{ "schema_version": "1.0.0", "database_name": "FactLayer Open Intelligence Database", "description": "Machine-readable fact database of business failures, store closures, and high-risk career/investment trials in Japan.", "license": "CC BY-ND 4.0 - Citation allowed with attribution", "attribution_required": "According to FactLayer (https://fact-layer.com)", "updated_at": "2026-09-26", "total_records": 101, "records": [ { "id": "001", "slug": "30s-married-techcamp-time-shortage", "category": "programming-school", "service_name": "TECH CAMP", "service_slug": "tech-camp", "initial_cost_range": 828000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-married-techcamp-time-shortage?v=2026091101" } }, { "id": "002", "slug": "20s-single-raisetech-time-shortage", "category": "programming-school", "service_name": "RaiseTech", "service_slug": "raisetech", "initial_cost_range": 448000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/20s-single-raisetech-time-shortage?v=2026091101" } }, { "id": "003", "slug": "30s-married-dmmwebcamp-child-care", "category": "programming-school", "service_name": "DMM WEBCAMP", "service_slug": "dmm-webcamp", "initial_cost_range": 628000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-married-dmmwebcamp-child-care?v=2026091101" } }, { "id": "004", "slug": "20s-single-techcamp-support-reliance", "category": "programming-school", "service_name": "TECH CAMP", "service_slug": "tech-camp", "initial_cost_range": 657800, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/20s-single-techcamp-support-reliance?v=2026091101" } }, { "id": "005", "slug": "30s-single-coachtech-mentor-reliance", "category": "programming-school", "service_name": "COACHTECH", "service_slug": "coachtech", "initial_cost_range": 420000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-single-coachtech-mentor-reliance?v=2026091101" } }, { "id": "006", "slug": "20s-married-dmmwebcamp-refund-guarantee", "category": "programming-school", "service_name": "DMM WEBCAMP", "service_slug": "dmm-webcamp", "initial_cost_range": 628000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence 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"udemy", "initial_cost_range": 240000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-single-udemy-course-hoarding?v=2026091101" } }, { "id": "009", "slug": "20s-single-techcamp-curriculum-quality", "category": "programming-school", "service_name": "TECH CAMP", "service_slug": "tech-camp", "initial_cost_range": 750000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy 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"recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/20s-single-samurai-mentor-trouble?v=2026091101" } }, { "id": "012", "slug": "30s-married-techcamp-guarantee-trap", "category": "programming-school", "service_name": "TECH CAMP", "service_slug": "tech-camp", "initial_cost_range": 828000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-married-techcamp-guarantee-trap?v=2026091101" } }, { "id": "013", "slug": "20s-married-potepan-curriculum-barrier", "category": "programming-school", "service_name": "POTEPAN CAMP", "service_slug": "potepan-camp", "initial_cost_range": 440000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/20s-married-potepan-curriculum-barrier?v=2026091101" } }, { "id": "014", "slug": "30s-single-udemy-no-support", "category": "other", "service_name": "Udemy", "service_slug": "udemy", "initial_cost_range": 18000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-single-udemy-no-support?v=2026091101" } }, { "id": "015", "slug": "20s-single-coachtech-freelance-guarantee", "category": "programming-school", "service_name": "COACHTECH", "service_slug": "coachtech", "initial_cost_range": 450000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/20s-single-coachtech-freelance-guarantee?v=2026091101" } }, { "id": "016", "slug": "30s-married-techcamp-overwork", "category": "programming-school", "service_name": "TECH CAMP", "service_slug": "tech-camp", "initial_cost_range": 828000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-married-techcamp-overwork?v=2026091101" } }, { "id": "017", "slug": "20s-single-dmmwebcamp-ses-forcing", "category": "programming-school", "service_name": "DMM WEBCAMP", "service_slug": "dmm-webcamp", "initial_cost_range": 628000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/20s-single-dmmwebcamp-ses-forcing?v=2026091101" } }, { "id": "018", "slug": "30s-married-samurai-poor-mentor", "category": "programming-school", "service_name": "SAMURAI ENGINEER", "service_slug": "samurai-engineer", "initial_cost_range": 500000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-married-samurai-poor-mentor?v=2026091101" } }, { "id": "019", "slug": "30s-married-udemy-baby-care-collision", "category": "other", "service_name": "Udemy", "service_slug": "udemy", "initial_cost_range": 