Line dashboard

Stage flow (input — → good out — · queue = units waiting between stages — the biggest pile marks the bottleneck)

Input → output per stage (input — → good out —)

Plan vs actual · per hour

Cumulative output · expected vs actual (expected = plan rate summed hour by hour from shift start)

UPH · target vs actual (actual = cumulative good ÷ hours elapsed since shift start)

Hourly variance reason inferred from sensors — pick one to override

Output by ModelCustomer