Snizhenie_logisticheskih_riskov_dlya_garantii_kachestva_konechnogo

1.

Садыкова Ирина

2.

.
.
.

3.

,
,
,
,
,
,
,
,

4.

.
.
.
.
,
.

5.

90
IT-
60
,
.
.
30
,
0
(%)
IT-
.

6.

7.

WMS, TMS
AI
ERP

8.

GPS(OTIF)
RFID-

9.

4.0
И=B9@=9B 69I99, 5;>:G99=, 8A:CAAB69==O9
8=B9;;9:B 8 <4H8==>9 >5CG9=89 B@4=AD>@<8@CNB
01
IoT-
;>78AB8G9A:89 ?@>F9AAO, >59A?9G864O
59A?@9F989=B=O9 C@>69=P :>=B@>;O 8
?@>7@4G=>AB8.
02
03
AI/ML

10.

.
,
,
.
,
.
,

11.

98.5%
,
99.2%
,
2.1%
-
96.8%

12.

:
120
80
73%
.
87%
40
97%.
2.4
0
Q1
Q2
Q3
OTIF (%)
Q4
.

13.

14.

1
2
3
4

15.

,
,
—
.
.
.