Redefining Digital KPIs for the CPG Industry
Abstract
The digital wave has disrupted the consumer
packaged goods (CPG) industry – driving
companies to transform into leaner, data-centric
enterprises, by leveraging cloud, mobility, the
Internet of Things (IoT), pervasive analytics, and
automation. Industry players are already investing
heavily in these technologies as they recast their
existing business capabilities, such as product
placement, marketing content development,
customer connects, supply chain, and sales
operation, to align with market needs. Before
embarking on this journey, they need to take into
account the new set of key performance indicators
(KPIs) to align enterprise transformation with
organizational strategies.
With high expectations on the benets disruptive
technologies promise, we delve into the guiding
principles and new ways of measuring enterprise
changes across the CPG value chain processes and
functions. The paper emphasizes the need for a
KPI-driven approach with the changing face of key
metrics, while working toward achieving
enterprise-wide standardization, simplication, and
digital excellence.
WHITE PAPER
Measuring Process Performance
In an increasingly competitive market, implementing and
expecting results from point solutions for select business and
IT processes could be detrimental for an enterprise. For
example, launching e-procurement channels for suppliers,
without a proper channel collaboration and logistics plan in
place, would lead to poor inventory management.
However, this has not deterred leading CPG companies from
embarking on largely disruptive digital transformation
journeys. The intent is to not just change their overall IT
environment, but also the way they do business – through new
channels, targeted commerce, insight-driven forecasting and
sales, distributor and retailer collaborations, to name a few.
For organizations to realize the desired outcomes from such
initiatives, they need to take control of all the changes that are
impacting specic CPG processes. Failing to do so will not only
increase program costs and process inefciencies, but also
result in revenue and market-share depletion. The world has
seen multiple such instances where some an enterprise has
had to abort a multi-year digital initiative after failing to realize
desired benets in an organized manner.
To start with, let’s focus on the more critical CPG value chain
processes – Procure-to-Pay (P2P) and Order-to-Cash (O2C).
The functional coverage of these processes is illustrated in
Figure 1.
WHITE PAPER
APQC’s Open
Standards 1Benchmarking
reveals that taking a
holistic view of
process performance
is far more effective
than a siloed view
for organization level
strategic decisions.
Figure 1: Functional Map of P2P and O2C Processes with CPG Value Chain
§ Requirement Planning§ Supplier Quotation§ PO Creation§ Supplier Scheduling§ Goods Receipt, V&V and Quality Control§ Invoice Processing§ Payment and Settlement§ Dispute Management§ Reporting§ Supplier Management
§ Order Management§ Credit Management § Order Ful�lment§ Logistics – Shipping and Transportation§ Invoicing and Accounts Receivable§ Collection§ Reporting
Strategic Planning
Finance Management
New Product Development
ProcurementManufacturing and Inventory Management
Marketing and Sales
Delivery Customer and Consumer Services
Procure to Pay (P2P)
Order to Cash (O2C)
Selecting the Right Indicators for
Measurement
When measuring the progress of a digital transformation
initiative, CPG enterprises need to track the impact of changes
in both existing operations and on the required outcome. An
initial set of KPIs is required to assess the progress in
digitalizing the CPG value chain – R&D, sales and marketing
operations, procurement, logistics, and customer service. The
second set of business KPIs is required to assess the impact of
these changes on new digital business models – sales and
revenue, market share, brand equity, and customer
satisfaction— that will clearly differentiate the new state from
the non-digital ones.
Organizations should therefore change their current outlook to
KPI measurement and deploy a new model to keep the journey
on track. Broadly, these KPIs can be categorized into digital
and enterprise KPIs.
n Digital business KPIs depict the degree of optimization
that the disruptive initiatives will have on the current
business model
n Enterprise KPIs are re-casted business performance
indicators that measure the impact on the business outcome
Along with the right set of KPIs, organizations would also need
a robust KPI measurement framework rigorous enough to not
only measure the KPIs against benchmarks, but also identify
the improvement levers for an organization to meet and cross
those benchmarks.
WHITE PAPER
Digital business KPIs
are designed to
evaluate the degree
of progress in
becoming a digital
organization — which
in turn leads to a
change in business
performance that is
reected in the
enterprise KPIs
measured at the
corporate level.
WHITE PAPER
According to APQC’s
Open Standards
Benchmarking,
Procurement
automation has been
adopted by a majority
of the organizations
with 82% of them
already using e-
procurement, while
6% plan to adopt it
within next two
years, and 12% have
no plans to engage in
e-procurement
Performance Indicators for the Procure-to-
Pay (P2P) Process
The P2P function has a considerable impact on the bottom-line
– 5% reduction in procurement costs can increase around 3%
in net prots for an organization. While operating in a complex
multi-vendor environment, companies can hope to improve
efciency through strategic collaboration and digital automation
across processes.
