Work & possibilities
E-commerce · Creator operations / Real project · Anonymous client

Less searching through chats. More attention to the content.

A business platform organizes Xiaohongshu creator submissions. AI handles an initial rule-based screen; the team makes the final decision.

Illustrative walkthrough
From scattered files to one review queue.

AI screens against business rules. The team makes the acceptance decision.

SubmissionSample findingNext step
Creative AMatches sample rulesHuman review
Creative BMaterials incompleteHuman check
Creative CRule unclearTeam decision
FINAL DECISIONS STAY WITH PEOPLE

Rules and statuses are illustrative. Actual checks must be confirmed for each project.

01 / Before

Before

Submissions arrived through channels such as WeCom. Staff searched conversations, downloaded files, checked drafts, recorded decisions, and passed materials along manually.

02 / What we found

What we found

Repeated checks were only part of the problem. Materials, statuses, and decisions were scattered across conversations without a shared workflow.

03 / What we built

What we built

We built a submission and review platform for materials, initial screening, human review, and post-acceptance handoff, with an AI agent screening against business-provided rules.

  1. 01Central submission
  2. 02Initial screening
  3. 03Human review
  4. 04Post-acceptance handoff
AI’s role

Support initial screening against business rules and reduce repetitive checks.

Human judgment

Confirm screening rules, resolve exceptions, and decide acceptance and the next handoff.

What comes back

Organized submissions and initial screening results for the operations team.

LET’S START WITH YOUR WORK

What does your team keep doing over and over?

Tell us who does the work, how it happens, and what takes the most time. You do not need to know AI to start the conversation.

Let’s talk