Module 2 — 2025
Tools, prototypes & experiments
Adhd Optimizer
The ADHD Personal Optimizer is a high-impact digital intervention designed to bridge the gap between clinical therapy and daily self-management. While ADHD is often viewed through a behavioral lens, the economic and health implications are profound: studies indicate significantly reduced life expectancy and higher comorbidities of anxiety and depression (Barkley 2019). This application addresses the market need for a low-friction, low-cost "digital scaffold" to mitigate these risks
Longevity Microbiome Index
Longevity Microbiome Index is a web app centered on gut health and aging, designed to help users assess and interpret their microbiome’s influence on longevity and overall wellness, with its key feature being AI-powered insights and personalized recommendations based on microbiome data to support healthier aging outcomes.
Possible X Ai Lens
Possible X Ai Lens is a web app that provides users with an AI-driven analytical “lens” to explore data or insights, designed to help users interpret complex information or scenarios through AI-generated perspectives, with its key feature being AI-powered contextual analysis and interpretive guidance to make data or decisions easier to understand.
Strong Bones Lab
Strong Bones Lab is a web app focused on bone health and musculoskeletal wellness, designed to help users assess, track, and improve bone strength and related health markers, with its key feature being personalized guidance and insights for stronger bones and injury prevention.
Steadyfreddy
Steadyfreddy is a web app designed to help users improve stability, balance, or consistency in daily routines or health goals, with its key feature being personalized guidance and tracking to support steadiness in physical performance, habits, or well-being outcomes.
Testablemolecularhypotheses
Testablemolecularhypotheses is a web app focused on scientific exploration and hypothesis testing in biology or health research, designed to help users formulate, evaluate, and analyze testable molecular or biological hypotheses, with its key feature being AI-assisted support for organizing, testing, and interpreting complex scientific ideas or data models.
Heron 1,
Heron 1, is a web app that appears to center on a specific project or tool named “Heron 1,” designed to help users interact with or explore a specialized health, wellness, or data-driven feature set, with its key function being focused assistance or insights tailored to that Heron 1 concept (likely involving tracking, optimization, or personalized guidance).
Pathway Longevity Agent
Pathway Longevity Agent is a longevity and health optimization web app that helps users explore personalized strategies for improving healthspan and aging outcomes through interactive tools or guidance, with its core function being AI-powered recommendations tailored to the user’s longevity goals and health data.
Genointegra
Genointegra is a web app focused on integrative genetics and health insights, designed to help users explore and interpret genomic or biological data in the context of personalized wellness and longevity, with its key feature being AI-assisted analysis of genetic/biological pathways to inform tailored health strategies.
Healthspan Unlocked
Healthspan Unlocked is a health and longevity web app designed to help users explore ways to improve overall well-being and extend healthspan, with its key feature being AI-powered personalized guidance and insights for optimizing long-term health outcomes.
Metabolic Human Span
umanSpan is a B2C platform initially focused on metabolic health through a nutritional lens. Using a structured Metabolic Test, moderate-to-severe symptoms activate functional domains that unfold into biological mechanism nodes before dietary patterns and behavioral inputs are analyzed. AI powers a “metabolic association web” that integrates symptom tracking, nutritional diaries, wearable data, and a curated, peer-reviewed knowledge base. The system identifies plausible correlations and translates them into additive and subtractive nutritional experiments, framed as testable hypotheses rather than diagnoses.
Bio Age Scribe
Bio Age Scribe is a web app focused on biological age assessment and health interpretation, designed to help users evaluate their biological age relative to chronological age and gain insights into aging processes, with its key feature being AI-assisted interpretation and personalized recommendations to support healthier aging.
Lifeloop Wellness Hub
Lifeloop Wellness Hub is a wellness engagement and tracking web app that helps users monitor healthy habits and lifestyle activities, with its key feature being personalized tools to track well-being behaviors and support sustained health improvements
Run Hypo
Run Hypo is the login/sign-in page for the Run Hypo web app, a platform focused on helping users manage or improve blood sugar control, reduce hypoglycemia risk, and optimize metabolic health, with its key function being authenticated access to personalized tools and insights for blood glucose regulation and metabolic wellness.
Dripfy Platform
dripfyplatform.figma.site is a Figma-published design prototype website (created using Figma Sites, which lets designers turn Figma layouts into live sites) that showcases a visual concept or landing page design for the “Dripfy Platform” — with its key purpose being to present the UI/UX design and branding of the platform rather than serve as a full functional product.
Ai Longevity Companion
Ai Longevity Companion is the authenticated dashboard of the AI Longevity Companion web app, a longevity-focused interface that provides users with personalized health and aging insights, progress tracking, and AI-driven recommendations once they’ve signed in.
