{ "schemaVersion": "ai123box.use-cases.v1", "updatedAt": "2026-05-24", "api": "https://ai123box.com/api/use-cases", "count": 8, "items": [ { "slug": "invoice-pdf-to-excel", "group": "operations", "page": "https://ai123box.com/use-cases/invoice-pdf-to-excel", "localizedPages": { "en": "https://ai123box.com/use-cases/invoice-pdf-to-excel", "zh-CN": "https://ai123box.com/zh-CN/use-cases/invoice-pdf-to-excel", "ja": "https://ai123box.com/ja/use-cases/invoice-pdf-to-excel", "ko": "https://ai123box.com/ko/use-cases/invoice-pdf-to-excel", "es": "https://ai123box.com/es/use-cases/invoice-pdf-to-excel", "de": "https://ai123box.com/de/use-cases/invoice-pdf-to-excel" }, "search": { "en": "invoice PDF OCR extract table Excel finance automation", "zh-CN": "PDF 发票 OCR 提取 表格 Excel 财务 自动化", "ja": "invoice PDF OCR extract table Excel finance automation", "ko": "invoice PDF OCR extract table Excel finance automation", "es": "invoice PDF OCR extract table Excel finance automation", "de": "invoice PDF OCR extract table Excel finance automation" }, "categories": { "en": [ { "slug": "data-tools", "label": "Data Tools" }, { "slug": "productivity", "label": "Productivity" }, { "slug": "ai-search", "label": "AI Search" } ], "zh-CN": [ { "slug": "data-tools", "label": "数据工具" }, { "slug": "productivity", "label": "办公效率" }, { "slug": "ai-search", "label": "AI 搜索" } ], "ja": [ { "slug": "data-tools", "label": "データツール" }, { "slug": "productivity", "label": "生産性" }, { "slug": "ai-search", "label": "AI 検索" } ], "ko": [ { "slug": "data-tools", "label": "데이터 도구" }, { "slug": "productivity", "label": "생산성" }, { "slug": "ai-search", "label": "AI 검색" } ], "es": [ { "slug": "data-tools", "label": "Herramientas de datos" }, { "slug": "productivity", "label": "Productividad" }, { "slug": "ai-search", "label": "Búsqueda IA" } ], "de": [ { "slug": "data-tools", "label": "Daten-Tools" }, { "slug": "productivity", "label": "Produktivität" }, { "slug": "ai-search", "label": "KI-Suche" } ] }, "copy": { "en": { "title": "Extract invoice PDFs to Excel", "shortTitle": "Invoice PDF to Excel", "audience": "Finance and operations teams", "summary": "Turn messy invoice PDFs into a reviewable spreadsheet with OCR, structured extraction, validation, and export.", "outcome": "A table with vendor, amount, tax, date, invoice number, currency, and review status.", "time": "30-90 min setup", "stack": [ [ "OCR", "Read PDF or scans" ], [ "Extraction", "Map fields into a schema" ], [ "Review", "Check totals and edge cases" ], [ "Export", "Excel, Sheets, or database" ] ], "steps": [ "Separate scanned PDFs from digital PDFs.", "Run OCR and ask AI to output one fixed table schema.", "Validate totals, tax, duplicate invoice numbers, and missing fields.", "Export reviewed rows to Excel, Sheets, or an internal database." ], "checklist": [ "OCR accuracy on scanned files", "Field-level confidence or manual review", "Batch upload limits", "Data retention and privacy policy", "Excel or CSV export quality" ], "mistakes": [ "Do not skip manual review for tax and total amounts.", "Do not mix multiple invoice templates before defining the schema.", "Do not upload sensitive invoices to tools without checking retention rules." ] }, "zh-CN": { "title": "PDF 发票提取到 Excel", "shortTitle": "发票转表格", "audience": "财务、运营和行政团队", "summary": "把格式混乱的发票 PDF 变成可复核表格，包含 OCR、字段抽取、金额校验和导出。", "outcome": "输出供应商、金额、税额、日期、发票号、币种和复核状态。", "time": "30-90 分钟搭建", "stack": [ [ "OCR", "识别 PDF 或扫描件" ], [ "抽取", "按固定字段输出" ], [ "复核", "检查金额和异常" ], [ "导出", "Excel、表格或数据库" ] ], "steps": [ "先区分扫描件和电子 PDF。", "运行 OCR，并让 AI 按固定字段输出表格。", "核对合计、税额、重复发票号和缺失字段。", "把已复核的数据导出到 Excel、飞书表格或内部库。" ], "checklist": [ "扫描件识别准确率", "字段级置信度或人工复核", "批量上传限制", "数据保留和隐私政策", "Excel/CSV 导出质量" ], "mistakes": [ "税额和总金额不要跳过人工复核。", "不要在没定义字段前混处理多种模板。", "没确认隐私条款前不要上传敏感发票。" ] }, "ja": { "title": "Extract invoice PDFs to Excel", "shortTitle": "Invoice PDF to Excel", "audience": "Finance and operations teams", "summary": "Turn messy invoice PDFs into a reviewable spreadsheet with OCR, structured extraction, validation, and export.", "outcome": "A table with vendor, amount, tax, date, invoice number, currency, and review status.", "time": "30-90 min setup", "stack": [ [ "OCR", "Read PDF or scans" ], [ "Extraction", "Map fields into a schema" ], [ "Review", "Check totals and edge cases" ], [ "Export", "Excel, Sheets, or database" ] ], "steps": [ "Separate scanned PDFs from digital PDFs.", "Run OCR and ask AI to output one fixed table schema.", "Validate totals, tax, duplicate invoice numbers, and missing fields.", "Export reviewed rows to Excel, Sheets, or an internal database." ], "checklist": [ "OCR accuracy on scanned files", "Field-level confidence or manual review", "Batch upload limits", "Data retention and privacy policy", "Excel or CSV export quality" ], "mistakes": [ "Do not skip manual review for tax and total amounts.", "Do not mix multiple invoice templates before defining the schema.", "Do not upload sensitive invoices to tools without checking retention rules." ] }, "ko": { "title": "Extract invoice PDFs to Excel", "shortTitle": "Invoice PDF to Excel", "audience": "Finance and operations teams", "summary": "Turn messy invoice PDFs into a reviewable spreadsheet with OCR, structured extraction, validation, and export.", "outcome": "A table with vendor, amount, tax, date, invoice number, currency, and review status.", "time": "30-90 min setup", "stack": [ [ "OCR", "Read PDF or scans" ], [ "Extraction", "Map fields into a schema" ], [ "Review", "Check totals and edge cases" ], [ "Export", "Excel, Sheets, or database" ] ], "steps": [ "Separate scanned PDFs from digital PDFs.", "Run OCR and ask AI to output one fixed table schema.", "Validate totals, tax, duplicate invoice numbers, and missing fields.", "Export reviewed rows to Excel, Sheets, or an internal database." ], "checklist": [ "OCR accuracy on scanned files", "Field-level confidence or manual review", "Batch upload limits", "Data retention and privacy policy", "Excel or CSV export quality" ], "mistakes": [ "Do not skip manual review for tax and total amounts.", "Do not mix multiple invoice templates before defining the schema.", "Do not upload sensitive invoices to tools without checking retention rules." ] }, "es": { "title": "Extract invoice PDFs to Excel", "shortTitle": "Invoice PDF to Excel", "audience": "Finance and operations teams", "summary": "Turn messy invoice PDFs into a reviewable spreadsheet with OCR, structured extraction, validation, and export.", "outcome": "A table with vendor, amount, tax, date, invoice number, currency, and review status.", "time": "30-90 min setup", "stack": [ [ "OCR", "Read PDF or scans" ], [ "Extraction", "Map fields into a schema" ], [ "Review", "Check totals and edge cases" ], [ "Export", "Excel, Sheets, or database" ] ], "steps": [ "Separate scanned PDFs from digital PDFs.", "Run OCR and ask AI to output one fixed table schema.", "Validate totals, tax, duplicate invoice numbers, and missing fields.", "Export reviewed rows to Excel, Sheets, or an internal database." ], "checklist": [ "OCR accuracy on scanned files", "Field-level confidence or manual review", "Batch upload limits", "Data retention and privacy policy", "Excel or CSV export quality" ], "mistakes": [ "Do not skip manual review for tax and total amounts.", "Do not mix multiple invoice templates before defining the schema.", "Do not upload sensitive invoices to tools without checking retention rules." ] }, "de": { "title": "Extract invoice PDFs to Excel", "shortTitle": "Invoice PDF to Excel", "audience": "Finance and operations teams", "summary": "Turn messy invoice PDFs into a reviewable spreadsheet with OCR, structured extraction, validation, and export.", "outcome": "A table with vendor, amount, tax, date, invoice number, currency, and review status.", "time": "30-90 min setup", "stack": [ [ "OCR", "Read PDF or scans" ], [ "Extraction", "Map fields into a schema" ], [ "Review", "Check totals and edge cases" ], [ "Export", "Excel, Sheets, or database" ] ], "steps": [ "Separate scanned PDFs from digital PDFs.", "Run OCR and