groto delivers it within seven days at no cost and with no card required. You keep the work regardless of whether you continue. The point is to judge us on output from your actual product rather than a curated portfolio.

Can you handle brand identity and marketing design as well as product UX?

Yes, and this is unusual for a product design studio. Groto's 12-person brand team covers brand identity, marketing design, landing pages and design systems alongside product UX. That means your product interface and your marketing site come from one team with one design system, instead of two vendors producing work that does not match.

Do you work across time zones, and how does that work day to day?

Groto's team overlaps at least half a business day with your time zone, so there is a real window for live calls and same-day feedback rather than a 24-hour round trip. We work with clients across the USA, Europe, the Middle East and Asia. Outside that window, progress moves through async updates, Loom walkthroughs and shared boards, so you always know where a design stands.

How much does a UX design project with Groto cost?

Fixed projects start at US$5,000. Hourly engagements are US$50/hour. Share your brief so we can recommend the right scope.

How quickly can you start, and when will I see the first designs?

You can meet your designer within 24 hours and work starts immediately after. The 7-day free trial delivers a real design task from your actual backlog, not a mockup, so you see output in the first week. For Part-Time and Full-Time plans, a full UX strategy report lands within two weeks.

What happens if I do not like the designer or the work?

Start with the 7-day free trial before paying anything. If the fit is wrong, you walk away at no cost. After that, plans are month-to-month, you can request a different designer at any time, and you can pause for up to three weeks per quarter with credits rolling over. Cancel anytime.

Do I get one designer or a whole team?

You get a dedicated designer as your primary contact, backed by Groto’s 20-person studio. That means one consistent person who knows your product, with specialist support pulled in for research, brand, or development work without a new contract.

How do you measure whether the design actually worked?

Groto ties design work to product metrics agreed before the project starts, typically conversion rate, activation, task completion, and retention. On the IVHQ engagement, that produced a 2.3X conversion rate increase and 1.25X improvement in customer retention. Every engagement begins with a baseline measurement so the change is attributable.

Do you design UX for AI chatbots and conversational tools?

Yes. Groto designs conversational UX for chatbots, assistants, and support tools, covering the parts that break most often: turn-taking and interruption handling, streaming response states, fallback and handoff to a human agent, and tone calibration so the bot does not overpromise. The hard part is not the chat window, it is what happens when the model is confidently wrong.

Can your team handle UX for AI agents and copilot-style products?

Yes. Agentic and copilot products need patterns traditional UX does not cover: showing what the agent is about to do before it acts, permission gates on irreversible actions, human-in-the-loop checkpoints across multi-step tasks, and undo that genuinely reverses state. Groto has shipped copilot and agent interfaces for Camb.ai (AI dubbing) and Pathways (AI hiring). Trust calibration matters more than speed.

Do you help enterprises with UX for AI dashboards and reporting tools?

Yes. Groto designs data-dense enterprise dashboards and reporting tools, including AI-generated insights where the real design problem is explainability: showing why the model surfaced a number, letting analysts drill from summary to source rows, and flagging low-confidence output instead of presenting every figure with equal certainty. Enterprise buyers need an audit trail, not just a chart.

Is Groto a good fit for a B2B SaaS or enterprise product?

Yes. Groto specialises in complex B2B SaaS, enterprise internal tools and AI products, including dashboards, admin panels and data-heavy interfaces where information density matters more than visual polish. Current work spans AI platforms, fintech, healthcare and edtech, with clients across the USA, Europe, the Middle East and Asia.

What should I look for when choosing a UX design agency, and what are the red flags?

Ask for three things: a case study in your product category with named metrics, a trial or paid pilot before any long commitment, and direct access to the designer who will do the work. Red flags are portfolios with no measurable outcomes, contracts longer than three months with no exit, and account managers standing between you and the designer.

What does AI-first UX design actually mean in practice?

AI-first UX design means designing for products where the interface is non-deterministic: the output changes every time. That requires patterns traditional UX does not cover, including confidence and uncertainty states, correction and undo flows, streaming responses, prompt affordances, and graceful failure when the model is wrong. Groto has shipped this for AI dubbing, PR automation and AI hiring platforms.

How do I know your AI and ROI claims are real?

Every metric on this site traces to a named client engagement, not an internal estimate. The 4.9 rating comes from verified Clutch reviews you can read directly. For AI work specifically, ask to see the interaction patterns we shipped, not the visuals, since AI UX quality lives in error and uncertainty states rather than screens.

How does the 7-day free trial work?

Pick a real task from your backlog and Groto delivers it within seven days at no cost and with no card required. You keep the work regardless of whether you continue. The point is to judge us on output from your actual product rather than a curated portfolio.

Can you handle brand identity and marketing design as well as product UX?

Yes, and this is unusual for a product design studio. Groto's 12-person brand team covers brand identity, marketing design, landing pages and design systems alongside product UX. That means your product interface and your marketing site come from one team with one design system, instead of two vendors producing work that does not match.

Do you work across time zones, and how does that work day to day?

Groto's team overlaps at least half a business day with your time zone, so there is a real window for live calls and same-day feedback rather than a 24-hour round trip. We work with clients across the USA, Europe, the Middle East and Asia. Outside that window, progress moves through async updates, Loom walkthroughs and shared boards, so you always know where a design stands.