Happybite
Review prototype · illustrative only
A calmer way to follow oral wellness

Your smile has a story. See it sooner.

Happybite guides you through a clear photo of your teeth, turns visible changes into understandable wellness observations, and helps you build a better habit between dental visits.

Wellness guidance, not diagnosis Camera-first, no gallery upload Designed for UK/EU hosting
9:41
Front bite · 1 of 1
Ready · hold still for auto-capture
Lighting is evenOne clear instruction at a time
Privacy by designTemporary capture, controlled transfer
Guided captureFraming, distance and lighting support
Structured observationsClear findings, never generated diagnoses
Longitudinal wellnessFollow comparable scans over time
Professional hand-offDiscuss observations with a dentist
The experience

Useful in one minute. Understandable at a glance.

The product behaves like a calm coach: it guides the user, explains what it can see, and stays honest about what it cannot.

01 · PREPARE

Know what to do

Short preparation instructions make the task feel familiar before the camera opens.

02 · CAPTURE

Get a usable photo

Live guidance reduces blur, glare and poor framing; auto-capture removes shutter anxiety.

03 · UNDERSTAND

See plain-language observations

Results use calm, non-diagnostic wording and always show the product’s limitations.

04 · FOLLOW

Build a better habit

Comparable scans create a wellness timeline users can discuss with their dentist.

Trust is a product feature

No fear. No false certainty. No hidden capture.

The design uses reassuring colour, explicit consent and restrained language. It gives attention to important observations without borrowing the visual language of diagnosis.

1
Current model scope stays visibleThe first credible model is caries-only and experimental; plaque and gum features remain roadmap items until evidence exists.
2
No invented tooth locationObservations are shown by image region until genuine tooth-number localisation is available.
3
Scores wait for validationUnvalidated numbers are withheld. The prototype labels any future score as illustrative demo data.
4
People remain in controlSeparate consent, temporary local files, export and deletion are part of the primary experience.
For dental plans, employers and insurers

A member wellness programme people can actually use.

Partners see participation and validated wellness trends—not mouth photos, diagnoses or another organisation’s data. The portal supports outreach and professional referral without turning employers into clinicians.

✓ Cohort engagement at a glance
✓ Validated results only
✓ No raw images in the portal
✓ Audited, tenant-scoped access
Get Happybite · iOS and Android

Oral wellness, guided from your own phone.

Happybite is not publicly downloadable yet. Join the launch list for release updates, or explore the interactive mobile prototype now.

Be first to try Happybite.

The launch QR will point to the correct store for each device once approved builds are live.

Prototype interaction only. No email is sent or stored from this page.
Consumer experience · iOS and Android

A camera that feels like a calm coach.

Use the screen list to review the flow. On the capture screen, switch quality states to see how the guidance responds.

Scope note
One front-bite view is shown for the MVP. Additional views wait for device and model evidence.
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Guided photo Track over time

A clearer view of your oral wellness.

Take a guided photo, receive understandable observations, and follow changes between dental visits.

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Step 1 of 2

Your photo. Your choice.

We need your permission to analyse a temporary photo for oral-wellness feedback.

Designed for controlled UK/EU processing. You can export or erase your account data.
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About 30 seconds

Let’s get a clear front-bite photo.

Stand near even light and follow the guide. The camera captures automatically when ready.

1
Face a window or soft lightAvoid direct glare on teeth.
2
Pull lips gently awayShow the front teeth and gum line.
3
Hold the phone steadyWe will tell you when the frame is ready.
9:41
Front bite
Keep teeth inside the guide
1 / 1
Ready — hold still for auto-capture
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Is the photo clear?

Your front teeth and gum line should be visible without glare.

✓ Framing✓ Lighting✓ Sharpness
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Looking at visible areas…

Keep this screen open. This usually takes less than a minute.

Photo receivedComplete
Quality confirmedComplete
Preparing observationsIn progress
9:41Share
Wellness information only. This is not a diagnosis. A dentist can perform a complete examination.
Illustrative future score
72

Demo data · shown only after scoring is validated

Observation to discuss

!
Decay-suspected areaA visible region in the front-bite photo may be worth discussing with your dentist. No tooth number is claimed.
i
What this photo cannot assessHidden tooth surfaces, X-ray findings and conditions outside the visible frame.
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Your wellness timeline

Illustrative trend design for comparable scans.

LATEST DEMO SCORE72
28 June · Front bite72 · Demo
14 June · Front bite68 · Demo
31 May · Front bite65 · Demo
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Your data and choices

Understand consent, download your information, or erase the account.

Analysis consentActive · review or withdraw
Model improvementOff · optional
Export my informationReceive a portable copy
×
Delete my accountErase scans, images and account data
Partner experience · role-scoped web portal

Useful oversight without clinical overreach.

The partner experience prioritises participation, validated trends and professional hand-off. It never exposes raw intraoral images.

Prototype rule
Referral controls are disabled whenever a score is pending or unvalidated.
portal.happybite.example / overview

Good morning, Amina

Northstar Dental Plan · member wellness overview

Last 30 days⌄
Enrolled members1,248
Active this month68% +8%
Completed scans846
Referral follow-ups24
Member participationIllustrative programme data
Result statusCurrent cohort
Validated result61%
Pending validation24%
No recent scan15%
MemberResult statusTrendLast scanAction
42HB–1042ValidatedImproving ↗2 days ago
77HB–1077PendingWithheld5 days ago
20HB–1120ValidatedStable →1 week ago

Illustrative records only. Member identifiers are pseudonymous. Scores and referral eligibility appear only after validation.

Team review board

Decide the feeling before we build the product.

These are the choices the team should approve or challenge. Buttons are local prototype controls and do not submit information anywhere.

Colour psychology
PorcelainClean, warm and enamel-inspired—not harsh hospital white.
Trust navyStability, competence and readable contrast.
Sea-glass aquaFreshness, progress and safe capture readiness.
Attention amberPrompts attention without the fear response of medical red.

Decisions for this review

DECISION 01

Premium but approachable visual language

Editorial serif headlines create warmth; precise sans-serif text keeps instructions clear.

DECISION 02

One-view MVP capture

Start with front bite. Add upper/lower views only when users and model evidence support them.

DECISION 03

One camera instruction at a time

The capture overlay prioritises the most useful correction rather than showing several warnings.

DECISION 04

Truthful score presentation

No numeric wellness score reaches users or partners until the formula and operating thresholds are reviewed.

DECISION 05

Region-first observations

The result names the source view/region, not a tooth number, until localisation is real.

DECISION 06

Partner portal prioritises programme activity

Partners see engagement, validated trends and referral status—never raw images or pseudo-clinical detail.

Product truths this design will not compromise

Wellness guidance, never diagnosis or disease certainty.
Camera-first capture with no gallery import.
Caries-only experimental model until additional data exists.
Separate analysis and model-improvement consent.
No raw images in the partner portal.
Accessibility cannot depend on colour or auto-capture alone.