ask AI to output one fixed table schema.", "Validate totals, tax, duplicate invoice numbers, and missing fields.", "Export reviewed rows to Excel, Sheets, or an internal database." ], "checklist": [ "OCR accuracy on scanned files", "Field-level confidence or manual review", "Batch upload limits", "Data retention and privacy policy", "Excel or CSV export quality" ], "mistakes": [ "Do not skip manual review for tax and total amounts.", "Do not mix multiple invoice templates before defining the schema.", "Do not upload sensitive invoices to tools without checking retention rules." ] } } }, { "slug": "short-video-production", "group": "creator", "page": "https://ai123box.com/use-cases/short-video-production", "localizedPages": { "en": "https://ai123box.com/use-cases/short-video-production", "zh-CN": "https://ai123box.com/zh-CN/use-cases/short-video-production", "ja": "https://ai123box.com/ja/use-cases/short-video-production", "ko": "https://ai123box.com/ko/use-cases/short-video-production", "es": "https://ai123box.com/es/use-cases/short-video-production", "de": "https://ai123box.com/de/use-cases/short-video-production" }, "search": { "en": "short video script storyboard voiceover subtitles editing AI", "zh-CN": "短视频 脚本 分镜 配音 字幕 剪辑 AI", "ja": "short video script storyboard voiceover subtitles editing AI", "ko": "short video script storyboard voiceover subtitles editing AI", "es": "short video script storyboard voiceover subtitles editing AI", "de": "short video script storyboard voiceover subtitles editing AI" }, "categories": { "en": [ { "slug": "video-generation", "label": "Video Generation" }, { "slug": "audio-music", "label": "Audio & Music" }, { "slug": "writing-content", "label": "Writing & Content" } ], "zh-CN": [ { "slug": "video-generation", "label": "视频生成" }, { "slug": "audio-music", "label": "音乐音频" }, { "slug": "writing-content", "label": "写作内容" } ], "ja": [ { "slug": "video-generation", "label": "動画生成" }, { "slug": "audio-music", "label": "音声と音楽" }, { "slug": "writing-content", "label": "ライティング" } ], "ko": [ { "slug": "video-generation", "label": "영상 생성" }, { "slug": "audio-music", "label": "오디오와 음악" }, { "slug": "writing-content", "label": "글쓰기와 콘텐츠" } ], "es": [ { "slug": "video-generation", "label": "Generación de video" }, { "slug": "audio-music", "label": "Audio y música" }, { "slug": "writing-content", "label": "Escritura y contenido" } ], "de": [ { "slug": "video-generation", "label": "Videogenerierung" }, { "slug": "audio-music", "label": "Audio & Musik" }, { "slug": "writing-content", "label": "Schreiben & Content" } ] }, "copy": { "en": { "title": "Produce short videos with AI", "shortTitle": "Short video production", "audience": "Creators, marketers, and ecommerce sellers", "summary": "Build a repeatable workflow for hooks, scripts, storyboards, voiceovers, clips, subtitles, and final edits.", "outcome": "A publishable 30-60 second video plus reusable prompt templates.", "time": "1-3 hours per batch", "stack": [ [ "Idea", "Pick topic and hook" ], [ "Script", "Write 30-60 seconds" ], [ "Assets", "Storyboard, voice, clips" ], [ "Edit", "Subtitles, rhythm, export" ] ], "steps": [ "Pick one audience and one promise for the video.", "Write three hooks, then choose the clearest one.", "Generate storyboard frames, voiceover, and video clips.", "Edit subtitles, pacing, brand elements, and export variants." ], "checklist": [ "Hook clarity in first 3 seconds", "Voice and subtitle sync", "Commercial rights for generated media", "Repeatable brand style", "Export formats for each platform" ], "mistakes": [ "Do not start with video generation before the hook is clear.", "Do not publish AI media without checking rights.", "Do not optimize visual style while ignoring retention." ] }, "zh-CN": { "title": "用 AI 做短视频成片", "shortTitle": "短视频成片", "audience": "创作者、运营、商家和投放团队", "summary": "把选题、钩子、脚本、分镜、配音、素材、字幕和剪辑做成可复用流程。", "outcome": "输出可发布的 30-60 秒视频，以及可复用提示词模板。", "time": "每批 1-3 小时", "stack": [ [ "选题", "定位人群和看点" ], [ "脚本", "写 30-60 秒内容" ], [ "素材", "分镜、配音、视频" ], [ "剪辑", "字幕、节奏和导出" ] ], "steps": [ "先确定目标人群和一个明确承诺。", "写 3 个开头钩子，保留最清楚的那个。", "生成分镜、配音和视频片段。", "统一字幕、节奏、品牌元素，并导出多版本。" ], "checklist": [ "前 3 秒看点是否清楚", "配音和字幕是否同步", "生成素材是否可商用", "品牌风格是否稳定", "是否适配不同平台格式" ], "mistakes": [ "钩子没想清楚前不要先生成视频。", "没确认版权前不要发布 AI 素材。", "不要只优化画风，忽略完播率。" ] }, "ja": { "title": "Produce short videos with AI", "shortTitle": "Short video production", "audience": "Creators, marketers, and ecommerce sellers", "summary": "Build a repeatable workflow for hooks, scripts, storyboards, voiceovers, clips, subtitles, and final edits.", "outcome": "A publishable 30-60 second video plus reusable prompt templates.", "time": "1-3 hours per batch", "stack": [ [ "Idea", "Pick topic and hook" ], [ "Script", "Write 30-60 seconds" ], [ "Assets", "Storyboard, voice, clips" ], [ "Edit", "Subtitles, rhythm, export" ] ], "steps": [ "Pick one audience and one promise for the video.", "Write three hooks, then choose the clearest one.", "Generate storyboard frames, voiceover, and video clips.", "Edit subtitles, pacing, brand elements, and export variants." ], "checklist": [ "Hook clarity in first 3 seconds", "Voice and subtitle sync", "Commercial rights for generated media", "Repeatable brand style", "Export formats for each platform" ], "mistakes": [ "Do not start with video generation before the hook is clear.", "Do not publish AI media without checking rights.", "Do not optimize visual style while ignoring retention." ] }, "ko": { "title": "Produce short videos with AI", "shortTitle": "Short video production", "audience": "Creators, marketers, and ecommerce sellers", "summary": "Build a repeatable workflow for hooks, scripts, storyboards, voiceovers, clips, subtitles, and final edits.", "outcome": "A publishable 30-60 second video plus reusable prompt templates.", "time": "1-3 hours per batch", "stack": [ [ "Idea", "Pick topic and hook" ], [ "Script", "Write 30-60 seconds" ], [ "Assets", "Storyboard, voice, clips" ], [ "Edit", "Subtitles, rhythm, export" ] ], "steps": [ "Pick one audience and one promise for the video.", "Write three hooks, then choose the clearest one.", "Generate storyboard frames, voiceover, and video clips.", "Edit subtitles, pacing, brand elements, and export variants." ], "checklist": [ "Hook clarity in first 3 seconds", "Voice and subtitle sync", "Commercial rights for generated media", "Repeatable brand style", "Export formats for each platform" ], "mistakes": [ "Do not start with video generation before the hook is clear.", "Do not publish AI media without checking rights.", "Do not optimize visual style while ignoring retention." ] }, "es": { "title": "Produce short videos with AI", "shortTitle": "Short video production", "audience": "Creators, marketers, and ecommerce sellers", "summary": "Build a repeatable workflow for hooks, scripts, storyboards, voiceovers, clips, subtitles, and final edits.", "outcome": "A publishable 30-60 second video plus reusable prompt templates.", "time": "1-3 hours per batch", "stack": [ [ "Idea", "Pick topic and hook" ], [ "Script", "Write 30-60 seconds" ], [ "Assets", "Storyboard, voice, clips" ], [ "Edit", "Subtitles, rhythm, export" ] ], "steps": [ "Pick one audience and one promise for the video.", "Write three hooks, then choose the clearest one.", "Generate storyboard frames, voiceover, and video clips.", "Edit subtitles, pacing, brand elements, and export variants." ], "checklist": [ "Hook clarity in first 3 seconds", "Voice and subtitle sync", "Commercial rights for generated media", "Repeatable brand style", "Export formats for each platform" ], "mistakes": [ "Do not start with video generation before the hook is clear.", "Do not publish AI media without checking rights.", "Do not optimize visual style while ignoring retention." ] }, "de": { "title": "Produce short videos with AI", "shortTitle": "Short video production", "audience": "Creators, marketers, and ecommerce sellers", "summary": "Build a repeatable workflow for hooks, scripts, storyboards, voiceovers, clips, subtitles, and final edits.", "outcome": "A publishable 