{"rewrite":{"id":"r_40daa260f4d7e427c66583e1","clusterId":"c_34f7b08ceeaba55944d5f899","slug":"and-dot-sales-rep-leads-mamoruka-disaster-app-for-jc-kinki","model":"deepseek-v4-1-flash","headline":"And Dot Sales Rep Leads Mamoruka Disaster App For JC Kinki","summary":"And Dot Inc. developed the disaster prevention card-battle app Mamoruka with the Kinki Regional Council of Junior Chamber International Japan. A sales representative at the Shibuya-based company handled the concept and requirements and built the app using And Dot's in-house AI harness platform. Mamoruka has been released as part of the council's disaster prevention awareness activities. It quizzes children on disaster topics and turns each family's evacuation sites and contact methods into a shareable FCP sheet, saved as an image or PDF.","whyItMatters":"The case is a working example of a non-engineer building and shipping a public-interest app on an in-house AI harness, which is the kind of short-cycle proof point corporate AI reform pitches rarely get to show publicly.","webCardHtml":"\u003cp\u003eThe app grew out of a sales rep\u0026#39;s idea rather than a product roadmap: And Dot says the representative organized the concept and requirements and then led development on the company\u0026#39;s own AI harness, which compressed the path from planning to release. The finished build landed with the JC Kinki Regional Council as one of its disaster prevention awareness measures.\u003c/p\u003e\u003cp\u003eInside Mamoruka, card battles themed on disasters carry the quiz content. Prompts during play ask families to talk through where they would evacuate and how members would reach each other. Their answers become an FCP sheet, the family\u0026#39;s plan, exportable as an image or PDF so it can be kept or shared.\u003c/p\u003e","blueskyPost":"Mamoruka is a sales rep's own build: the And Dot staffer wrote the concept, set the requirements, and shipped the app on And Dot's in-house AI harness. The tool handles the client-side build, not the disaster planning.","twitterPost":"Mamoruka's builder is an And Dot sales rep, not an engineer. He wrote the requirements and built the JC app on the company's AI harness.","threadsPost":"Mamoruka's actual builder is an And Dot sales rep. He wrote the concept and requirements himself, then built the JC Kinki disaster app on And Dot's in-house AI harness. The app ships as part of the council's awareness work, so the credit sits closer to the sales desk than the engineering team.","newsletterBlurb":"And Dot built the disaster prevention app Mamoruka with the Kinki Regional Council of Junior Chamber International Japan. A sales representative ran concept and requirements and developed it on the company's in-house AI harness. The app pairs a disaster quiz with family evacuation planning, output as a shareable FCP sheet.","attributionJson":"[{\"source\":\"ASCII.jp\",\"url\":\"https://ascii.jp/elem/000/004/447/4447619/?rss\",\"title\":\"And Dot sales representative uses company's AI harness to develop \\\"Mamoruka\\\" disaster prevention app for Junior Chamber International Japan (JC)\"}]","lintFlagsJson":null,"lintHits":0,"costUsd":0,"inputTokens":5422,"outputTokens":732,"status":"published","repairAttempts":0,"nextRepairAt":null,"factsAttemptedAt":1793582849,"createdAt":"2026-11-02T01:22:26.000Z","publishedAt":"2026-11-02T01:26:26.000Z","updatedAt":"2026-11-02T01:26:26.000Z"},"cluster":{"id":"c_34f7b08ceeaba55944d5f899","canonicalTitle":"アンドドットの営業担当者が自社AIハーネスを活用し、日本青年会議所（JC）の防災アプリ「マモルカ」を開発","representativeArticleId":"a_e076c724965fb2982b306e05","sourceCount":1,"writtenSourceCount":1,"writeAttempts":0,"isSolo":true,"entitiesJson":"{\"anime_titles\":[],\"manga_titles\":[],\"work_titles\":[\"Mamoruka\"],\"studios\":[\"anddot\"],\"people\":[],\"type\":\"news\",\"domain\":\"other\",\"is_roundup\":false}","contentType":"news","status":"published","firstSeenAt":"2026-11-01T22:00:00.000Z","lastSeenAt":"2026-11-01T22:00:00.000Z","updatedAt":"2026-11-02T01:26:26.000Z"},"attribution":[{"source":"ASCII.jp","url":"https://ascii.jp/elem/000/004/447/4447619/?rss","title":"アンドドットの営業担当者が自社AIハーネスを活用し、日本青年会議所（JC）の防災アプリ「マモルカ」を開発"}],"entities":{"anime_titles":[],"manga_titles":[],"work_titles":["Mamoruka"],"studios":["anddot"],"people":[],"type":"news","domain":"other","is_roundup":false},"keyFacts":["And Dot Inc. and the JC Kinki Regional Council developed the disaster prevention app Mamoruka.","An And Dot sales representative handled concept and requirements and led development on the company's in-house AI harness.","Mamoruka quizzes children on disaster topics through card battles and prompts families to discuss evacuation sites and contact methods.","The family's answers become an FCP sheet that can be output as an image or PDF.","Mamoruka has been released as part of the JC Kinki Regional Council's disaster prevention awareness activities."],"pageLinks":{"healthSlugs":["mamoruka","anddot"],"storySlugs":[],"entities":[{"slug":"mamoruka","supported":0,"disputed":0,"contradicted":0,"unverified":2,"overall":"unverified","story_count":1,"has_dossier":false},{"slug":"anddot","supported":0,"disputed":0,"contradicted":0,"unverified":1,"overall":"unverified","story_count":1,"has_dossier":false}],"stories":[],"entitiesOk":true,"storiesOk":true}}