Inner Glow Atlas
Inner Glow Atlas is a well-being and self-discovery web app that helps users explore personal growth, emotional wellness, and inner balance, with its key feature being AI-assisted guided reflections and insights to support mental and holistic self-understanding.
Longevity Lab Notes
Longevity Lab Notes is a longevity insights and research-oriented web app that helps users capture, organize, and explore healthspan or aging-related findings and ideas, with its key feature being AI-assisted structured notes and analysis to support long-term wellness planning and discovery.
Skin Happy
https://skinhappymd.com/ is the website for SkinHappy Clinic, a dermatology and aesthetic care practice in Carmel-by-the-Sea/Monterey, CA that offers medical dermatology, cosmetic treatments (like microneedling, Botox/fillers, hair restoration), skin cancer assessments, wellness-oriented IV and hormone therapies, and skincare products to help patients improve skin, hair, and overall confidence.
Ageless Mind Lab
Ageless Mind Lab is a well-being and brain health web app designed to help users explore and support cognitive longevity, mental resilience, and age-related wellness, with its key feature being AI-assisted guidance and tools for optimizing mental performance, emotional balance, and long-term brain health.
Stress Resetplan
Stress Resetplan is a stress management and resilience web app that helps users identify stress triggers and build personalized reset strategies, with its key feature being AI-assisted guidance and actionable plans to reduce stress and improve well-being.
Radiant Stride Spark
Radiant Stride Spark is a wellness and movement-focused web app designed to help users improve physical activity, mobility, and overall well-being, with its key feature being personalized guidance and tracking to support healthier movement habits and physical performance.
Xres
Streamline your genomics workflows with our comprehensive platform for sample management, sequencing analysis, and data insights.
Inflammaging Whisper
Inflammaging Whisper is a wellness web app focused on “inflammaging” (chronic inflammation as it relates to aging) that helps users explore and understand how low-grade inflammation impacts their long-term health and aging processes, with its key feature being AI-assisted insights and personalized guidance to reduce inflammatory drivers and support healthier aging.
Artful Health Nexus
9MusesLive is an AI-powered behavioral activation platform that transforms music, dance, and visual arts into personalized, measurable health programs.
Dna Story Maker
Dna Story Maker is a web app focused on personal genetic storytelling and interpretation, designed to help users explore and craft narratives about their DNA and biological traits, with its key feature being AI-assisted genetic insight that transforms personal genetic data into an engaging, human-readable story or summary.
Longevity Research
Longevity Research is an AI-powered research synthesis platform for longevity science that helps users transform complex scientific papers and data about aging and longevity into clear, cited summaries and articles, with its key function being automated AI-driven summarization and organization of cutting-edge longevity research for easier understanding and use.
Longevitygenomics
Longevitygenomics is a web app focused on genetic influences in aging and longevity, designed to help users explore how their genomic information relates to long-term health and aging processes, with its key feature being AI-assisted interpretation of longevity-related genetic markers to provide personalized insights and recommendations.
Age Quest Guide
Age Quest Guide is a longevity and wellness web app designed to help users explore personalized strategies, insights, and goals related to aging and health optimization, with its key feature being AI-assisted guidance and recommendations tailored to an individual’s age-related well-being journey.
Healthspan Rewards Hub
Healthspan Rewards Hub is a wellness engagement platform that encourages healthier behaviors, with its key feature being tracking positive health actions and rewarding users for habits that support long-term health and longevity.
Evermama Longevity Flow
Evermama Longevity Flow is a wellness web app tailored to maternal health and longevity, designed to help users navigate long-term well-being and lifestyle goals during motherhood, with its key feature being AI-assisted guidance and personalized tracking to support health, resilience, and longevity for moms.
Fluid Light Painter
Fluid Light Painter is a creative web app that generates fluid, light-based artwork or visual effects, with its key feature being AI-assisted or interactive generation of dynamic, painterly visuals based on user input or movement.
Gyno Scope
Gyno Scope is a web app focused on women’s reproductive and gynecological health, designed to help users assess, track, or understand gyno-related wellness factors, with its key feature being personalized insights and guidance for gynecological health and hormonal balance.
Telomere Disease Center Mrashkin
Telomere Disease Center Mrashkin is a web app prototype hosted on Replit that appears to focus on telomere-related health and disease insights, designed to help users explore telomere biology, its connection to aging or age-related conditions, and possibly receive related health analysis or information, with its key function being interactive interpretation of telomere science or telomere length data within the context of disease and longevity.
Vitalife Insights
Vitalife Insights is a health and longevity insights web app designed to help users gain personalized information and guidance about their overall well-being, with its key feature being AI-assisted analysis and recommendations that support healthier lifestyle choices and long-term wellness goals.