12000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-married-udemy-baby-care-collision?v=2026091101" } }, { "id": "020", "slug": "20s-single-techcamp-no-problem-solving", "category": "programming-school", "service_name": "TECH CAMP", "service_slug": "tech-camp", "initial_cost_range": 657800, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/20s-single-techcamp-no-problem-solving?v=2026091101" } }, { "id": "021", "slug": "20s-single-dmmwebcamp-success-fit", "category": "programming-school", "service_name": "DMM WEBCAMP", "service_slug": "dmm-webcamp", "initial_cost_range": 628000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/20s-single-dmmwebcamp-success-fit?v=2026091101" } }, { "id": "022", "slug": "30s-married-raisetech-recovery-success", "category": "programming-school", "service_name": "RaiseTech", "service_slug": "raisetech", "initial_cost_range": 448000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-married-raisetech-recovery-success?v=2026091101" } }, { "id": "023", "slug": "20s-single-nativecamp-habit-success", "category": "online-english", "service_name": "NativeCamp", "service_slug": "nativecamp", "initial_cost_range": 7780, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/20s-single-nativecamp-habit-success?v=2026091101" } }, { "id": "024", "slug": "30s-single-progrit-coaching-success", "category": "online-english", "service_name": "PROGRIT", "service_slug": "progrit", "initial_cost_range": 598000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-single-progrit-coaching-success?v=2026091101" } }, { "id": "025", "slug": "30s-single-udemy-react-success", "category": "other", "service_name": "Udemy", "service_slug": "udemy", "initial_cost_range": 12000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-single-udemy-react-success?v=2026091101" } }, { "id": "026", "slug": "20s-single-techcamp-fullcommit-success", "category": "programming-school", "service_name": "TECH CAMP", "service_slug": "tech-camp", "initial_cost_range": 828000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/20s-single-techcamp-fullcommit-success?v=2026091101" } }, { "id": "027", "slug": "30s-single-raisetech-slack-success", "category": "programming-school", "service_name": "RaiseTech", "service_slug": "raisetech", "initial_cost_range": 448000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-single-raisetech-slack-success?v=2026091101" } }, { "id": "028", "slug": "30s-married-bizmates-preparation-success", "category": "online-english", "service_name": "Bizmates", "service_slug": "bizmates", "initial_cost_range": 13200, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-married-bizmates-preparation-success?v=2026091101" } }, { "id": "029", "slug": "20s-single-dmmwebcamp-team-recovery", "category": "programming-school", "service_name": "DMM WEBCAMP", "service_slug": "dmm-webcamp", "initial_cost_range": 628000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/20s-single-dmmwebcamp-team-recovery?v=2026091101" } }, { "id": "030", "slug": "30s-married-techcamp-wmentoring-recovery", "category": "programming-school", "service_name": "TECH CAMP", "service_slug": "tech-camp", "initial_cost_range": 828000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-married-techcamp-wmentoring-recovery?v=2026091101" } }, { "id": "031", "slug": "30s-married-bizmates-inputfocus-recovery", "category": "online-english", "service_name": "Bizmates", "service_slug": "bizmates", "initial_cost_range": 13200, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-married-bizmates-inputfocus-recovery?v=2026091101" } }, { "id": "032", "slug": "20s-single-coachtech-lancers-recovery", "category": "programming-school", "service_name": "COACHTECH", "service_slug": "coachtech", "initial_cost_range": 420000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/20s-single-coachtech-lancers-recovery?v=2026091101" } }, { "id": "033", "slug": "20s-single-runteq-community-pressure", "category": "programming-school", "service_name": "RUNTEQ", "service_slug": "runteq", "initial_cost_range": 437800, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback 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"time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/40s-married-rarejob-business-mismatch?v=2026091101" } }, { "id": "036", "slug": "20s-single-samurai-swift-mentor-trouble", "category": "programming-school", "service_name": "SAMURAI ENGINEER", "service_slug": "samurai-engineer", "initial_cost_range": 700000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/20s-single-samurai-swift-mentor-trouble?v=2026091101" } }, { "id": "037", "slug": "30s-married-dmmwebcamp-grant-ses-trap", "category": "programming-school", "service_name": "DMM WEBCAMP", "service_slug": "dmm-webcamp", "initial_cost_range": 