30-60 second video plus reusable prompt templates.", "time": "1-3 hours per batch", "stack": [ [ "Idea", "Pick topic and hook" ], [ "Script", "Write 30-60 seconds" ], [ "Assets", "Storyboard, voice, clips" ], [ "Edit", "Subtitles, rhythm, export" ] ], "steps": [ "Pick one audience and one promise for the video.", "Write three hooks, then choose the clearest one.", "Generate storyboard frames, voiceover, and video clips.", "Edit subtitles, pacing, brand elements, and export variants." ], "checklist": [ "Hook clarity in first 3 seconds", "Voice and subtitle sync", "Commercial rights for generated media", "Repeatable brand style", "Export formats for each platform" ], "mistakes": [ "Do not start with video generation before the hook is clear.", "Do not publish AI media without checking rights.", "Do not optimize visual style while ignoring retention." ] } } }, { "slug": "ai-coding-feature", "group": "developer", "page": "https://ai123box.com/use-cases/ai-coding-feature", "localizedPages": { "en": "https://ai123box.com/use-cases/ai-coding-feature", "zh-CN": "https://ai123box.com/zh-CN/use-cases/ai-coding-feature", "ja": "https://ai123box.com/ja/use-cases/ai-coding-feature", "ko": "https://ai123box.com/ko/use-cases/ai-coding-feature", "es": "https://ai123box.com/es/use-cases/ai-coding-feature", "de": "https://ai123box.com/de/use-cases/ai-coding-feature" }, "search": { "en": "AI coding feature implementation tests review documentation IDE agent", "zh-CN": "AI 写代码 功能开发 测试 代码审查 文档 IDE Agent", "ja": "AI coding feature implementation tests review documentation IDE agent", "ko": "AI coding feature implementation tests review documentation IDE agent", "es": "AI coding feature implementation tests review documentation IDE agent", "de": "AI coding feature implementation tests review documentation IDE agent" }, "categories": { "en": [ { "slug": "coding", "label": "Coding" }, { "slug": "ai-agents", "label": "AI Agents" } ], "zh-CN": [ { "slug": "coding", "label": "编程开发" }, { "slug": "ai-agents", "label": "AI Agent" } ], "ja": [ { "slug": "coding", "label": "コーディング" }, { "slug": "ai-agents", "label": "AI エージェント" } ], "ko": [ { "slug": "coding", "label": "코딩" }, { "slug": "ai-agents", "label": "AI 에이전트" } ], "es": [ { "slug": "coding", "label": "Programación" }, { "slug": "ai-agents", "label": "Agentes IA" } ], "de": [ { "slug": "coding", "label": "Programmierung" }, { "slug": "ai-agents", "label": "KI-Agenten" } ] }, "copy": { "en": { "title": "Ship a feature with an AI coding workflow", "shortTitle": "AI coding workflow", "audience": "Developers and technical founders", "summary": "Use AI to plan a feature, edit scoped files, run tests, review diffs, and write the handoff notes.", "outcome": "A reviewed code change with tests, docs, and rollback notes.", "time": "1-4 hours per feature", "stack": [ [ "Plan", "Requirements and acceptance checks" ], [ "Code", "Scoped implementation" ], [ "Test", "Unit, smoke, and regression checks" ], [ "Review", "Diff, risk, docs, rollback" ] ], "steps": [ "Turn the request into tasks, files, and acceptance criteria.", "Limit the AI editor to the intended modules.", "Run tests and ask for risk-focused review.", "Write release notes, docs, and rollback steps." ], "checklist": [ "Repository context quality", "Test coverage for changed behavior", "Security and data handling review", "Diff size and ownership boundaries", "Human review before merge" ], "mistakes": [ "Do not let AI refactor unrelated files.", "Do not accept code that has not been run.", "Do not confuse a plausible explanation with a verified fix." ] }, "zh-CN": { "title": "用 AI 交付一个代码功能", "shortTitle": "AI 写代码流程", "audience": "开发者、技术负责人和独立开发者", "summary": "用 AI 做需求拆解、限定范围改代码、跑测试、审查 diff，并生成交付说明。", "outcome": "输出带测试、文档和回滚说明的代码改动。", "time": "每个功能 1-4 小时", "stack": [ [ "计划", "需求和验收点" ], [ "编码", "限定范围实现" ], [ "测试", "单测、冒烟、回归" ], [ "审查", "Diff、风险、文档、回滚" ] ], "steps": [ "把需求拆成任务、文件范围和验收标准。", "限制 AI 只改目标模块。", "运行测试，并做风险导向的代码审查。", "补发布说明、文档和回滚步骤。" ], "checklist": [ "仓库上下文是否充分", "变更行为是否有测试", "安全和数据处理是否审查", "Diff 是否过大或越界", "合并前是否人工 review" ], "mistakes": [ "不要让 AI 顺手重构无关文件。", "不要接受没跑过的代码。", "不要把看似合理的解释当成已验证修复。" ] }, "ja": { "title": "Ship a feature with an AI coding workflow", "shortTitle": "AI coding workflow", "audience": "Developers and technical founders", "summary": "Use AI to plan a feature, edit scoped files, run tests, review diffs, and write the handoff notes.", "outcome": "A reviewed code change with tests, docs, and rollback notes.", "time": "1-4 hours per feature", "stack": [ [ "Plan", "Requirements and acceptance checks" ], [ "Code", "Scoped implementation" ], [ "Test", "Unit, smoke, and regression checks" ], [ "Review", "Diff, risk, docs, rollback" ] ], "steps": [ "Turn the request into tasks, files, and acceptance criteria.", "Limit the AI editor to the intended modules.", "Run tests and ask for risk-focused review.", "Write release notes, docs, and rollback steps." ], "checklist": [ "Repository context quality", "Test coverage for changed behavior", "Security and data handling review", "Diff size and ownership boundaries", "Human review before merge" ], "mistakes": [ "Do not let AI refactor unrelated files.", "Do not accept code that has not been run.", "Do not confuse a plausible explanation with a verified fix." ] }, "ko": { "title": "Ship a feature with an AI coding workflow", "shortTitle": "AI coding workflow", "audience": "Developers and technical founders", "summary": "Use AI to plan a feature, edit scoped files, run tests, review diffs, and write the handoff notes.", "outcome": "A reviewed code change with tests, docs, and rollback notes.", "time": "1-4 hours per feature", "stack": [ [ "Plan", "Requirements and acceptance checks" ], [ "Code", "Scoped implementation" ], [ "Test", "Unit, smoke, and regression checks" ], [ "Review", "Diff, risk, docs, rollback" ] ], "steps": [ "Turn the request into tasks, files, and acceptance criteria.", "Limit the AI editor to the intended modules.", "Run tests and ask for risk-focused review.", "Write release notes, docs, and rollback steps." ], "checklist": [ "Repository context quality", "Test coverage for changed behavior", "Security and data handling review", "Diff size and ownership boundaries", "Human review before merge" ], "mistakes": [ "Do not let AI refactor unrelated files.", "Do not accept code that has not been run.", "Do not confuse a plausible explanation with a verified fix." ] }, "es": { "title": "Ship a feature with an AI coding workflow", "shortTitle": "AI coding workflow", "audience": "Developers and technical founders", "summary": "Use AI to plan a feature, edit scoped files, run tests, review diffs, and write the handoff notes.", "outcome": "A reviewed code change with tests, docs, and rollback notes.", "time": "1-4 hours per feature", "stack": [ [ "Plan", "Requirements and acceptance checks" ], [ "Code", "Scoped implementation" ], [ "Test", "Unit, smoke, and regression checks" ], [ "Review", "Diff, risk, docs, rollback" ] ], "steps": [ "Turn the request into tasks, files, and acceptance criteria.", "Limit the AI editor to the intended modules.", "Run tests and ask for risk-focused review.", "Write release notes, docs, and rollback steps." ], "checklist": [ "Repository context quality", "Test coverage for changed behavior", "Security and data handling review", "Diff size and ownership boundaries", "Human review before merge" ], "mistakes": [ "Do not let AI refactor unrelated files.", "Do not accept code that has not been run.", "Do not confuse a plausible explanation with a verified fix." ] }, "de": { "title": "Ship a feature with an AI coding workflow", "shortTitle": "AI coding workflow", "audience": "Developers and technical founders", "summary": "Use AI to plan a feature, edit scoped files, run tests, review diffs, and write the handoff notes.", "outcome": "A reviewed code change with tests, docs, and rollback notes.", "time": "1-4 hours per feature", "stack": [ [ "Plan", "Requirements and acceptance checks" ], [ "Code", "Scoped implementation" ], [ "Test", "Unit, smoke, and regression checks" ], [ "Review", "Diff, risk, docs, rollback" ] ], "steps": [ "Turn the request into tasks, files, and acceptance criteria.", "Limit the AI editor to the intended modules.", "Run tests and ask for risk-focused review.", "Write release notes, docs, and rollback steps." ], "checklist": [ "Repository context quality", "Test coverage for changed behavior", "Security and data handling review", "Diff size and ownership boundaries", "Human review before merge" ], "mistakes": [ "Do not let AI refactor unrelated files.", "Do not accept code that has not been run.", "Do not confuse a plausible explanation with a verified fix." ] } } }, { "slug": "rag-knowledge-base", "group": "developer", "page": "https://ai123box.com/use-cases/rag-knowledge-base", "localizedPages": { "en": "https://ai123box.com/use-cases/rag-knowledge-base", "zh-CN": "https://ai123box.com/zh-CN/use-cases/rag-knowledge-base", "ja": "https://ai123box.com/ja/use-cases/rag-knowledge-base", "ko": "https://ai123box.com/ko/use-cases/rag-knowledge-base", "es": "https://ai123box.com/es/use-cases/rag-knowledge-base", "de": "https://ai123box.com/de/use-cases/rag-knowledge-base" }, "search": { "en": "RAG knowledge base documents retrieval citations chatbot vector database", "zh-CN": "RAG 知识库 文档 检索 引用 问答 向量数据库", "ja": "RAG knowledge base documents retrieval citations chatbot vector database", "ko": "RAG knowledge base documents retrieval citations chatbot vector database", "es": "RAG knowledge base documents retrieval citations chatbot vector database", "de": "RAG knowledge base documents retrieval citations chatbot vector database" }, "categories": { "en": [ { "slug": "ai-infrastructure", "label": "AI Infrastructure" }, { "slug": "ai-agents", "label": "AI Agents" }, { "slug": "data-tools", "label": "Data Tools" } ], "zh-CN": [ { "slug": "ai-infrastructure", "label": "AI 基础设施" }, { "slug": "ai-agents", "label": "AI Agent" }, { "slug": "data-tools", "label": "数据工具" } ], "ja": [ { "slug": "ai-infrastructure", "label": "AI インフラ" }, { "slug": "ai-agents", "label": "AI エージェント" }, { "slug": "data-tools", "label": "データツール" } ], "ko": [ { "slug": "ai-infrastructure", "label": "AI 인프라" }, { "slug": "ai-agents", "label": "AI 에이전트" }, { "slug": "data-tools", "label": "데이터 도구" } ], "es": [ { "slug": "ai-infrastructure", "label": "Infraestructura IA" }, { "slug": "ai-agents", "label": "Agentes IA" }, { "slug": "data-tools", "label": "Herramientas de datos" } ], "de": [ { "slug": "ai-infrastructure", "label": "KI-Infrastruktur" }, { "slug": "ai-agents", "label": "KI-Agenten" }, { "slug": "data-tools", "label": "Daten-Tools" } ] }, "copy": { "en": { "title": "Build a RAG knowledge base assistant", "shortTitle": "RAG knowledge base", "audience": "Product, support, and engineering teams", "summary": "Turn internal documents into a retrieval assistant with citations, fallback rules, and evaluation questions.", "outcome": "A document Q&A assistant that can answer with source references.", "time": "1-3 days for a useful pilot", "stack": [ [ "Content", "Clean source documents" ], [ "Index", "Chunking and embeddings" ], [ "Answer", "Prompt and citation format" ], [ "Evaluate", "Golden questions and failure cases" ] ], "steps": [ "Choose a narrow document set and remove outdated files.", "Define chunking, metadata, permissions, and retrieval settings.", "Require citations and fallback when evidence is missing.", "Test with golden questions, edge cases, and hallucination checks." ], "checklist": [ "Document freshness", "Permission boundaries", "Citation quality", "Fallback behavior", "Evaluation set and logs" ], "mistakes": [ "Do not index everything before cleaning sources.", "Do not answer without citations for policy or support content.", "Do not skip evaluation questions." ] }, "zh-CN": { "title": "搭建 RAG 知识库助手", "shortTitle": "RAG 知识库", "audience": "产品、客服、运营和技术团队", "summary": "把内部文档变成带引用、可拒答、可评估的知识库问答助手。", "outcome": "输出能基于来源回答问题的文档问答助手。", "time": "1-3 天做出可用试点", "stack": [ [ "内容", "清理来源文档" ], [ "索引", "切分和向量化" ], [ "回答", "提示词和引用格式" ], [ "评估", "标准问题和失败样例" ] ], "steps": [ "先选一个小而明确的文档范围，移除过期文件。", "定义切分、元数据、权限和检索参数。", "要求回答带引用，证据不足时拒答。", "用标准问题、边界问题和幻觉检查做评估。" ], "checklist": [ "文档是否新鲜", "权限边界是否清楚", "引用质量是否可靠", "拒答行为是否稳定", "是否有评估集和日志" ], "mistakes": [ "不要没清理来源就全量入库。", "政策/客服内容不要无引用回答。", "不要跳过评估问题。" ] }, "ja": { "title": "Build a RAG knowledge base assistant", "shortTitle": "RAG knowledge base", "audience": "Product, support, and engineering teams", "summary": "Turn internal documents into a retrieval assistant with citations, fallback rules, and evaluation questions.", "outcome": "A document Q&A assistant that can answer with source references.", "time": "1-3 days for a useful pilot", "stack": [ [ "Content", "Clean source documents" ], [ "Index", "Chunking and embeddings" ], [ "Answer", "Prompt and citation format" ], [ "Evaluate", "Golden questions and failure cases" ] ], "steps": [ "Choose a narrow document set and remove outdated files.", "Define chunking, metadata, permissions, and retrieval settings.", "Require citations and fallback when evidence is missing.", "Test with golden questions, edge cases, and hallucination checks." ], "checklist": [ "Document freshness", "Permission boundaries", "Citation quality", "Fallback behavior", "Evaluation set and logs" ], "mistakes": [ "Do not index everything before cleaning sources.", "Do not answer without citations for policy or support content.", "Do not skip evaluation questions." ] }, "ko": { "title": "Build a RAG knowledge base assistant", "shortTitle": "RAG knowledge base", "audience": "Product, support, and engineering teams", "summary": "Turn internal documents into a retrieval assistant with citations, fallback rules, and evaluation questions.", "outcome": "A document Q&A assistant that can answer with source references.", "time": "1-3 days for a useful pilot", "stack": [ [ "Content", "Clean source documents" ], [ "Index", "Chunking and embeddings" ], [ "Answer", "Prompt and citation format" ], [ "Evaluate", "Golden questions and failure cases" ] ], "steps": [ "Choose a narrow document set and remove outdated files.", "Define chunking, metadata, permissions, and retrieval settings.", "Require citations and fallback when evidence is missing.", "Test with golden questions, edge cases, and hallucination checks." ], "checklist": [ "Document freshness", "Permission boundaries", "Citation quality", "Fallback behavior", "Evaluation set and logs" ], "mistakes": [ "Do not index everything before cleaning sources.", "Do not answer without citations for policy or support content.", "Do not skip evaluation questions." ] }, "es": { "title": "Build a RAG knowledge base assistant", "shortTitle": "RAG knowledge base", "audience": "Product, support, and engineering teams", "summary": "Turn internal documents into a retrieval assistant with citations, fallback rules, and evaluation questions.", "outcome": "A document Q&A assistant that can answer with source references.", "time": "1-3 days for a useful pilot", "stack": [ [ "Content", "Clean source documents" ], [ "Index", "Chunking and embeddings" ], [ "Answer", "Prompt and citation format" ], [ "Evaluate", "Golden questions and failure cases" ] ], "steps": [ "Choose a narrow document set and remove outdated files.", "Define chunking, metadata, permissions, and retrieval settings.", "Require citations and fallback when evidence is missing.", "Test with golden questions, edge cases, and hallucination checks." ], "checklist": [ "Document freshness", "Permission boundaries", "Citation quality", "Fallback behavior", "Evaluation set and logs" ], "mistakes": [ "Do not index everything before cleaning sources.", "Do not answer without citations for policy or support content.", "Do not skip evaluation questions." ] }, "de": { "title": "Build a RAG knowledge base assistant", "shortTitle": "RAG knowledge base", "audience": "Product, support, and engineering teams", "summary": "Turn internal documents into a retrieval assistant with citations, fallback rules, and evaluation questions.", "outcome": "A document Q&A assistant that can answer with