Preview Tea Health Harmony
Preview Tea Health Harmony is a wellness and lifestyle web app prototype focused on tea-related health, harmony, and overall well-being, designed to help users explore the benefits of tea and how it fits into a balanced, healthy lifestyle, with its key feature being personalized insights and guidance linking tea choices to improved health and daily harmony.
Strength For Life 1t39
Strength For Life 1t39 is a fitness and wellness web app designed to help users improve overall strength and physical health, with its key feature being guided workout plans, personalized strength-building routines, and movement tracking to support a healthier, stronger life.
Axis Therapeutica
Axis Therapeutica is a health and therapeutics-oriented web app designed to help users explore actionable medical or wellness strategies rooted in clinical and therapeutic frameworks, with its key feature being AI-assisted guidance and interpretation of health data to support personalized therapeutic decision-making or treatment insights.
Aipubresearch
Aipubresearch is a specific research result page within an AI-powered public research portal, designed to help users view summaries, insights, or structured outputs from a particular scientific paper or dataset, with its key function being AI-assisted interpretation and presentation of research findings in an accessible, organized format.
Teloset
this platform utilizes a Chronobiological Framework, acknowledging that the metabolic impact of a meal is determined not just by its composition, but by its timing relative to an individual’s circadian rhythm. By establishing a user’s Natural Wake Target (Chronotype) in the calibration phase, the system calculates Social Jetlag in real-time. This allows the application to quantify the physiological stress caused by the misalignment between a user's biological clock and their actual lifestyle, transforming raw data into actionable recovery scores.
Dragonflyscanresearch
Dragonflyscanresearch is a web app focused on health and biomedical research, designed to help users explore, track, or analyze research findings and scientific insights related to longevity, wellness, or biological data, with its key feature being AI-assisted access to structured research summaries and interpretation tools for deeper understanding of scientific studies.
Foxo Pathway Planner
Foxo Pathway Planner is a health and longevity web app designed to help users explore and optimize biological aging pathways (specifically FOXO-related mechanisms), with its key feature being AI-assisted guidance for planning lifestyle or molecular interventions that support FOXO signaling and long-term health outcomes.
Regulatory Insight
Regulatory Insight is a web app focused on regulatory analysis and compliance insights, designed to help users interpret and understand regulatory frameworks or guidance (likely in healthcare, biotech, or related fields), with its key feature being AI-assisted interpretation of complex regulations and personalized insight to support decision-making in regulatory contexts.
Fuel Pedal Power
Fuel Pedal Power is a web app focused on physical performance and fitness empowerment, designed to help users track, enhance, and optimize strength, stamina, and movement goals, with its key feature being personalized guidance and performance metrics that support healthier, stronger physical outcomes.
Longevity Pillar Guide
Longevity Pillar Guide is a longevity and wellness web app designed to help users explore foundational health “pillars” that influence aging and overall well-being, with its key feature being **AI-assisted guidance and actionable insights across core longevity domains (e.g., nutrition, exercise, sleep, stress, recovery) to support healthier aging and lifestyle habits.
Precision Longevity Mca Roshanb20
The proposed solution is the Precision Longevity Clinical Assistant, an AI-enabled dashboard that aggregates molecular, cellular, systemic, functional and environmental biomarkers with wearable streams, normalises them into defined ageing domains, and surfaces interpretable risk scores and intervention priorities. Its core analytic layer is a structurally validated physics engine, benchmarked on NHANES 2017–2018 (>7,000 participants), which infers structural resilience (k), metabolic friction (μ) and structural decay (λ) plus a Structural Risk Index (SRI) from routine lab panels, achieving 4.62σ separation and ~98% accuracy in distinguishing structurally healthy from metabolically dysfunctional cohorts
Drmartindufour
No description provided.
Gut Brain Navigator
Gut Brain Navigator is a web app focused on the connection between gut health and brain well-being, designed to help users explore how their digestive microbiome affects mood, cognition, and overall mental balance, with its key feature being AI-assisted insights and personalized guidance linking gut wellness to brain health outcomes.
Bond Wear Prototype Meenubharani
Bond Wear Prototype Meenubharani is a prototype web app hosted on Replit that appears to showcase an early Bond Wear concept or interface, likely focused on wearable tech, health tracking, or connected device interaction, with its key purpose being to demonstrate core prototype functionality or user flows rather than serve as a finished product.
BeHealthy LongEdu
BeHealthy LongEdu is an AI-powered longevity education platform that turns complex preventive health and aging science into accessible, actionable learning for everyone. It addresses a growing gap: powerful longevity tools increasingly serve people with wearables, advanced diagnostics, and specialist access, while billions lack basic health literacy and guidance
Vitalradar
No description provided.
Preview Qiuzi Wang Stanford Ai Longevity
No description provided.
