{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_ttcare","slug":"ttcare","name":"TTcare","type":"product","url":"https://www.ttcareforpet.com","page_url":"https://unfragile.ai/ttcare","categories":["data-analysis"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_ttcare__cap_0","uri":"capability://image.visual.pet.health.image.classification.and.screening","name":"pet-health-image-classification-and-screening","description":"Analyzes uploaded pet photographs using convolutional neural networks to detect visible health indicators (skin conditions, eye discharge, coat quality, body condition scoring) and generates preliminary health assessments. The system processes image metadata alongside visual features to contextualize findings within breed and age parameters, producing confidence-scored health concern flags that are ranked by severity for user presentation.","intents":["I want to quickly check if my pet's visible symptoms warrant an immediate vet visit or can wait","I need a preliminary assessment of my pet's coat, skin, or eye health from a photo before scheduling a veterinary appointment","I want to track visible health changes in my pet over time using photo comparisons","I need to screen for common pet health issues (ear infections, skin conditions, weight concerns) without leaving home"],"best_for":["Pet owners in rural or underserved areas with limited vet access seeking preliminary screening","Cost-conscious pet owners wanting to avoid unnecessary vet visits for minor concerns","Pet owners seeking 24/7 preliminary health monitoring between scheduled veterinary appointments"],"limitations":["Accuracy heavily dependent on photo quality, lighting, angle, and pet cooperation — poor-quality images produce unreliable assessments","Cannot detect internal conditions, infections requiring blood work, or structural issues requiring physical palpation","No access to pet's medical history, vaccination status, or prior diagnostic results limits contextual accuracy","Model training data and validation metrics against actual veterinary diagnoses are not publicly disclosed, raising reliability concerns","Cannot replace professional veterinary examination for acute symptoms or serious health conditions"],"requires":["Mobile device or web browser with camera capability","Clear, well-lit photograph of the affected pet area","Internet connectivity for image transmission and processing","User account (freemium tier available without payment)"],"input_types":["image/jpeg","image/png","image metadata (timestamp, device type)"],"output_types":["structured health assessment JSON with confidence scores","severity-ranked list of detected health concerns","natural language summary of findings","recommendation flags (monitor, schedule vet visit, seek emergency care)"],"categories":["image-visual","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ttcare__cap_1","uri":"capability://image.visual.multi.image.health.trend.tracking.and.comparison","name":"multi-image-health-trend-tracking-and-comparison","description":"Maintains a time-series database of pet health assessments from uploaded images, enabling longitudinal comparison of visible health indicators across weeks or months. The system detects changes in detected conditions (e.g., skin lesion progression, coat deterioration, eye discharge intensity) by comparing current image embeddings against historical baselines, surfacing trends that may warrant veterinary attention.","intents":["I want to track whether my pet's skin condition is improving or worsening over time","I need to show my vet a visual timeline of symptom progression to support diagnosis","I want to monitor my pet's weight and body condition changes between vet visits","I need alerts when visible health metrics show concerning trends"],"best_for":["Pet owners managing chronic conditions (allergies, dermatitis) requiring ongoing monitoring","Owners of aging pets tracking gradual health changes","Pet owners preparing documentation for veterinary consultations"],"limitations":["Trend detection requires consistent photo quality and angle across time — variable lighting or framing produces false positives","Cannot detect conditions that don't have visible manifestations (urinary infections, organ dysfunction, metabolic disorders)","Baseline establishment requires minimum 3-5 historical images before meaningful trend analysis","Seasonal variations in coat condition and environmental factors not automatically filtered from trend analysis"],"requires":["User account with historical image storage enabled","Minimum 2 prior health assessments for comparison","Consistent pet photography practices (similar lighting, angle, distance)"],"input_types":["image/jpeg","image/png","image metadata with timestamps"],"output_types":["trend visualization (graphs of health metric changes over time)","comparative image overlays highlighting changes","change alerts with severity indicators","historical assessment timeline"],"categories":["image-visual","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ttcare__cap_2","uri":"capability://data.processing.analysis.breed.and.age.contextualized.health.assessment","name":"breed-and-age-contextualized-health-assessment","description":"Incorporates pet breed, age, and demographic metadata into health assessment logic to adjust baseline expectations and risk factors. The system applies breed-specific health predispositions (e.g., hip dysplasia in large breeds, brachycephalic breathing issues) and age-appropriate concern prioritization (e.g., dental disease in senior pets) to generate personalized health flags rather than generic assessments.","intents":["I want health assessments tailored to my breed's known genetic health risks","I need age-appropriate health monitoring for my senior pet","I