Illustrative product sceneEvery morning
Attendance exceptionsBasic
BeforeAttendance exceptions have to be found one by one
Read available Feishu exception records and show or notify within authorized scope.
A manager’s week
During the day
Group chat work threadsAI
BeforeWork lives in group chats, and finding it later means scrolling for ages
Extract assignments, progress, blockers and feedback from authorized group messages.
After work
Daily work summary per personPro
BeforeOne person’s tasks and their work in chats never come together in one view
Show tasks, submissions and chat threads side by side, by person and by day.
After work
Linking and checking work itemsAI
BeforeThe same item shows up in several places, so it’s easy to misread who owns it and where it stands
Link items manually, correct an interpretation or undo a link, keeping the original text.
Mondays
Work evidence and verification statisticsPro
BeforeCompletion rates look fine and hide how much proof quality differs
Separate manual verification, AI first review and unverified work, and see a person’s own work evidence.
Mondays
Comparing work across periodsBasic
BeforeRecent changes in the work record are hard to see at a glance
See 7-day and 28-day overviews and period comparisons, with data coverage stated.
Mondays
Staff issues and accountabilityPro
BeforeStaff are judged on impressions, and who was responsible for past issues gets muddled
See confirmed issues, leads still to check and the related work evidence.
Before you start
Only data within authorized scope is summarized. Chat threads need checking, and record coverage is not the same as all of an employee’s work.