Cavity Wizard logo
A ByteSized Dentistry product
🟡 Backed by Group Pharma
Pediatric cavity-risk prediction platform

Cavity Wizard – turning kids’ cavity risk into a real-time, structured data layer.

Cavity Wizard is a 2-minute cavity-risk screen for children that lives in clinics and schools, funnels parents into care, and quietly builds an AI-ready dataset on pediatric oral health – created by dentists and backed by Group Pharma.

💬 Book an investor demo ▶️ Try the 2-minute scan
Built by practicing dentists · Pilot-ready in India · Designed to scale pan-Asia

🪥 The problem we’re solving

Cavities are the world’s most common chronic disease in children – yet we mostly see them only when they hurt.

  • No structured risk data: Parents know their child “eats sweets”, but nobody is scoring and storing risk in a repeatable way.
  • Screening is episodic: School dental camps are one-day events, not longitudinal programmes.
  • Dentists lack upstream visibility: By the time a child reaches a clinic, the cavity is often advanced, anxious, and expensive to fix.
  • AI has no clean pediatric dataset: There is no widely adopted “front door” product collecting structured behaviour + image labels at scale.
Our mission: make pediatric dental prevention measurable, repeatable, and fun – so cavities are caught before they hurt.

Cavity Wizard is designed as that front door: a playful, parent-facing experience on the surface, and a high-quality data collection engine underneath.

🧙‍♂️ The product in one slide

For parents, Cavity Wizard feels like a simple “Free Cavity Risk Scan”. For clinics, schools and partners, it is a plug-and-play screening workflow with built-in WhatsApp triage and data capture.

Parent & child journey
  • 1 Parent answers a minimal question set (brushing, sugar, night-time feeds, visible spots, pain).
  • 2 The rules-engine assigns a Low / Medium / High risk label and explains why in plain language.
  • 3 Parents are nudged to WhatsApp 3 photos (smile, upper, lower teeth) to a pedodontist for a free opinion.
Data & AI pipeline
  • 4 Each scan generates: structured risk inputs, calculated score, and linked tooth photos.
  • 5 Pedodontist responses label images as early lesion / cavitated / no caries – an AI-ready dataset.
  • 6 Phase 2: train models to detect lesions and auto-suggest risk, creating a Cavity Wizard AI score for payers and programmes.

đź’° Go-to-market & business model

Cavity Wizard is built to be cheap to deploy, easy to adopt, and valuable for every participant: parents, clinics, schools, and industry.

  • Phase 1 – Clinics & ByteSized Dentistry reach: Embed Cavity Wizard on partner clinic sites and campaigns as a branded “Free Cavity Scan” experience. Revenue via lead uplift + per-screen licence.
  • Phase 2 – School & CSR programmes: Deploy at scale through school screening programmes, backed by Group Pharma and other CSR partners. Revenue via programme fees and analytics.
  • Phase 3 – Payer & platform integrations: Offer a Cavity Risk API to insurers, tele-dentistry platforms and wellness apps to score kids periodically and trigger preventive journeys.
  • Long-term asset: de-identified, longitudinal cavity-risk and lesion data that can power AI products, research collaborations and market-level insights.

🤝 Backed by Group Pharma, built by clinicians

Cavity Wizard is being developed under the ByteSized Dentistry ecosystem, alongside real clinics and real parents. We are proudly backed by Group Pharma, whose support allows us to keep the parent-facing tool free while we refine the model and scale pilots.

  • Clinical credibility: conceived and iterated by practicing dentists with experience in pediatric and preventive dentistry.
  • Distribution leverage: Group Pharma’s presence in pediatric and preventive oral-care gives us a natural path into schools, paediatricians and pharmacies.
  • Content & trust: ByteSized Dentistry produces education and storytelling around cavities, giving Cavity Wizard an always-on content engine.

Our vision is to make Cavity Wizard the default “check-up before the check-up” for children – the place where parents go first, and where data starts its journey.

Live demo – 2-minute Cavity Wizard scan

Below is the minimal viable questionnaire we use for parents today. Investors can try it to see the UX and the rules-engine in action.

Current version: rules-based risk engine · Image-AI in roadmap
Child’s age group
How often does your child brush their teeth?
How often do they have sugary snacks / drinks?
Night-time habit
What do you see on your child’s teeth?
Has your child complained of tooth pain?
Demo only – shows our current rules-based engine. AI layer is in development.
Risk level
Internal score: 0

Your child’s risk summary

We’ll show a personalised summary here based on your answers.

    🟢 Share this result with a pedodontist on WhatsApp
    Cavity Wizard is a screening tool and does not replace a full dental examination. For real-world use we also collect photos and store data securely and de-identified for AI training.
    Photo-based triage via WhatsApp (current workflow)

    Once a parent has a risk score, we prompt them to send three photos for a free pedodontist opinion. This is where clinical labels – and value – are generated.

    1 Parent takes 3 photos: natural smile, upper teeth (“aaah”), and lower teeth.
    2 They tap the WhatsApp button above; a pre-filled message with their risk score opens.
    3 Pedodontist replies inside WhatsApp, while the platform stores structured inputs + labels (for clinics and AI).
    AI roadmap (high level)
    • Train models on de-identified images + labels to detect early lesions and cavitated caries.
    • Upgrade risk output from rules-engine to Cavity Wizard AI score, with confidence and explanations.
    • Expose an API + dashboards for clinics, schools and payers to monitor child-level and cohort-level risk over time.

    For investors: we can share a deeper technical + regulatory roadmap under NDA, including data governance and deployment models.