want to understand which health concerns are normal for my pet's breed versus warning signs"],"best_for":["Owners of breed-predisposed pets (bulldogs, German Shepherds, Persians) seeking targeted health monitoring","Senior pet owners tracking age-related health changes","Owners of mixed-breed pets wanting to understand health risks based on visible breed composition"],"limitations":["Breed identification from photos is imperfect, especially for mixed breeds — misidentification produces incorrect risk contextualization","Requires accurate pet age input; missing or incorrect age data degrades age-appropriate assessment logic","Breed-specific health data may reflect historical breeding practices rather than individual pet genetics","Cannot account for individual variation within breeds or protective factors from responsible breeding"],"requires":["User-provided pet breed information (or breed detection from photo)","Accurate pet age or date of birth","Breed health database with predisposition mappings"],"input_types":["pet metadata (breed, age, weight)","image/jpeg or image/png"],"output_types":["breed-specific health risk assessment","age-adjusted concern prioritization","breed-relevant health recommendations","genetic predisposition flags"],"categories":["data-processing-analysis","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ttcare__cap_3","uri":"capability://planning.reasoning.severity.stratified.veterinary.referral.recommendations","name":"severity-stratified-veterinary-referral-recommendations","description":"Classifies detected health concerns into severity tiers (monitor at home, schedule routine vet visit, seek urgent care, emergency) based on condition type, confidence score, and pet context. The system generates actionable recommendations with urgency messaging, enabling pet owners to make informed decisions about veterinary care timing without clinical training.","intents":["I need to know if this health concern requires immediate emergency vet care or can wait","I want clear guidance on whether to schedule a routine appointment or monitor at home","I need to communicate urgency to my vet when I call to schedule an appointment"],"best_for":["Pet owners uncertain about symptom severity and vet visit timing","First-time pet owners lacking experience with health decision-making","Pet owners in areas with limited vet availability needing to prioritize care urgency"],"limitations":["Severity classification is probabilistic and cannot account for unmeasurable factors (pet pain level, systemic illness, comorbidities)","False negatives (underestimating severity) create liability risk if serious conditions are classified as monitor-only","Recommendations cannot replace veterinary triage; system may miss emergency conditions not visually apparent","User may delay professional care based on reassuring recommendations, worsening outcomes for serious conditions","No integration with actual vet availability or emergency clinic locations to contextualize urgency"],"requires":["Trained severity classification model with veterinary validation","Confidence thresholds calibrated for false negative minimization","Disclaimer and liability language in user interface"],"input_types":["detected health conditions with confidence scores","pet metadata (age, breed, health history)"],"output_types":["severity tier classification (monitor/routine/urgent/emergency)","natural language recommendation text","urgency indicator with visual prominence","suggested next steps (home care, vet appointment, emergency clinic)"],"categories":["planning-reasoning","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ttcare__cap_4","uri":"capability://automation.workflow.freemium.tiered.feature.access.and.upsell.funnel","name":"freemium-tiered-feature-access-and-upsell-funnel","description":"Implements a freemium pricing model with limited free assessments (e.g., 2-3 per month) and premium subscription unlocking unlimited assessments, trend tracking, and advanced features. The system tracks usage metrics, presents upgrade prompts at feature boundaries, and manages subscription state to control feature access.","intents":["I want to try the service with minimal commitment before paying","I need unlimited health assessments for my multiple pets","I want access to historical trend tracking without paying upfront"],"best_for":["Cost-conscious pet owners wanting to evaluate service before commitment","Multi-pet households requiring frequent assessments","Pet owners with chronic health conditions needing ongoing monitoring"],"limitations":["Free tier limitations (assessment count, feature access) may frustrate users and create friction","Conversion funnel design can feel manipulative if upgrade prompts are aggressive","Free tier users may not generate sufficient data for trend analysis, limiting perceived value","Churn risk if premium pricing is perceived as high relative to perceived accuracy"],"requires":["User account system with subscription state management","Payment processing integration (Stripe, Apple Pay, Google Pay)","Feature flag system to control access by subscription tier","Usage tracking and quota enforcement"],"input_types":["user subscription state","usage metrics (assessments performed, features accessed)"],"output_types":["feature access control (enabled/disabled per tier)","upgrade prompts and pricing information","subscription management interface"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ttcare__cap_5","uri":"capability://memory.knowledge.pet.health.data.persistence.and.user.account.management","name":"pet-health-data-persistence-and-user-account-management","description":"Maintains user accounts with encrypted storage of pet profiles, assessment history, and uploaded images. The system implements authentication (email/password or social login), data encryption at rest, and access controls to ensure privacy of sensitive pet health information.","intents":["I want my pet health data securely stored and accessible across devices","I need to manage multiple pets and their separate health histories","I want to export my pet's health records for sharing with my veterinarian"],"best_for":["Pet owners with multiple pets requiring separate health tracking","Users wanting to access pet health data across mobile and web devices","Pet owners needing to share health records with veterinarians"],"limitations":["Data retention policies and deletion procedures not clearly documented, creating privacy concerns","No explicit mention of GDPR/CCPA compliance or data export capabilities","Image storage creates significant infrastructure costs and privacy risks if breached","No end-to-end encryption mentioned; data may be accessible to TTcare staff","Account recovery procedures not specified; lost credentials may result in permanent data loss"],"requires":["User account with email verification","Secure password or social authentication provider","HTTPS/TLS for data transmission","Database with encrypted storage"],"input_types":["user credentials (email, password)","pet metadata (name, breed, age, weight)","uploaded images"],"output_types":["user account dashboard","pet profile management interface","assessment history and image gallery","data export (CSV, PDF)"],"categories":["memory-knowledge","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ttcare__cap_6","uri":"capability://text.generation.language.natural.language.health.assessment.summary.generation","name":"natural-language-health-assessment-summary-generation","description":"Converts structured health assessment data (detected conditions, confidence scores, severity flags) into human-readable natural language summaries explaining findings in accessible language. The system generates personalized explanations that contextualize findings for the specific pet and provide actionable next steps.","intents":["I want to understand what the health assessment means in plain language","I need a summary I can share with my veterinarian","I want to know what symptoms to watch for based on detected concerns"],"best_for":["Pet owners without medical or veterinary background","Users wanting to communicate findings to their veterinarian","Non-English speakers (if localization is supported)"],"limitations":["Natural language generation may oversimplify complex health conditions, creating false confidence","Explanations cannot replace veterinary consultation; users may misinterpret findings","Localization to non-English languages not confirmed; may limit accessibility","Generated text may contain medical inaccuracies if training data is insufficient"],"requires":["Language model for natural language generation (likely GPT-3.5 or similar)","Veterinary terminology database for accurate explanations","Prompt engineering to ensure accessible language"],"input_types":["structured assessment data (conditions, scores, flags)","pet metadata (breed, age)"],"output_types":["natural language summary text","symptom monitoring guidance","next steps recommendations"],"categories":["text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":37,"verified":false,"data_access_risk":"high","permissions":["Mobile device or web browser with camera capability","Clear, well-lit photograph of the affected pet area","Internet connectivity for image transmission and processing","User account (freemium tier available without payment)","User account with historical image storage enabled","Minimum 2 prior health assessments for comparison","Consistent pet photography practices (similar lighting, angle, distance)","User-provided pet breed information (or breed detection from photo)","Accurate pet age or date of birth","Breed health database with predisposition mappings"],"failure_modes":["Accuracy heavily dependent on photo quality, lighting, angle, and pet cooperation — poor-quality images produce unreliable assessments","Cannot detect internal conditions, infections requiring blood work, or structural issues requiring physical palpation","No access to pet's medical history, vaccination status, or prior diagnostic results limits contextual accuracy","Model training data and validation metrics against actual veterinary diagnoses are not publicly disclosed, raising reliability concerns","Cannot replace professional veterinary examination for acute symptoms or serious health conditions","Trend detection requires consistent photo quality and angle across time — variable lighting or framing produces false positives","Cannot detect conditions that don't have visible manifestations (urinary infections, organ dysfunction, metabolic disorders)","Baseline establishment requires minimum 3-5 historical images before meaningful trend analysis","Seasonal variations in coat condition and environmental factors not automatically filtered from trend analysis","Breed identification from photos is imperfect, especially for mixed breeds — misidentification produces incorrect risk contextualization","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.2833333333333333,"quality":0.63,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:33.649Z","last_scraped_at":"2026-04-05T13:23:42.562Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=ttcare","compare_url":"https://unfragile.ai/compare?artifact=ttcare"}},"signature":"kAKQHyVethHRnbtJgG3ZIXami4sABNFfkAEfMN1hgTn6aqVzeysOxscY3oeUqOY+sk5ojbssIuyZdJCmzgoJAw==","signedAt":"2026-06-23T00:30:23.087Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/ttcare","artifact":"https://unfragile.ai/ttcare","verify":"https://unfragile.ai/api/v1/verify?slug=ttcare","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}