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企业AI落地陷阱(一):demo和生产

当前时间： 2026-06-14 23:29:16 分类：办公文件 评论(0)
企业AI落地陷阱(一):demo和生产

企业AI落地陷阱（一）：demo和生产

最近复盘一个客户的 AI 项目，有点哭笑不得。

演示那天我在现场。屏幕上是 99% 准确率，老板当场拍板说要推全公司……

六个月后再打开那个项目文件夹，名字改成了「暂缓」。真实环境跑下来，准确率掉到四成多，接口报错一堆……

不是模型突然变笨，是试点类型就不对。

有一种试点，目标就是让 demo 好看……还有一种，从一开始就要回答：上线之后，谁来用、用什么数据、失败了怎么办。

有类似处境的，评论区聊聊你们卡在哪一步也行。

#AI #创业 #企业管理 #数字化转型 #中小企业

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  143. /yingpanguazai/ssd/ssd1/www/wwww.yeyulingfeng.com/vendor/topthink/think-template/src/template/contract/DriverInterface.php ( 0.86 KB )
  144. /yingpanguazai/ssd/ssd1/www/wwww.yeyulingfeng.com/runtime/temp/c935550e3e8a3a4c27dd94e439343fdf.php ( 31.50 KB )
  145. /yingpanguazai/ssd/ssd1/www/wwww.yeyulingfeng.com/vendor/topthink/think-trace/src/Html.php ( 4.42 KB )
  1. CONNECT:[ UseTime:0.000557s ] mysql:host=127.0.0.1;port=3306;dbname=wenku;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000814s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.007105s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000318s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000508s ]
  6. SELECT * FROM `set` [ RunTime:0.000233s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000565s ]
  8. SELECT * FROM `article` WHERE `id` = 753150 LIMIT 1 [ RunTime:0.000459s ]
  9. UPDATE `article` SET `lasttime` = 1781623333 WHERE `id` = 753150 [ RunTime:0.006542s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 64 LIMIT 1 [ RunTime:0.008251s ]
  11. SELECT * FROM `article` WHERE `id` < 753150 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000497s ]
  12. SELECT * FROM `article` WHERE `id` > 753150 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.001327s ]
  13. SELECT * FROM `article` WHERE `id` < 753150 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.006402s ]
  14. SELECT * FROM `article` WHERE `id` < 753150 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.011953s ]
  15. SELECT * FROM `article` WHERE `id` < 753150 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.007760s ]
0.133078s