# Wellness by AI

> Independent coverage of AI-powered wellness technology across sleep, fitness, recovery, wearables, beauty, personalization and wellness operations.

Canonical domain: wellnessbyai.org. Publisher: Signal House Media. Every published page is reviewed by a named human editor; AI assistance, source state, commercial relationships and material corrections are disclosed where relevant.

### Essential pages

- [Publication home](https://wellnessbyai.org/)
- [Lead author: Konstantin Kravchenko](https://wellnessbyai.org/authors/konstantin-kravchenko): Wellness Technology Editor & MedTech Product Leader
- [Intelligence desk](https://wellnessbyai.org/intelligence): structured product and workflow evidence
- [Public Data Lab](https://wellnessbyai.org/data): source ledgers and citation-ready figures
- [Methodology](https://wellnessbyai.org/methodology): evidence states, sourcing and freshness
- [Editorial standards](https://wellnessbyai.org/editorial-policy): independence, disclosure and rankings policy
- [AI use policy](https://wellnessbyai.org/ai-policy): permitted assistance and required human review
- [Corrections](https://wellnessbyai.org/corrections): reporting and change-record process
- [Privacy policy](https://wellnessbyai.org/privacy): personal-information and analytics practices
- [Cookie policy](https://wellnessbyai.org/cookies): consent choices and storage categories
- [Advertising and sponsorship policy](https://wellnessbyai.org/advertising): paid-placement labels and independence
- [Affiliate disclosure](https://wellnessbyai.org/affiliate-disclosure): material relationships and link qualification
- [Terms of use](https://wellnessbyai.org/terms): conditions for access and reuse
- [Professional disclaimer](https://wellnessbyai.org/disclaimer): scope and decision boundaries
- [Publication sitemap](https://wellnessbyai.org/sitemap.xml)

### Coverage taxonomy

### News & Trends

Reporting on products, companies and technologies changing wellness.

- [Wellness tech news](https://wellnessbyai.org/topics/wellness-tech-news): Meaningful products, partnerships and market moves.
- [Trend watch](https://wellnessbyai.org/topics/wellness-tech-trends): Early consumer, operator and technology signals.
- [Product launches](https://wellnessbyai.org/topics/wellness-product-launches): New devices, platforms, features and experiences.
- [Funding & M&A](https://wellnessbyai.org/topics/wellness-tech-funding): Capital and consolidation across wellness technology.
- [Claims & standards](https://wellnessbyai.org/topics/wellness-claims-standards): Evidence, privacy, disclosure and category boundaries.

### AI & Personalization

The intelligence layer behind wellness recommendations and behavior support.

- [Wellness AI](https://wellnessbyai.org/topics/wellness-ai): Assistants, coaching and recommendation systems.
- [Personalization engines](https://wellnessbyai.org/topics/wellness-personalization): Inputs, decision logic and adaptive experiences.
- [Behavior change technology](https://wellnessbyai.org/topics/behavior-change-tech): Prompts, habits, feedback and adherence.
- [Consumer wellness apps](https://wellnessbyai.org/topics/wellness-apps): Digital products for routines, learning and self-care.
- [Privacy & sensitive data](https://wellnessbyai.org/topics/wellness-data-privacy): Consent, retention and responsible product design.

### Sleep, Fitness & Recovery

Devices and platforms supporting movement, rest and recovery.

- [Sleep technology](https://wellnessbyai.org/topics/sleep-technology): Tracking, environment, routines and sleep support.
- [Fitness technology](https://wellnessbyai.org/topics/fitness-technology): Training, coaching, equipment and connected experiences.
- [Recovery technology](https://wellnessbyai.org/topics/recovery-technology): Readiness, recovery tools and performance routines.
- [Wellness wearables](https://wellnessbyai.org/topics/wellness-wearables): Sensors, scores, interpretation and action.
- [Nutrition technology](https://wellnessbyai.org/topics/nutrition-technology): Planning, tracking, personalization and behavior support.

### Beauty & Wellness Business

Technology for beauty, spa, salon, studio and hospitality-led wellness.

- [Beauty technology](https://wellnessbyai.org/topics/beauty-technology): Consultation, discovery, personalization and connected products.
- [Spa & wellness software](https://wellnessbyai.org/topics/spa-wellness-software): Booking, operations, memberships and guest experience.
- [Salon technology](https://wellnessbyai.org/topics/salon-technology): Scheduling, client records, commerce and service operations.
- [Studio technology](https://wellnessbyai.org/topics/fitness-studio-technology): Classes, memberships, engagement and operations.
- [Wellness hospitality](https://wellnessbyai.org/topics/wellness-hospitality-tech): Retreat, hotel and destination wellness systems.

### Guides & Research

Implementation guides, market data, product maps and evidence-led comparisons.

- [Buying guides](https://wellnessbyai.org/topics/wellness-tech-buying-guides): Questions and criteria before selecting a system.
- [Implementation guides](https://wellnessbyai.org/topics/wellness-tech-implementation): Workflow, staff, data and adoption patterns.
- [Product comparisons](https://wellnessbyai.org/topics/wellness-tech-comparisons): Transparent criteria and evidence states.
- [Wellness statistics](https://wellnessbyai.org/topics/wellness-statistics): Citable figures with scope and source.
- [Companies & products](https://wellnessbyai.org/topics/wellness-tech-companies): A contextual market index—not a pay-to-rank list.

### Published work

- [News: Wellness technology is moving from tracking to useful action](https://wellnessbyai.org/news/wellness-tech-moves-from-tracking-to-action): Products are being judged on how they translate a score into understandable, bounded and privacy-aware next steps. The practical test is whether a wellness operator or consumer product team can inspect the evidence, understand the human checkpoint and measure what changed.
- [Analysis: Every wellness score needs a trust layer](https://wellnessbyai.org/articles/the-score-needs-a-trust-layer): Personalization is valuable only when people can understand the input, limitation and reasonable next action. The practical test is whether a wellness operator or consumer product team can inspect the evidence, understand the human checkpoint and measure what changed.
- [Guides: How to evaluate a wellness AI recommendation workflow](https://wellnessbyai.org/guides/evaluating-wellness-ai-workflows): A credible wellness workflow distinguishes what was measured, inferred and recommended—and where medical advice is outside scope. The practical test is whether a wellness operator or consumer product team can inspect the evidence, understand the human checkpoint and measure what changed.
- [Reports: Wellness Technology Signals 2026](https://wellnessbyai.org/reports/wellness-technology-signals-2026): A launch framework for mapping categories, products, claims, privacy practices and operating workflows. The practical test is whether a wellness operator or consumer product team can inspect the evidence, understand the human checkpoint and measure what changed.

## Contact

- Editorial and data submissions: editorial@wellnessbyai.org
- Corrections: corrections@wellnessbyai.org
- Privacy: privacy@wellnessbyai.org
- Commercial partnerships: partnerships@wellnessbyai.org