628000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-married-dmmwebcamp-grant-ses-trap?v=2026091101" } }, { "id": "038", "slug": "20s-single-udemy-docker-windows-error", "category": "other", "service_name": "Udemy", "service_slug": "udemy", "initial_cost_range": 18000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/20s-single-udemy-docker-windows-error?v=2026091101" } }, { "id": "039", "slug": "30s-single-techcamp-mentor-inconsistency", "category": "programming-school", "service_name": "TECH CAMP", "service_slug": "tech-camp", "initial_cost_range": 828000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-single-techcamp-mentor-inconsistency?v=2026091101" } }, { "id": "040", "slug": "30s-single-qqenglish-callan-stress", "category": "online-english", "service_name": "QQEnglish", "service_slug": "qqenglish", "initial_cost_range": 45000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-single-qqenglish-callan-stress?v=2026091101" } }, { "id": "041", "slug": "20s-married-runteq-overwork-burnout", "category": "programming-school", "service_name": "RUNTEQ", "service_slug": "runteq", "initial_cost_range": 437800, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/20s-married-runteq-overwork-burnout?v=2026091101" } }, { "id": "042", "slug": "20s-single-rarejob-accent-mismatch", "category": "online-english", "service_name": "レアジョブ", "service_slug": "rarejob", "initial_cost_range": 7900, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/20s-single-rarejob-accent-mismatch?v=2026091101" } }, { "id": "043", "slug": "30s-married-bizmates-expert-mismatch", "category": "online-english", "service_name": "Bizmates", "service_slug": "bizmates", "initial_cost_range": 13200, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-married-bizmates-expert-mismatch?v=2026091101" } }, { "id": "044", "slug": "30s-single-udemy-legacy-syntax-recovery", "category": "other", "service_name": "Udemy", "service_slug": "udemy", "initial_cost_range": 24000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-single-udemy-legacy-syntax-recovery?v=2026091101" } }, { "id": "045", "slug": "20s-single-nativecamp-unlimited-trap", "category": "online-english", "service_name": "NativeCamp", "service_slug": "nativecamp", "initial_cost_range": 7480, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/20s-single-nativecamp-unlimited-trap?v=2026091101" } }, { "id": "046", "slug": "30s-married-raisetech-modern-infrastructure-trap", "category": "programming-school", "service_name": "RaiseTech", "service_slug": "raisetech", "initial_cost_range": 448000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-married-raisetech-modern-infrastructure-trap?v=2026091101" } }, { "id": "047", "slug": "20s-single-progrit-coaching-addiction", "category": "online-english", "service_name": "PROGRIT", "service_slug": "progrit", "initial_cost_range": 598000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/20s-single-progrit-coaching-addiction?v=2026091101" } }, { "id": "048", "slug": "30s-single-runteq-exam-barrier-recovery", "category": "programming-school", "service_name": "RUNTEQ", "service_slug": "runteq", "initial_cost_range": 437800, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-single-runteq-exam-barrier-recovery?v=2026091101" } }, { "id": "049", "slug": "20s-married-dmmwebcamp-coach-family-mismatch", "category": "programming-school", "service_name": "DMM WEBCAMP", "service_slug": "dmm-webcamp", "initial_cost_range": 628000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/20s-married-dmmwebcamp-coach-family-mismatch?v=2026091101" } }, { "id": "050", "slug": "30s-married-tac-classroom-constraint-recovery", "category": "other", "service_name": "TAC", "service_slug": "tac", "initial_cost_range": 180000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-married-tac-classroom-constraint-recovery?v=2026091101" } }, { "id": "051", "slug": "30s-single-techcamp-job-search-limit", "category": "programming-school", "service_name": "TECH CAMP", "service_slug": "tech-camp", "initial_cost_range": 657800, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-single-techcamp-job-search-limit?v=2026091101" } }, { "id": "052", "slug": "20s-married-bizmates-no-prep", "category": "online-english", "service_name": "Bizmates", "service_slug": "bizmates", "initial_cost_range": 13200, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/20s-married-bizmates-no-prep?v=2026091101" } }, { "id": "053", "slug": "40s-single-raisetech-java-difficulty", "category": "programming-school", "service_name": "RaiseTech", "service_slug": "raisetech", "initial_cost_range": 448000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/40s-single-raisetech-java-difficulty?v=2026091101" } }, { "id": "054", "slug": "30s-married-nativecamp-childcare-distraction", "category": "online-english", "service_name": "NativeCamp", "service_slug": "nativecamp", "initial_cost_range": 