source references.", "time": "1-3 days for a useful pilot", "stack": [ [ "Content", "Clean source documents" ], [ "Index", "Chunking and embeddings" ], [ "Answer", "Prompt and citation format" ], [ "Evaluate", "Golden questions and failure cases" ] ], "steps": [ "Choose a narrow document set and remove outdated files.", "Define chunking, metadata, permissions, and retrieval settings.", "Require citations and fallback when evidence is missing.", "Test with golden questions, edge cases, and hallucination checks." ], "checklist": [ "Document freshness", "Permission boundaries", "Citation quality", "Fallback behavior", "Evaluation set and logs" ], "mistakes": [ "Do not index everything before cleaning sources.", "Do not answer without citations for policy or support content.", "Do not skip evaluation questions." ] } } }, { "slug": "research-brief", "group": "office", "page": "https://ai123box.com/use-cases/research-brief", "localizedPages": { "en": "https://ai123box.com/use-cases/research-brief", "zh-CN": "https://ai123box.com/zh-CN/use-cases/research-brief", "ja": "https://ai123box.com/ja/use-cases/research-brief", "ko": "https://ai123box.com/ko/use-cases/research-brief", "es": "https://ai123box.com/es/use-cases/research-brief", "de": "https://ai123box.com/de/use-cases/research-brief" }, "search": { "en": "AI research brief sources citations market competitor analysis report", "zh-CN": "AI 研究简报 来源 引用 市场 竞品 分析 报告", "ja": "AI research brief sources citations market competitor analysis report", "ko": "AI research brief sources citations market competitor analysis report", "es": "AI research brief sources citations market competitor analysis report", "de": "AI research brief sources citations market competitor analysis report" }, "categories": { "en": [ { "slug": "ai-search", "label": "AI Search" }, { "slug": "writing-content", "label": "Writing & Content" }, { "slug": "ai-research", "label": "AI Research" } ], "zh-CN": [ { "slug": "ai-search", "label": "AI 搜索" }, { "slug": "writing-content", "label": "写作内容" }, { "slug": "ai-research", "label": "AI 科研" } ], "ja": [ { "slug": "ai-search", "label": "AI 検索" }, { "slug": "writing-content", "label": "ライティング" }, { "slug": "ai-research", "label": "AI 研究" } ], "ko": [ { "slug": "ai-search", "label": "AI 검색" }, { "slug": "writing-content", "label": "글쓰기와 콘텐츠" }, { "slug": "ai-research", "label": "AI 연구" } ], "es": [ { "slug": "ai-search", "label": "Búsqueda IA" }, { "slug": "writing-content", "label": "Escritura y contenido" }, { "slug": "ai-research", "label": "Investigación IA" } ], "de": [ { "slug": "ai-search", "label": "KI-Suche" }, { "slug": "writing-content", "label": "Schreiben & Content" }, { "slug": "ai-research", "label": "KI-Forschung" } ] }, "copy": { "en": { "title": "Create a sourced research brief", "shortTitle": "Research brief", "audience": "Analysts, founders, investors, and operators", "summary": "Collect sources, compare claims, extract evidence, and turn the result into a concise decision brief.", "outcome": "A brief with key findings, source links, confidence notes, and next actions.", "time": "45-120 min", "stack": [ [ "Search", "Collect current sources" ], [ "Extract", "Pull claims and evidence" ], [ "Synthesize", "Compare and structure" ], [ "Brief", "Write decision-ready notes" ] ], "steps": [ "Define the decision question and time window.", "Collect official, media, community, and data sources.", "Separate facts, opinions, and estimates.", "Write findings with source links and confidence levels." ], "checklist": [ "Source freshness", "Primary-source coverage", "Contradictory evidence", "Citation links", "Clear recommendation or next action" ], "mistakes": [ "Do not ask for a generic report before defining the decision.", "Do not cite summaries when the original source is available.", "Do not hide uncertainty." ] }, "zh-CN": { "title": "做一份带来源的研究简报", "shortTitle": "研究简报", "audience": "分析师、创业者、投资人和运营团队", "summary": "收集来源、对比说法、提取证据，并整理成能支持决策的简报。", "outcome": "输出关键发现、来源链接、可信度说明和下一步建议。", "time": "45-120 分钟", "stack": [ [ "检索", "收集最新来源" ], [ "抽取", "提炼事实和证据" ], [ "综合", "对比并结构化" ], [ "简报", "写成决策材料" ] ], "steps": [ "先定义决策问题和时间范围。", "收集官方、媒体、社区和数据来源。", "区分事实、观点和估算。", "带来源链接写出发现和可信度。" ], "checklist": [ "来源是否新鲜", "是否覆盖一手来源", "是否处理相反证据", "引用链接是否完整", "是否给出下一步建议" ], "mistakes": [ "没定义决策前不要先要泛泛报告。", "能引用原始来源时不要只引用摘要。", "不要隐藏不确定性。" ] }, "ja": { "title": "Create a sourced research brief", "shortTitle": "Research brief", "audience": "Analysts, founders, investors, and operators", "summary": "Collect sources, compare claims, extract evidence, and turn the result into a concise decision brief.", "outcome": "A brief with key findings, source links, confidence notes, and next actions.", "time": "45-120 min", "stack": [ [ "Search", "Collect current sources" ], [ "Extract", "Pull claims and evidence" ], [ "Synthesize", "Compare and structure" ], [ "Brief", "Write decision-ready notes" ] ], "steps": [ "Define the decision question and time window.", "Collect official, media, community, and data sources.", "Separate facts, opinions, and estimates.", "Write findings with source links and confidence levels." ], "checklist": [ "Source freshness", "Primary-source coverage", "Contradictory evidence", "Citation links", "Clear recommendation or next action" ], "mistakes": [ "Do not ask for a generic report before defining the decision.", "Do not cite summaries when the original source is available.", "Do not hide uncertainty." ] }, "ko": { "title": "Create a sourced research brief", "shortTitle": "Research brief", "audience": "Analysts, founders, investors, and operators", "summary": "Collect sources, compare claims, extract evidence, and turn the result into a concise decision brief.", "outcome": "A brief with key findings, source links, confidence notes, and next actions.", "time": "45-120 min", "stack": [ [ "Search", "Collect current sources" ], [ "Extract", "Pull claims and evidence" ], [ "Synthesize", "Compare and structure" ], [ "Brief", "Write decision-ready notes" ] ], "steps": [ "Define the decision question and time window.", "Collect official, media, community, and data sources.", "Separate facts, opinions, and estimates.", "Write findings with source links and confidence levels." ], "checklist": [ "Source freshness", "Primary-source coverage", "Contradictory evidence", "Citation links", "Clear recommendation or next action" ], "mistakes": [ "Do not ask for a generic report before defining the decision.", "Do not cite summaries when the original source is available.", "Do not hide uncertainty." ] }, "es": { "title": "Create a sourced research brief", "shortTitle": "Research brief", "audience": "Analysts, founders, investors, and operators", "summary": "Collect sources, compare claims, extract evidence, and turn the result into a concise decision brief.", "outcome": "A brief with key findings, source links, confidence notes, and next actions.", "time": "45-120 min", "stack": [ [ "Search", "Collect current sources" ], [ "Extract", "Pull claims and evidence" ], [ "Synthesize", "Compare and structure" ], [ "Brief", "Write decision-ready notes" ] ], "steps": [ "Define the decision question and time window.", "Collect official, media, community, and data sources.", "Separate facts, opinions, and estimates.", "Write findings with source links and confidence levels." ], "checklist": [ "Source freshness", "Primary-source coverage", "Contradictory evidence", "Citation links", "Clear recommendation or next action" ], "mistakes": [ "Do not ask for a generic report before defining the decision.", "Do not cite summaries when the original source is available.", "Do not hide uncertainty." ] }, "de": { "title": "Create a sourced research brief", "shortTitle": "Research brief", "audience": "Analysts, founders, investors, and operators", "summary": "Collect sources, compare claims, extract evidence, and turn the result into a concise decision brief.", "outcome": "A brief with key findings, source links, confidence notes, and next actions.", "time": "45-120 min", "stack": [ [ "Search", "Collect current sources" ], [ "Extract", "Pull