We worked with a leading CPG enterprise to digitalize its P2P
processes. Figure 2 illustrates the next-gen business KPIs and
the benets the company accrued. The future-ready
procurement function was reimagined leveraging the following
ve digital solutions:
n Digital supplier collaboration – to improve collaborative
demand planning, real-time inventory visibility at different
CPG nodes as well as predictive analytics-based supply data
management.
n Procurement self-service – to facilitate category and
tactical procurement through self-service capability that
enables process efciency and cost reduction.
n Global process standardization – to improve
procurement results and decrease operating costs through
spend visibility, inventory visibility, and supply chain control.
n Digital supply chain integration – for global access to
centralized information as well as real-time update of
inventory movements throughout the value chain (for the
ease of business operations and to improve productivity
through process agility and exibility).
n Automated invoicing and validation – with robotic
process automation (RPA) to help automate repeatable
processes, resulting in cost savings as well as reduction in
invoicing errors.
WHITE PAPER
Performance Indicators for the
Order-to-Cash (O2C) Process
Digital automation and data dissemination is rapidly changing
the O2C operations for CPG enterprises. A leading global
electronics major introduced omni-channel fullment and
revamped its ecommerce and digital channels, resulting in
some 8% increase in sales and 10% improvement in inventory
turnover. Figure 3 illustrates some of the digital solutions and
corresponding KPIs in the O2C process:
n Order management through digital channels:
Consistent experiences at customer self-service portals is
critical for driving online sales. Supported by targeted
marketing, this ensures comprehensive improvement in
sales for an organization.
n Data-driven sales force enablement: An integrated and
digitally-enabled sales force is going to close a critical gap in
the overall CPG value chain, playing an important role in
terms of brand development and sales growth. Data-driven
sales will also help align the supply chain with
manufacturing to enable leaner operations.
n Digitalizing logistics and its control tower: Digitalizing
supply chain logistics with a focus on data management,
visibility, and usage will bring in predictability to overall
inventory movement.
A leading CPG major
improved its sales
force productivity by
15% using a guided
order management
solution.
Supplier Collaboration
Digital Supplier Collaboration
Invoicing, Payment & Settlement
Automate Invoicing and validation
Procurement
Digital Supplier SC Integration
Goods Receipt
Procurement Self Service
Process standardization
Figure 2: Digital KPIs and benets for P2P Process for CPG (illustrative)
2020 goal
Today
20%-60%reduced POcycle time
5-10% improved forecasting
3-5% improvementin OOS
Today
Today
Today
Today
2020 goal
2020 goal
2022goal
2020 goal
2020 goal
2022goal
20%
70%
30%
Category based purchaseexperience
Improved Compliance
10-30% Decrease operating costs
5%
10%-20%improved Fleet utilization
Improved OTIF 2%-8%
> 20% improvement in Captured discounts
20% -50% Reduction in duplicate payments
75%
20%
80%
40%
90%
70%
50%
<10%
% of Data exchange through Digital channel
(e-Procurement, e-Sourcing)
% of Procurement through Self Service
Channel
% of Global Process that are standardized
% of Logistics that are cloud enabled
% of shipping tracked online
% of PO that are cleared though online
approvals
Source: TCS CPG Market Research
Illustration
WHITE PAPER
n Digitally integrated nance management: Organizations
are already shifting away from monolithic ways of operating
toward cloud based, loosely-couple micro-services
capabilities for ensuring seamless information ow. Finance
is the middle man for such initiatives as it connects both the
demand and supply side to elevate customer experience.
The Road Ahead: Enabling Growth with an
Effective Reporting Framework
Our on-the-ground observations of how the industry is
progressing lead us to believe that most leading global CPG
rms have already embarked on digital journeys. Some of the
key solutions being leveraged in this regard are:
Digital marketing and ecommerce channels – to revamp
product marketing through microsites and offer ecommerce
channels that are homegrown or partner-supported.
n Next-gen supply chain operation: through integrated
distribution management systems, omni channel fullments,
control towers, integrated warehouse management, and
automation.
n Data aggregation and pervasive analytics: for
information-based demand sensing and forecasting.
