Snizhenie_logisticheskih_riskov_dlya_garantii_kachestva_konechnogo
1.
Садыкова Ирина2.
..
.
3.
,,
,
,
,
,
,
,
4.
..
.
.
,
.
5.
90IT-
60
,
.
.
30
,
0
(%)
IT-
.
6.
7.
WMS, TMSAI
ERP
8.
GPS(OTIF)RFID-
9.
4.0И=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.
12
3
4
15.
,,
—
.
.
.