claims and evidence" ], [ "Synthesize", "Compare and structure" ], [ "Brief", "Write decision-ready notes" ] ], "steps": [ "Define the decision question and time window.", "Collect official, media, community, and data sources.", "Separate facts, opinions, and estimates.", "Write findings with source links and confidence levels." ], "checklist": [ "Source freshness", "Primary-source coverage", "Contradictory evidence", "Citation links", "Clear recommendation or next action" ], "mistakes": [ "Do not ask for a generic report before defining the decision.", "Do not cite summaries when the original source is available.", "Do not hide uncertainty." ] } } }, { "slug": "meeting-notes-action-items", "group": "office", "page": "https://ai123box.com/use-cases/meeting-notes-action-items", "localizedPages": { "en": "https://ai123box.com/use-cases/meeting-notes-action-items", "zh-CN": "https://ai123box.com/zh-CN/use-cases/meeting-notes-action-items", "ja": "https://ai123box.com/ja/use-cases/meeting-notes-action-items", "ko": "https://ai123box.com/ko/use-cases/meeting-notes-action-items", "es": "https://ai123box.com/es/use-cases/meeting-notes-action-items", "de": "https://ai123box.com/de/use-cases/meeting-notes-action-items" }, "search": { "en": "meeting notes transcript action items summary follow up AI", "zh-CN": "会议纪要 录音 转写 待办 总结 跟进 AI", "ja": "meeting notes transcript action items summary follow up AI", "ko": "meeting notes transcript action items summary follow up AI", "es": "meeting notes transcript action items summary follow up AI", "de": "meeting notes transcript action items summary follow up AI" }, "categories": { "en": [ { "slug": "productivity", "label": "Productivity" }, { "slug": "writing-content", "label": "Writing & Content" } ], "zh-CN": [ { "slug": "productivity", "label": "办公效率" }, { "slug": "writing-content", "label": "写作内容" } ], "ja": [ { "slug": "productivity", "label": "生産性" }, { "slug": "writing-content", "label": "ライティング" } ], "ko": [ { "slug": "productivity", "label": "생산성" }, { "slug": "writing-content", "label": "글쓰기와 콘텐츠" } ], "es": [ { "slug": "productivity", "label": "Productividad" }, { "slug": "writing-content", "label": "Escritura y contenido" } ], "de": [ { "slug": "productivity", "label": "Produktivität" }, { "slug": "writing-content", "label": "Schreiben & Content" } ] }, "copy": { "en": { "title": "Turn meetings into action items", "shortTitle": "Meeting notes", "audience": "Managers, sales, support, and project teams", "summary": "Convert recordings or transcripts into decisions, owners, deadlines, risks, and follow-up messages.", "outcome": "A meeting summary with action items, owners, due dates, and unresolved questions.", "time": "10-30 min per meeting", "stack": [ [ "Capture", "Record or transcribe" ], [ "Summarize", "Decisions and context" ], [ "Actions", "Owners and deadlines" ], [ "Follow-up", "Email or task system" ] ], "steps": [ "Record or transcribe the meeting with consent.", "Extract decisions, open questions, and risks.", "Assign owners and due dates to action items.", "Send follow-up notes and sync tasks." ], "checklist": [ "Consent and privacy", "Speaker identification", "Action owner accuracy", "Deadline clarity", "CRM or task integration" ], "mistakes": [ "Do not record without consent.", "Do not send summaries without checking names and commitments.", "Do not let action items stay as vague bullet points." ] }, "zh-CN": { "title": "把会议变成待办事项", "shortTitle": "会议纪要待办", "audience": "管理者、销售、客服和项目团队", "summary": "把录音或转写整理成决策、负责人、截止时间、风险和跟进消息。", "outcome": "输出包含决策、待办、负责人、截止时间和未决问题的会议纪要。", "time": "每场 10-30 分钟", "stack": [ [ "采集", "录音或转写" ], [ "总结", "决策和背景" ], [ "待办", "负责人和时间" ], [ "跟进", "邮件或任务系统" ] ], "steps": [ "在获得同意后录音或转写。", "提取决策、未决问题和风险。", "给每个待办分配负责人和截止时间。", "发送跟进纪要，并同步到任务系统。" ], "checklist": [ "是否获得同意和处理隐私", "说话人识别是否准确", "负责人是否正确", "截止时间是否清楚", "能否同步 CRM 或任务系统" ], "mistakes": [ "不要未经同意录音。", "姓名和承诺没核对前不要群发纪要。", "不要让待办停留在模糊项目符号。" ] }, "ja": { "title": "Turn meetings into action items", "shortTitle": "Meeting notes", "audience": "Managers, sales, support, and project teams", "summary": "Convert recordings or transcripts into decisions, owners, deadlines, risks, and follow-up messages.", "outcome": "A meeting summary with action items, owners, due dates, and unresolved questions.", "time": "10-30 min per meeting", "stack": [ [ "Capture", "Record or transcribe" ], [ "Summarize", "Decisions and context" ], [ "Actions", "Owners and deadlines" ], [ "Follow-up", "Email or task system" ] ], "steps": [ "Record or transcribe the meeting with consent.", "Extract decisions, open questions, and risks.", "Assign owners and due dates to action items.", "Send follow-up notes and sync tasks." ], "checklist": [ "Consent and privacy", "Speaker identification", "Action owner accuracy", "Deadline clarity", "CRM or task integration" ], "mistakes": [ "Do not record without consent.", "Do not send summaries without checking names and commitments.", "Do not let action items stay as vague bullet points." ] }, "ko": { "title": "Turn meetings into action items", "shortTitle": "Meeting notes", "audience": "Managers, sales, support, and project teams", "summary": "Convert recordings or transcripts into decisions, owners, deadlines, risks, and follow-up messages.", "outcome": "A meeting summary with action items, owners, due dates, and unresolved questions.", "time": "10-30 min per meeting", "stack": [ [ "Capture", "Record or transcribe" ], [ "Summarize", "Decisions and context" ], [ "Actions", "Owners and deadlines" ], [ "Follow-up", "Email or task system" ] ], "steps": [ "Record or transcribe the meeting with consent.", "Extract decisions, open questions, and risks.", "Assign owners and due dates to action items.", "Send follow-up notes and sync tasks." ], "checklist": [ "Consent and privacy", "Speaker identification", "Action owner accuracy", "Deadline clarity", "CRM or task integration" ], "mistakes": [ "Do not record without consent.", "Do not send summaries without checking names and commitments.", "Do not let action items stay as vague bullet points." ] }, "es": { "title": "Turn meetings into action items", "shortTitle": "Meeting notes", "audience": "Managers, sales, support, and project teams", "summary": "Convert recordings or transcripts into decisions, owners, deadlines, risks, and follow-up messages.", "outcome": "A meeting summary with action items, owners, due dates, and unresolved questions.", "time": "10-30 min per meeting", "stack": [ [ "Capture", "Record or transcribe" ], [ "Summarize", "Decisions and context" ], [ "Actions", "Owners and deadlines" ], [ "Follow-up", "Email or task system" ] ], "steps": [ "Record or transcribe the meeting with consent.", "Extract decisions, open questions, and risks.", "Assign owners and due dates to action items.", "Send follow-up notes and sync tasks." ], "checklist": [ "Consent and privacy", "Speaker identification", "Action owner accuracy", "Deadline clarity", "CRM or task integration" ], "mistakes": [ "Do not record without consent.", "Do not send summaries without checking names and commitments.", "Do not let action items stay as vague bullet points." ] }, "de": { "title": "Turn meetings into action items", "shortTitle": "Meeting notes", "audience": "Managers, sales, support, and project teams", "summary": "Convert recordings or transcripts into decisions, owners, deadlines, risks, and follow-up messages.", "outcome": "A meeting summary with action items, owners, due dates, and unresolved questions.", "time": "10-30 min per meeting", "stack": [ [ "Capture", "Record or transcribe" ], [ "Summarize", "Decisions and context" ], [ "Actions", "Owners and deadlines" ], [ "Follow-up", "Email or task system" ] ], "steps": [ "Record or transcribe the meeting with consent.", "Extract decisions, open questions, and risks.", "Assign owners and due dates to action items.", "Send follow-up notes and sync tasks." ], "checklist": [ "Consent and privacy", "Speaker identification", "Action owner accuracy", "Deadline clarity", "CRM or task integration" ], "mistakes": [ "Do not record