Auto‑Assignment Insights Dashboard

Reads the latest export and surfaces success rates, manual hotspots, and priorities.
Overall Auto‑Assignment
—
— tasks
RS (Auto)
—
good
Direct (Manual)
—
optimize
RFR (Recruitment)
—
reduce

Status Breakdown

StatusCount% of Total
Mapping used: RS=Auto, Direct=Manual, RFR=Recruitment.

Success by Volume Bucket

BucketTasksAuto Success
Amount is treated as task volume (words / hours / pages).

Top Direct by Language Pair

Language PairDirect

Top Direct by Service

ServiceDirect

Top Direct by Brand

BrandDirect

Top RFR Hotspots

Language PairRFR
Also see RFR by brand/service in the downloadable report.

Weak Brands (rate < 95% · n≥200)

BrandAuto RateTasks

Weak Services

ServiceAuto RateTasks

Weak Language Pairs

Language PairAuto RateTasks

Recommendations

Add preferred pools for E→Persian & E→Arabic Service-aware matching for DTP & Proofreading Volume-aware plans for Very Small & Very Large Brand‑specific tuning (Future Trans, TW Languages, Communicare) Pre‑recruit pools for E→Persian/Arabic/Amharic/Thai Load caps & fairness guardrails

Targets: Global ≥97.5%, E→Persian ≥90%, E→Arabic ≥97%, DTP ≥95%, RFR < 10/week, 50% cut in Direct for Future Trans.