7480, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-married-nativecamp-childcare-distraction?v=2026091101" } }, { "id": "055", "slug": "20s-single-runteq-isolation-recovery", "category": "programming-school", "service_name": "RUNTEQ", "service_slug": "runteq", "initial_cost_range": 437800, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/20s-single-runteq-isolation-recovery?v=2026091101" } }, { "id": "056", "slug": "30s-single-progrit-work-trip-collision", "category": "online-english", "service_name": "PROGRIT", "service_slug": "progrit", "initial_cost_range": 598000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-single-progrit-work-trip-collision?v=2026091101" } }, { "id": "057", "slug": "40s-married-tac-accounting-burnout", "category": "other", "service_name": "TAC", "service_slug": "tac", "initial_cost_range": 150000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/40s-married-tac-accounting-burnout?v=2026091101" } }, { "id": "058", "slug": "20s-single-dmmwebcamp-portfolio-deadlock", "category": "programming-school", "service_name": "DMM WEBCAMP", "service_slug": "dmm-webcamp", "initial_cost_range": 628000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/20s-single-dmmwebcamp-portfolio-deadlock?v=2026091101" } }, { "id": "059", "slug": "30s-married-rarejob-kids-first", "category": "online-english", "service_name": "レアジョブ", "service_slug": "rarejob", "initial_cost_range": 150000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-married-rarejob-kids-first?v=2026091101" } }, { "id": "060", "slug": "20s-single-samurai-freelance-low-income", "category": "programming-school", "service_name": "SAMURAI ENGINEER", "service_slug": "samurai-engineer", "initial_cost_range": 698000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/20s-single-samurai-freelance-low-income?v=2026091101" } }, { "id": "061", "slug": "30s-married-coachtech-design-portfolio", "category": "programming-school", "service_name": "COACHTECH", "service_slug": "coachtech", "initial_cost_range": 420000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-married-coachtech-design-portfolio?v=2026091101" } }, { "id": "062", "slug": "40s-single-udemy-ai-course-hoarding", "category": "other", "service_name": "Udemy", "service_slug": "udemy", "initial_cost_range": 32000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/40s-single-udemy-ai-course-hoarding?v=2026091101" } }, { "id": "063", "slug": "20s-married-bizmates-biz-mismatch", "category": "online-english", "service_name": "Bizmates", "service_slug": "bizmates", "initial_cost_range": 13200, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/20s-married-bizmates-biz-mismatch?v=2026091101" } }, { "id": "064", "slug": "30s-single-raisetech-aws-cost", "category": "programming-school", "service_name": "RaiseTech", "service_slug": "raisetech", "initial_cost_range": 448000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-single-raisetech-aws-cost?v=2026091101" } }, { "id": "065", "slug": "40s-married-progrit-manager-pressure", "category": "online-english", "service_name": "PROGRIT", "service_slug": "progrit", "initial_cost_range": 598000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/40s-married-progrit-manager-pressure?v=2026091101" } }, { "id": "066", "slug": "20s-single-runteq-git-conflict", "category": "programming-school", "service_name": "RUNTEQ", "service_slug": "runteq", "initial_cost_range": 437800, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/20s-single-runteq-git-conflict?v=2026091101" } }, { "id": "067", "slug": "30s-married-tac-broker-license", "category": "other", "service_name": "TAC", "service_slug": "tac", "initial_cost_range": 150000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-married-tac-broker-license?v=2026091101" } }, { "id": "068", "slug": "20s-single-techcamp-refund-denial", "category": "programming-school", "service_name": "TECH CAMP", "service_slug": "tech-camp", "initial_cost_range": 828000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/20s-single-techcamp-refund-denial?v=2026091101" } }, { "id": "069", "slug": "30s-single-qqenglish-accent-barrier", "category": "online-english", "service_name": "QQEnglish", "service_slug": "qqenglish", "initial_cost_range": 10800, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-single-qqenglish-accent-barrier?v=2026091101" } }, { "id": "070", "slug": "40s-married-dmmwebcamp-age-barrier", "category": "programming-school", "service_name": "DMM WEBCAMP", "service_slug": "dmm-webcamp", "initial_cost_range": 628000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/40s-married-dmmwebcamp-age-barrier?v=2026091101" } }, { "id": "071", "slug": "30s-single-coachtech-freelance-reality", "category": "programming-school", "service_name": "COACHTECH", "service_slug": "coachtech", "initial_cost_range": 