without consent.", "Do not send summaries without checking names and commitments.", "Do not let action items stay as vague bullet points." ] } } }, { "slug": "ecommerce-listing", "group": "commerce", "page": "https://ai123box.com/use-cases/ecommerce-listing", "localizedPages": { "en": "https://ai123box.com/use-cases/ecommerce-listing", "zh-CN": "https://ai123box.com/zh-CN/use-cases/ecommerce-listing", "ja": "https://ai123box.com/ja/use-cases/ecommerce-listing", "ko": "https://ai123box.com/ko/use-cases/ecommerce-listing", "es": "https://ai123box.com/es/use-cases/ecommerce-listing", "de": "https://ai123box.com/de/use-cases/ecommerce-listing" }, "search": { "en": "ecommerce product listing title bullets images ads localization AI", "zh-CN": "电商 商品 Listing 标题 卖点 商品图 广告 本地化 AI", "ja": "ecommerce product listing title bullets images ads localization AI", "ko": "ecommerce product listing title bullets images ads localization AI", "es": "ecommerce product listing title bullets images ads localization AI", "de": "ecommerce product listing title bullets images ads localization AI" }, "categories": { "en": [ { "slug": "marketing-sales", "label": "Marketing & Sales" }, { "slug": "image-generation", "label": "Image Generation" }, { "slug": "writing-content", "label": "Writing & Content" } ], "zh-CN": [ { "slug": "marketing-sales", "label": "商业营销" }, { "slug": "image-generation", "label": "图像生成" }, { "slug": "writing-content", "label": "写作内容" } ], "ja": [ { "slug": "marketing-sales", "label": "マーケティング" }, { "slug": "image-generation", "label": "画像生成" }, { "slug": "writing-content", "label": "ライティング" } ], "ko": [ { "slug": "marketing-sales", "label": "마케팅과 영업" }, { "slug": "image-generation", "label": "이미지 생성" }, { "slug": "writing-content", "label": "글쓰기와 콘텐츠" } ], "es": [ { "slug": "marketing-sales", "label": "Marketing y ventas" }, { "slug": "image-generation", "label": "Generación de imágenes" }, { "slug": "writing-content", "label": "Escritura y contenido" } ], "de": [ { "slug": "marketing-sales", "label": "Marketing & Vertrieb" }, { "slug": "image-generation", "label": "Bildgenerierung" }, { "slug": "writing-content", "label": "Schreiben & Content" } ] }, "copy": { "en": { "title": "Create an ecommerce product listing", "shortTitle": "Ecommerce listing", "audience": "Sellers, ecommerce operators, and marketers", "summary": "Research competitors, write product copy, create visuals, localize listings, and prepare ad variants.", "outcome": "A localized product page with title, bullets, FAQ, images, and ad copy variants.", "time": "2-5 hours per product", "stack": [ [ "Research", "Competitors and reviews" ], [ "Copy", "Title, bullets, FAQ" ], [ "Visuals", "Main images and lifestyle scenes" ], [ "Test", "Ad and listing variants" ] ], "steps": [ "Collect competitor listings, pricing, reviews, and objections.", "Write localized titles, bullets, FAQ, and guarantee copy.", "Create main image variants and lifestyle visuals.", "Publish variants and track conversion signals." ], "checklist": [ "Platform policy compliance", "Claim accuracy", "Image rights", "Localization quality", "A/B testing plan" ], "mistakes": [ "Do not make unsupported product claims.", "Do not reuse one language's copy without localization.", "Do not generate images that misrepresent the product." ] }, "zh-CN": { "title": "制作电商商品 Listing", "shortTitle": "电商 Listing", "audience": "商家、电商运营和投放团队", "summary": "做竞品调研、商品文案、主图、详情页本地化和广告素材变体。", "outcome": "输出本地化商品页：标题、卖点、FAQ、图片和广告文案。", "time": "每个商品 2-5 小时", "stack": [ [ "调研", "竞品和评论" ], [ "文案", "标题、卖点、FAQ" ], [ "视觉", "主图和场景图" ], [ "测试", "广告和页面变体" ] ], "steps": [ "收集竞品 Listing、价格、评论和用户顾虑。", "写本地化标题、五点描述、FAQ 和保障说明。", "制作主图变体和场景图。", "发布不同版本并跟踪转化信号。" ], "checklist": [ "是否符合平台规则", "产品宣称是否准确", "图片版权和真实性", "本地化质量", "是否有 A/B 测试计划" ], "mistakes": [ "不要写无法证明的功效宣称。", "不要直接翻译不做本地化。", "不要生成和真实商品不一致的图片。" ] }, "ja": { "title": "Create an ecommerce product listing", "shortTitle": "Ecommerce listing", "audience": "Sellers, ecommerce operators, and marketers", "summary": "Research competitors, write product copy, create visuals, localize listings, and prepare ad variants.", "outcome": "A localized product page with title, bullets, FAQ, images, and ad copy variants.", "time": "2-5 hours per product", "stack": [ [ "Research", "Competitors and reviews" ], [ "Copy", "Title, bullets, FAQ" ], [ "Visuals", "Main images and lifestyle scenes" ], [ "Test", "Ad and listing variants" ] ], "steps": [ "Collect competitor listings, pricing, reviews, and objections.", "Write localized titles, bullets, FAQ, and guarantee copy.", "Create main image variants and lifestyle visuals.", "Publish variants and track conversion signals." ], "checklist": [ "Platform policy compliance", "Claim accuracy", "Image rights", "Localization quality", "A/B testing plan" ], "mistakes": [ "Do not make unsupported product claims.", "Do not reuse one language's copy without localization.", "Do not generate images that misrepresent the product." ] }, "ko": { "title": "Create an ecommerce product listing", "shortTitle": "Ecommerce listing", "audience": "Sellers, ecommerce operators, and marketers", "summary": "Research competitors, write product copy, create visuals, localize listings, and prepare ad variants.", "outcome": "A localized product page with title, bullets, FAQ, images, and ad copy variants.", "time": "2-5 hours per product", "stack": [ [ "Research", "Competitors and reviews" ], [ "Copy", "Title, bullets, FAQ" ], [ "Visuals", "Main images and lifestyle scenes" ], [ "Test", "Ad and listing variants" ] ], "steps": [ "Collect competitor listings, pricing, reviews, and objections.", "Write localized titles, bullets, FAQ, and guarantee copy.", "Create main image variants and lifestyle visuals.", "Publish variants and track conversion signals." ], "checklist": [ "Platform policy compliance", "Claim accuracy", "Image rights", "Localization quality", "A/B testing plan" ], "mistakes": [ "Do not make unsupported product claims.", "Do not reuse one language's copy without localization.", "Do not generate images that misrepresent the product." ] }, "es": { "title": "Create an ecommerce product listing", "shortTitle": "Ecommerce listing", "audience": "Sellers, ecommerce operators, and marketers", "summary": "Research competitors, write product copy, create visuals, localize listings, and prepare ad variants.", "outcome": "A localized product page with title, bullets, FAQ, images, and ad copy variants.", "time": "2-5 hours per product", "stack": [ [ "Research", "Competitors and reviews" ], [ "Copy", "Title, bullets, FAQ" ], [ "Visuals", "Main images and lifestyle scenes" ], [ "Test", "Ad and listing variants" ] ], "steps": [ "Collect competitor listings, pricing, reviews, and objections.", "Write localized titles, bullets, FAQ, and guarantee copy.", "Create main image variants and lifestyle visuals.", "Publish variants and track conversion signals." ], "checklist": [ "Platform policy compliance", "Claim accuracy", "Image rights", "Localization quality", "A/B testing plan" ], "mistakes": [ "Do not make unsupported product claims.", "Do not reuse one language's copy without localization.", "Do not generate images that misrepresent the product." ] }, "de": { "title": "Create an ecommerce product listing", "shortTitle": "Ecommerce listing", "audience": "Sellers, ecommerce operators, and marketers", "summary": "Research competitors, write product copy, create visuals, localize listings, and prepare ad variants.", "outcome": "A localized product page with title, bullets, FAQ, images, and ad copy variants.", "time": "2-5 hours per product", "stack": [ [ "Research", "Competitors and reviews" ], [ "Copy", "Title, bullets, FAQ" ], [ "Visuals", "Main images and lifestyle scenes" ], [ "Test", "Ad and listing variants" ] ], "steps": [ "Collect competitor listings, pricing, reviews, and objections.", "Write localized titles, bullets, FAQ, and guarantee copy.", "Create main image variants and lifestyle visuals.", "Publish variants and track conversion signals." ], "checklist": [ "Platform policy compliance", "Claim accuracy", "Image