n Manufacturing automation and digitization
Figure 3: Digital KPIs and benets for O2C Process for CPG (illustrative)
Digitalizing Network planning and logistics
Manage Sales Order
Orders through Digital Channels
Data driven Sales
force enablement
Order fullmentCustomer Credits and Finance
Management
Logistics Control Tower
Digitally Integrated
Finance Management
% of Revenue through Digital Channels
5%Today
2020 goal15%
% of Finance data that are digitally integrated
20%
Today
2020 goal70%
% of Sales growth through Strategic Decision making
(data driven)
<10%
Today
2020 goal
50%10%-20% reduced cost of Sales
8-10% improved conversion
20%-30% shortened Selling process
20% -50% improvement in billing cycle
Improved OTIF 10%-20%
% of Connected Assets
Today
5%
20%
50%
1.5X – 2X more distribution coverage
5% - 25% reduced revenue leakage &5% - 10% improvement in DSO
% of Fleet with real-time tracking
20%Today
75%
2020 goal
10-20% lower cost of distribution
10-30% Improvement in eet utilization
2%-5% revenue increase
2020 goal
# of triggers driven by real-time analytics
15%
40-70% total value of Sales jump
10%-20% reduced logistics cost
n Sales force automation: for real-time visibility to enable
improved order capture and customer satisfaction.
n Workforce automation
Setting up a KPI-value framework will give CPG organizations
the leading edge during any disruptive enterprise
transformation, helping them take control of activities and
tasks in a systematic and inclusive manner. Figure 4 below
provides the broad level guidelines – highlighting the primary
activities to be considered when establishing such a
framework.
Digital is not a new concept, and CPG majors are already at
the cusp of making the transition. However, it is recommended
that enterprises take a holistic view of the changes across an
organization and more specically, across the CPG mega-
processes. While initiating any transformation program,
organizations need to have the right measures aligned to their
goals in order to ensure success using a KPI-driven approach.
References1. APQC Process Classication Framework, accessed on January 15, 2018,
https://www.apqc.org/knowledge-base/documents/building-process-maps-how-use-
process-classication-framework
WHITE PAPER
Identify and dene next-gen business KPIs
Design the KPI measurement framework
Establish the framework for measuring performance
§ Identify business priorities and establish mechanism for performance measurement
§ Identify performance indicators based on the desired impact or result
§ Map the KPIs with business goals and strategies
§ Dene the data sources to measure performance metrics
§ Zero in on the monitoring tool and platform
§ Identify business, IT, and external stakeholders and communicate the RACI activities for desired KPIs
§ Finalize the KPI measuring process and governance mechanism
§ Finalize KPI algorithm(s)
§ Design the data storage and the integration touch-points
§ Design KPI Insight(s) and report(s)
§ Develop integration and populate the logical data model for KPI measurement
§ Establish the KPI measuring and monitoring process and RACI
§ Automate KPI-runs
§ Measure and monitor KPIs
§ Institutionalize KPI governance
Figure 4: Guidelines to set up the KPI-Value Framework
WHITE PAPER
All content / information present here is the exclusive property of Tata Consultancy Services Limited (TCS). The content / information contained here is correct at the time of publishing. No material from here may be copied, modified, reproduced, republished, uploaded, transmitted, posted or distributed in any form without prior written permission from TCS. Unauthorized use of the content / information appearing here may violate copyright, trademark
and other applicable laws, and could result in criminal or civil penalties. Copyright © 2019 Tata Consultancy Services Limited
About Tata Consultancy Services Ltd (TCS)
Tata Consultancy Services is an IT services, consulting and business solutions
organization that delivers real results to global business, ensuring a level of
certainty no other firm can match. TCS offers a consulting-led, integrated portfolio
of IT and IT-enabled, infrastructure, engineering and assurance services. This is TMdelivered through its unique Global Network Delivery Model , recognized as the
benchmark of excellence in software development. A part of the Tata Group,
India’s largest industrial conglomerate, TCS has a global footprint and is listed on
the National Stock Exchange and Bombay Stock Exchange in India.
For more information, visit us at www.tcs.com
TCS
Des
ign
Serv
ices
I M
I 01
I 19
About The Author
Sombit Neogi
Sombit Neogi is a senior
functional consultant with TCS.
He has over 20 years of
experience in providing advisory
services and IT solutioning
support to CPG enterprises
across the globe. Neogi has led
multiple consulting
engagements across IT strategy
for mergers and acquisitions,
divestitures, IT transformations,
and simplification. He has also
authored several position papers
and thought leadership articles
on domain-led innovation and
productivity improvement across
CPG value chains. Neogi holds a
Bachelor’s degree in Mechanical
Engineering from Jadavpur
University, India.
Contact
Visit the page on Consumer Packaged Goods www.tcs.com
Email: [email protected]
Subscribe to TCS White Papers
TCS.com RSS: http://www.tcs.com/rss_feeds/Pages/feed.aspx?f=wFeedburner: http://feeds2.feedburner.com/tcswhitepapers