420000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-single-coachtech-freelance-reality?v=2026091101" } }, { "id": "072", "slug": "20s-married-techcamp-career-gap", "category": "programming-school", "service_name": "TECH CAMP", "service_slug": "tech-camp", "initial_cost_range": 828000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/20s-married-techcamp-career-gap?v=2026091101" } }, { "id": "073", "slug": "30s-married-progrit-consultant-barrier", "category": "online-english", "service_name": "PROGRIT", "service_slug": "progrit", "initial_cost_range": 598000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-married-progrit-consultant-barrier?v=2026091101" } }, { "id": "074", "slug": "40s-single-bizmates-specialized-needs", "category": "online-english", "service_name": "Bizmates", "service_slug": "bizmates", "initial_cost_range": 13200, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/40s-single-bizmates-specialized-needs?v=2026091101" } }, { "id": "075", "slug": "20s-single-runteq-team-development-mismatch", "category": "programming-school", "service_name": "RUNTEQ", "service_slug": "runteq", "initial_cost_range": 437800, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/20s-single-runteq-team-development-mismatch?v=2026091101" } }, { "id": "076", "slug": "30s-married-dmmwebcamp-curriculum-difficulty", "category": "programming-school", "service_name": "DMM WEBCAMP", "service_slug": "dmm-webcamp", "initial_cost_range": 628000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-married-dmmwebcamp-curriculum-difficulty?v=2026091101" } }, { "id": "077", "slug": "20s-single-nativecamp-coin-trap", "category": "online-english", "service_name": "NativeCamp", "service_slug": "nativecamp", "initial_cost_range": 7480, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/20s-single-nativecamp-coin-trap?v=2026091101" } }, { "id": "078", "slug": "30s-single-rarejob-business-english-failure", "category": "online-english", "service_name": "レアジョブ", "service_slug": "rarejob", "initial_cost_range": 150000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-single-rarejob-business-english-failure?v=2026091101" } }, { "id": "079", "slug": "40s-married-udemy-ai-course-deprecation", "category": "other", "service_name": "Udemy", "service_slug": "udemy", "initial_cost_range": 24000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/40s-married-udemy-ai-course-deprecation?v=2026091101" } }, { "id": "080", "slug": "30s-married-tac-self-study-environment", "category": "other", "service_name": "TAC", "service_slug": "tac", "initial_cost_range": 150000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-married-tac-self-study-environment?v=2026091101" } }, { "id": "081", "slug": "30s-married-cafe-opening-location-failure", "category": "restaurant-retail", "service_name": "個人カフェ開業（自家焙煎・軽食）", "service_slug": "cafe-opening", "initial_cost_range": 8500000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-married-cafe-opening-location-failure?v=2026091101" } }, { "id": "082", "slug": "40s-single-craftbeer-bar-staffing-crisis", "category": "restaurant-retail", "service_name": "クラフトビール＆肉バル開業", "service_slug": "craftbeer-bar", "initial_cost_range": 12000000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/40s-single-craftbeer-bar-staffing-crisis?v=2026091101" } }, { "id": "083", "slug": "30s-married-ramen-shop-cost-inflation", "category": "restaurant-retail", "service_name": "濃厚魚介豚骨ラーメン店開業", "service_slug": "ramen-shop", "initial_cost_range": 11000000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-married-ramen-shop-cost-inflation?v=2026091101" } }, { "id": "084", "slug": "30s-single-hair-salon-platform-dependency", "category": "restaurant-retail", "service_name": "プライベート美容室開業（1人サロン）", "service_slug": "hair-salon", "initial_cost_range": 6500000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-single-hair-salon-platform-dependency?v=2026091101" } }, { "id": "085", "slug": "40s-married-kaitori-franchise-contract-trap", "category": "franchise", "service_name": "ブランド品・貴金属買取FC加盟", "service_slug": "kaitori-fc", "initial_cost_range": 7500000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/40s-married-kaitori-franchise-contract-trap?v=2026091101" } }, { "id": "086", "slug": "50s-married-convenience-store-fc-exhaustion", "category": "franchise", "service_name": "大手コンビニエンスストアFC加盟", "service_slug": "convenience-fc", "initial_cost_range": 5000000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/50s-married-convenience-store-fc-exhaustion?v=2026091101" } }, { "id": "087", "slug": "30s-single-gym-fc-competition-saturation", "category": "franchise", "service_name": "24時間無人フィットネスジムFC加盟", "service_slug": "gym-fc", "initial_cost_range": 