rights", "Localization quality", "A/B testing plan" ], "mistakes": [ "Do not make unsupported product claims.", "Do not reuse one language's copy without localization.", "Do not generate images that misrepresent the product." ] } } }, { "slug": "presentation-deck", "group": "office", "page": "https://ai123box.com/use-cases/presentation-deck", "localizedPages": { "en": "https://ai123box.com/use-cases/presentation-deck", "zh-CN": "https://ai123box.com/zh-CN/use-cases/presentation-deck", "ja": "https://ai123box.com/ja/use-cases/presentation-deck", "ko": "https://ai123box.com/ko/use-cases/presentation-deck", "es": "https://ai123box.com/es/use-cases/presentation-deck", "de": "https://ai123box.com/de/use-cases/presentation-deck" }, "search": { "en": "AI presentation deck outline slides business report pitch", "zh-CN": "AI PPT 演示 文稿 大纲 汇报 商业 方案", "ja": "AI presentation deck outline slides business report pitch", "ko": "AI presentation deck outline slides business report pitch", "es": "AI presentation deck outline slides business report pitch", "de": "AI presentation deck outline slides business report pitch" }, "categories": { "en": [ { "slug": "productivity", "label": "Productivity" }, { "slug": "design-tools", "label": "Design Tools" }, { "slug": "writing-content", "label": "Writing & Content" } ], "zh-CN": [ { "slug": "productivity", "label": "办公效率" }, { "slug": "design-tools", "label": "设计工具" }, { "slug": "writing-content", "label": "写作内容" } ], "ja": [ { "slug": "productivity", "label": "生産性" }, { "slug": "design-tools", "label": "デザインツール" }, { "slug": "writing-content", "label": "ライティング" } ], "ko": [ { "slug": "productivity", "label": "생산성" }, { "slug": "design-tools", "label": "디자인 도구" }, { "slug": "writing-content", "label": "글쓰기와 콘텐츠" } ], "es": [ { "slug": "productivity", "label": "Productividad" }, { "slug": "design-tools", "label": "Diseño" }, { "slug": "writing-content", "label": "Escritura y contenido" } ], "de": [ { "slug": "productivity", "label": "Produktivität" }, { "slug": "design-tools", "label": "Design-Tools" }, { "slug": "writing-content", "label": "Schreiben & Content" } ] }, "copy": { "en": { "title": "Create a presentation deck with AI", "shortTitle": "Presentation deck", "audience": "Founders, consultants, managers, and students", "summary": "Turn notes into a structured deck with storyline, slide outline, visual direction, and speaker notes.", "outcome": "A draft deck with clear storyline, slide titles, visuals, and talking points.", "time": "45-120 min", "stack": [ [ "Story", "Audience and message" ], [ "Outline", "Slide structure" ], [ "Design", "Visual direction" ], [ "Polish", "Speaker notes and export" ] ], "steps": [ "Define audience, decision, and one core message.", "Create a slide-by-slide outline before designing.", "Generate draft slides and replace weak visuals.", "Review numbers, claims, transitions, and speaker notes." ], "checklist": [ "One message per slide", "Evidence for claims", "Readable charts", "Brand consistency", "Export and editing access" ], "mistakes": [ "Do not start from a template before the story is clear.", "Do not let AI invent numbers or customer quotes.", "Do not use tiny text to fit too much content." ] }, "zh-CN": { "title": "用 AI 制作汇报 PPT", "shortTitle": "AI PPT 汇报", "audience": "创业者、咨询顾问、管理者和学生", "summary": "把零散笔记整理成有主线的演示文稿，包含大纲、视觉方向和演讲备注。", "outcome": "输出带故事线、页标题、视觉建议和讲稿提示的 PPT 初稿。", "time": "45-120 分钟", "stack": [ [ "主线", "受众和核心信息" ], [ "大纲", "逐页结构" ], [ "设计", "视觉方向" ], [ "润色", "讲稿和导出" ] ], "steps": [ "先明确受众、要推动的决策和一个核心信息。", "先做逐页大纲，再开始设计。", "生成初稿，并替换弱图和空话。", "复核数字、论据、转场和讲稿备注。" ], "checklist": [ "每页是否只有一个重点", "关键说法是否有证据", "图表是否可读", "是否符合品牌风格", "是否能继续编辑和导出" ], "mistakes": [ "故事没清楚前不要先套模板。", "不要让 AI 编造数字和客户引用。", "不要用小字塞满整页。" ] }, "ja": { "title": "Create a presentation deck with AI", "shortTitle": "Presentation deck", "audience": "Founders, consultants, managers, and students", "summary": "Turn notes into a structured deck with storyline, slide outline, visual direction, and speaker notes.", "outcome": "A draft deck with clear storyline, slide titles, visuals, and talking points.", "time": "45-120 min", "stack": [ [ "Story", "Audience and message" ], [ "Outline", "Slide structure" ], [ "Design", "Visual direction" ], [ "Polish", "Speaker notes and export" ] ], "steps": [ "Define audience, decision, and one core message.", "Create a slide-by-slide outline before designing.", "Generate draft slides and replace weak visuals.", "Review numbers, claims, transitions, and speaker notes." ], "checklist": [ "One message per slide", "Evidence for claims", "Readable charts", "Brand consistency", "Export and editing access" ], "mistakes": [ "Do not start from a template before the story is clear.", "Do not let AI invent numbers or customer quotes.", "Do not use tiny text to fit too much content." ] }, "ko": { "title": "Create a presentation deck with AI", "shortTitle": "Presentation deck", "audience": "Founders, consultants, managers, and students", "summary": "Turn notes into a structured deck with storyline, slide outline, visual direction, and speaker notes.", "outcome": "A draft deck with clear storyline, slide titles, visuals, and talking points.", "time": "45-120 min", "stack": [ [ "Story", "Audience and message" ], [ "Outline", "Slide structure" ], [ "Design", "Visual direction" ], [ "Polish", "Speaker notes and export" ] ], "steps": [ "Define audience, decision, and one core message.", "Create a slide-by-slide outline before designing.", "Generate draft slides and replace weak visuals.", "Review numbers, claims, transitions, and speaker notes." ], "checklist": [ "One message per slide", "Evidence for claims", "Readable charts", "Brand consistency", "Export and editing access" ], "mistakes": [ "Do not start from a template before the story is clear.", "Do not let AI invent numbers or customer quotes.", "Do not use tiny text to fit too much content." ] }, "es": { "title": "Create a presentation deck with AI", "shortTitle": "Presentation deck", "audience": "Founders, consultants, managers, and students", "summary": "Turn notes into a structured deck with storyline, slide outline, visual direction, and speaker notes.", "outcome": "A draft deck with clear storyline, slide titles, visuals, and talking points.", "time": "45-120 min", "stack": [ [ "Story", "Audience and message" ], [ "Outline", "Slide structure" ], [ "Design", "Visual direction" ], [ "Polish", "Speaker notes and export" ] ], "steps": [ "Define audience, decision, and one core message.", "Create a slide-by-slide outline before designing.", "Generate draft slides and replace weak visuals.", "Review numbers, claims, transitions, and speaker notes." ], "checklist": [ "One message per slide", "Evidence for claims", "Readable charts", "Brand consistency", "Export and editing access" ], "mistakes": [ "Do not start from a template before the story is clear.", "Do not let AI invent numbers or customer quotes.", "Do not use tiny text to fit too much content." ] }, "de": { "title": "Create a presentation deck with AI", "shortTitle": "Presentation deck", "audience": "Founders, consultants, managers, and students", "summary": "Turn notes into a structured deck with storyline, slide outline, visual direction, and speaker notes.", "outcome": "A draft deck with clear storyline, slide titles, visuals, and talking points.", "time": "45-120 min", "stack": [ [ "Story", "Audience and message" ], [ "Outline", "Slide structure" ], [ "Design", "Visual direction" ], [ "Polish", "Speaker notes and export" ] ], "steps": [ "Define audience, decision, and one core message.", "Create a slide-by-slide outline before designing.", "Generate draft slides and replace weak visuals.", "Review numbers, claims, transitions, and speaker notes." ], "checklist": [ "One message per slide", "Evidence for claims", "Readable charts", "Brand consistency", "Export and editing access" ], "mistakes": [ "Do not start from a template before the story is clear.", "Do not let AI invent numbers or customer quotes.", "Do not use tiny text to fit too much content." ] } } } ] }