Recruitment AI — Batch Upload + TA KPI Dashboard

TA internal control center

AI resume batch screening, ranking board, shortlist, and talent acquisition KPI dashboard on one internal app.

Idle

Pipeline by requisition

Open roles and candidate bench

ID	Role	Open	Active	Shortlisted	Strength

Shortlist snapshot

Top candidates now

Stage mix

Current pipeline

Source mix

Where candidates came from

Recommendation mix

AI output mix

AI batch upload

Requisition

Source to apply to all files

Upload resumes

This screen expects your Cloudflare Worker to expose an aiBatchScreen action. It can still queue files now, but true AI parsing and scoring needs the worker upgrade.

Batch status

No files queued.

Queued files

Review before processing

Latest AI batch results

Auto-ranked after processing

Rank	Candidate	Score	Recommendation	Confidence	Main concern

Ranking board

Requisition Shortlisted only

Rank	Candidate	Score	Recommendation	Confidence	Risk	Recent Role	Company	Industry	School	Longevity	Main concern

Review queue

Candidate	Role	Stage	Score	Decision	Shortlisted

Pick a candidate from Ranking Board or Review Queue.

Role scoring logic

Editable per role. Shared only after worker + Apps Script template save is added.

Role

Adjust dimensions and weights. These drive AI scoring logic by role.