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销售经理 · 周报Sales manager · weekly report
把杂乱的 Excel 变成可读的周报Messy spreadsheet to a readable deck
"上周我把 1800 行原始销售数据丢给它，要求按区域、按品类聚合，标出环比下滑超 10% 的，最后输出周报 PPT。它一次做完，包括同比柱状图。"
"I dropped 1,800 rows of raw sales data on it. Asked it to aggregate by region and product, flag any QoQ drop > 10%, then output a deck. One shot — YoY bar charts included."
之前Before
人工透视表 + 手工配色 PPT，约 2 小时
Manual pivot + hand-styled deck, ~2 hours
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之后After
一句话 + 一次批准，4 分钟
One sentence + one approval — 4 min
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研究员 · 文献综述Researcher · literature review
从 30 篇 PDF 中提炼核心论点Distill 30 PDFs into a synthesis
"我把 30 篇关于 RAG 评估的论文丢进会话，让它抽出每篇的方法论、数据集与结论，再做横向对比表。所有引用页码都保留了。"
"I gave it 30 papers on RAG evaluation. Asked for method / dataset / conclusion per paper plus a cross-table. Every citation kept its page number."
之前Before
逐篇通读 + 笔记，2 天
Read-and-note every paper, 2 days
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之后After
带引用的综述 markdown，1 个下午
Cited synthesis markdown, one afternoon
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自媒体 · 短视频Creator · short-form video
一段文字生成带字幕的短视频Script to captioned video
"我写好脚本，它接管：调用 TTS 生成配音、自动切镜头、烤上字幕、输出 1080p。剪映从我的工作流里彻底消失了。"
"I write the script. It takes over: TTS voice, auto-cuts, burned-in captions, 1080p out. The video editor has dropped out of my workflow entirely."
之前Before
剪映拖时间轴 90 分钟
Manually editing timeline, 90 min
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之后After
Remotion 自动出片，12 分钟
Remotion auto-render, 12 min
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产品经理 · 收件箱PM · inbox
整理一周邮件并起草回复Triage a week of email, draft the replies
"出差回来 412 封未读。它按"客户 / 团队 / 通知"分桶，把行动项抽成 todo，给前 20 封写好草稿等我看。没有一封被自动发出去。"
"412 unread after a trip. It bucketed into customer / team / FYI, extracted action items into a todo list, drafted the top 20 replies for review. Nothing auto-sent."
之前Before
4 小时分拣 + 回信
4 hours sorting and replying
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之后After
分桶 1 分钟，复核草稿 35 分钟
Buckets in 1 min, draft review 35 min
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运营 · 行业情报Ops · industry intel
每天早上行业新闻摘要进收件箱Daily industry digest in my inbox
"我列了 12 个站，让它每天 8 点抓取、去重、摘要、邮件投递。已经稳定跑了 3 个月，每天读 1 封邮件就够了。"
"I gave it 12 sources. Scrape, dedupe, summarize, email at 8am daily. Has been running for 3 months — one email a day is all I read now."
之前Before
RSS 翻一遍 30 分钟 / 天
RSS scrolling, 30 min/day
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之后After
1 封邮件，2 分钟扫完
One email, 2 min skim
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客服主管 · IM 应答Support lead · IM triage
飞书群里第一时间应答常见问题First-line answers in our Lark group
"飞书客服群每天 200+ 提问，70% 是文档里能查到的。让 Agent 先答，没把握的事 @ 我，复杂的转人工 — 团队精力终于不被重复问题拖死了。"
"Our Lark group gets 200+ questions a day; 70% are answered in docs. Agent replies first, escalates uncertain ones, hands off complex ones to a human. Team energy back."
之前Before
2 名客服每天淹没在 IM 里
2 agents drowning in chat all day
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之后After
1 名客服处理升级问题 + 复盘
1 agent on escalations + retros
