There is a massive expectation (and hype) around AI and ML. LogiCloud wanted to share how they have actually deployed this solution on ground and what are its limitations.

1. LogiCloud
AI Driven Digital Supply Chains
APURVA MANKAD, Founder & CEO
apurva@logicloud.in | +91 93242 42802
www.logicloud.in

2. Agenda
• Logistics: The new data gold mine
• LogiCloud Platform: AI Powered
Digital Platform
• AI and ML: Revolutionizing decision
making

3. Logistics: The New Data
Gold Mine

4. Logistics: A very large industry- but fragmented
250+
USD Billion
Industry Turnover
13%
Of India’s GDP as
logistics spend
1mn+
Transporters
serving industry
Very important to solve
issues as direct impact on
economy
Very large industry ripe of
digital intervention- 90%
unorganized sector
Large number of participants,
unless digitized- no benefit can
accrue to shippers

5. Life-changing Events for Indian Logistics
November 8, 2016
Demonetization
• Forced digitization
for ecosystem
July 1, 2017
GST Rollout
• Removal of physical
barriers
February 1, 2018
E-way bill
• End to end
transaction visibility
Android Go
• Android Go for next
500 mn SmartPhone
users
Reliance Jio
• Unlimited data at 4G
speeds for 300 mn
users
Microsoft Azure
• AI and ML powered
cloud services on the
go

6. Pantaloons
Suppliers to
Factory/ DC
Distribution to
Stores/ Dealers
POD
Information
Multiple Logistics partners, delivery locations, suppliers
ZERO VISIBILITY
But, all data is in unconnected silos
E-way Bill
Hero Cycle
Aditya Birla
Fashion
ITC

7. LogiCloud: AI Powered Digital
Platform for Logistics

8. E-way Bill: Generate e-
way bill and get e-way
bill of suppliers
Mobile App for
Stakeholders
LogiCloud AI Powered Platform
LogiCloud Solution: AI Powered Digital Platform
Tracking: Real time
data from 25+ LSPs
GSTN
PantaloonsHero Cycle
Aditya Birla
Fashion
FTL: GPS and IoT data
from vehicles

9. Track ANY shipment ACROSS logistics partners

10. Tracking result from multiple partners in SINGLE WINDOW

11. Control Tower to
Manage Operations

12. Geo-located Analysis

13. Tracking Solution

14. Store Geo-fence to get real time delivery alert

15. POD Management

16. POD Management using LogiCloud

17. Machine Learning for Delivery
Prediction

18. Problem Statement
Predict delay in
delivery for any
movement
“learning” from past
transactions
01
Predict extent of
delay, compare
between logistics
providers
02
Prescribe optimum
logistics provider for
a given movement
and defined service
level
03

19. ML deployment in LogiCloud
Actual Logistics
Movement Data
Prediction API
New Order DataPredicted Result
Linear/ Logistics
Regression
Model
Machine Learning
Algorithm

20. Azure ML Deployment Steps
Deploy Azure ML
Suite
Deploy Multiple
Models
Train Models
using past data
Score Models to
check accuracy
Select Model and
Create Web
Service
Predict outcome
for new
transactions
Record
prediction for
each transactions
Compare with
actual result
Fine tune model
for continuous
learning

21. LogiCloud Machine Learning Model

22. Model 1: Logistic Regression

23. Model 2: Boosted Decision Tree

24. Score Model

25. Scored Dataset

26. Evaluation Results

27. Azure ML Web Services to deploy model

28. Prediction at Transaction Level

29. Customer Cases

30. CHALLENGE
Madura is leading apparel manufacturer
selling top brands such as Van Heusen,
Arrow through 5000 multi-brand
operators. Any delay in consignment
means loss of sales and brand value.
Ensuring accountability of multiple
logistics partners managing over 30,000
shipments a month was a major issue.
o Single point of tracking across logistics
partners
o Anytime visibility of proof of delivery
o Alerts for delays in delivery
o Service level scorecard of logistics
partners
o Improved customer service through
better traceability
BENEFITS
Madura deployed LogiCloud Multi LSP
Tracker to connect to all logistics partners
and get a single point of visibility. LogiCloud
is able to highlight any delays in delivery
analyzing tracking data. LogiCloud also
stores proof of delivery of all shipments for
easy reference.
Ensuring timely delivery for 5000
plus multi-brand operators
“Madura can now confidently reply to queries of our
customers about any shipment. Online proof of
delivery ensures any dispute is quickly settled”
Rajshekhar Kolkur
Head-Distribution
SOLUTION
Democratizing logistics technology
w w w . l o g i c l o u d . i n

31. CHALLENGE
Shoppers Stop ships over 60,000 shipments
across India extending its brand. But
controlling delivery experience across
multiple logistics partners was a challenge.
Also, Shoppers Stop wanted to automate
complete process from order to LSP
selection to tracking.
o Single point of tracking across logistics
partners
o Alerts for delays in delivery
o Service level scorecard of logistics
partners
o Integration with Order systems to
automate complete process
BENEFITS
Shoppes Stop deployed LogiCloud Multi
LSP Tracker to connect to all logistics
partners and get a single point of visibility.
LogiCloud is able to highlight any delays in
delivery analyzing tracking data. LogiCloud
also automates partner selection based on
a logistics scorecard to ensure best services.
LogiCloud has helped Shoppers
Stop execute Omnichannel delivery
solutions.
“Quality shipment delivery is a key to success of any omnichannel
strategy. LogiCloud helps Shoppers Stop automate end to end
process from order to LSP selection to delivery. ”
Sachin Oswal
Omnichannel Head
SOLUTION
Democratizing logistics technology
w w w . l o g i c l o u d . i n

32. About Us

33. About us: Leader in Logistics Solutions
2004
Year of
establishment
100+
Customers across
EIGHT countries
85+
Logistics domain
experts and
technology team
Solid track record with
leading MNC and Indian
companies as customers
Strong track record of
delivering solution across
technology waves
A professional team with deep
domain knowledge and
technology expertise

34. Marquee Customers

35. Track Record

36. A-114, Sundervilla, S. V. Road,
Near Vijay Sales, Santacruz (W),
Mumbai – 400054
ECFY Consulting Pvt. Ltd.
107, Trade Tower, Sec-21,
Gurgaon- 122001
Headquarters NCR Office
www.logicloud.in
business@logicloud.in
linkedin.com/company/logicloud
twitter.com/logicloud9
facebook.com/logicloud9
+91 22-2851 0018
Mumbai
Contact details