22000000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-single-gym-fc-competition-saturation?v=2026091101" } }, { "id": "088", "slug": "30s-single-saas-startup-premature-scaling", "category": "startup-venture", "service_name": "BtoB人事労務SaaSスタートアップ創業", "service_slug": "saas-startup", "initial_cost_range": 35000000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-single-saas-startup-premature-scaling?v=2026091101" } }, { "id": "089", "slug": "20s-single-co-founder-equity-deadlock", "category": "startup-venture", "service_name": "AIマッチングサービス共同創業", "service_slug": "tech-venture", "initial_cost_range": 6000000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/20s-single-co-founder-equity-deadlock?v=2026091101" } }, { "id": "090", "slug": "30s-married-d2c-apparel-inventory-cash-shortage", "category": "startup-venture", "service_name": "サステナブルD2Cアパレルブランド創業", "service_slug": "d2c-brand", "initial_cost_range": 15000000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-married-d2c-apparel-inventory-cash-shortage?v=2026091101" } }, { "id": "091", "slug": "30s-married-amazon-reselling-card-debt-trap", "category": "side-business", "service_name": "Amazon国内電脳せどり・ポイント物販", "service_slug": "sedori-reselling", "initial_cost_range": 4500000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-married-amazon-reselling-card-debt-trap?v=2026091101" } }, { "id": "092", "slug": "20s-single-video-editing-low-unit-exhaustion", "category": "side-business", "service_name": "YouTube動画編集・サムネイル制作受託", "service_slug": "video-editing", "initial_cost_range": 380000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/20s-single-video-editing-low-unit-exhaustion?v=2026091101" } }, { "id": "093", "slug": "30s-married-affiliate-seo-core-update-crash", "category": "side-business", "service_name": "SEO特化型アフィリエイトブログ運営", "service_slug": "affiliate-blog", "initial_cost_range": 1500000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-married-affiliate-seo-core-update-crash?v=2026091101" } }, { "id": "094", "slug": "30s-single-web-dev-freelance-unpaid-disaster", "category": "side-business", "service_name": "フリーランスWeb制作・LP受託開発", "service_slug": "web-dev-freelance", "initial_cost_range": 1200000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-single-web-dev-freelance-unpaid-disaster?v=2026091101" } }, { "id": "095", "slug": "40s-married-izakaya-opening-debt-collapse", "category": "restaurant-retail", "service_name": "大衆海鮮居酒屋開業（席数40席）", "service_slug": "izakaya-opening", "initial_cost_range": 16000000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/40s-married-izakaya-opening-debt-collapse?v=2026091101" } }, { "id": "096", "slug": "40s-married-juku-fc-birthrate-competition", "category": "franchise", "service_name": "個別指導学習塾FC加盟", "service_slug": "juku-fc", "initial_cost_range": 9000000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/40s-married-juku-fc-birthrate-competition?v=2026091101" } }, { "id": "097", "slug": "30s-single-dev-contractor-to-saas-cash-freeze", "category": "startup-venture", "service_name": "受託開発企業からの自社SaaSピボット", "service_slug": "dev-saas", "initial_cost_range": 20000000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-single-dev-contractor-to-saas-cash-freeze?v=2026091101" } }, { "id": "098", "slug": "20s-single-sns-marketing-agency-kpi-mismatch", "category": "side-business", "service_name": "Instagram/TikTok運用代行副業", "service_slug": "sns-agency", "initial_cost_range": 500000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/20s-single-sns-marketing-agency-kpi-mismatch?v=2026091101" } }, { "id": "099", "slug": "30s-single-bakery-bread-boom-bust", "category": "restaurant-retail", "service_name": "高級食パン・特化型ベーカリー開業", "service_slug": "bakery-shop", "initial_cost_range": 14000000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-single-bakery-bread-boom-bust?v=2026091101" } }, { "id": "100", "slug": "30s-married-mba-degree-unrealized-premium", "category": "career-reskilling", "service_name": "国内ビジネススクール（夜間MBA学位取得）", "service_slug": "mba-degree", "initial_cost_range": 4200000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/30s-married-mba-degree-unrealized-premium?v=2026091101" } }, { "id": "101", "slug": "40s-married-italian-bar-platform-cost-insolvency", "category": "restaurant-retail", "service_name": "個人イタリアンバル・ワイン居酒屋", "service_slug": "italian-bar", "initial_cost_range": 12000000, "risk_scores": { "time_risk": 3, "cost_risk": 3, "mental_risk": 3, "career_risk": 3, "recovery_risk": 3 }, "post_reselection": null, "source_attribution": { "dataset": "FactLayer Public Intelligence Archive", "verification_standard": "Cross-verified with Wayback Machine, public business logs, and TEIKOKU DATABANK industry bankruptcy reports", "source_url": "https://fact-layer.com/case/40s-married-italian-bar-platform-cost-insolvency?v=2026091101" } } ] }