going beyond the data 2014
DESCRIPTION
Long before the term ‘big’ was first applied to data, organizations were struggling to make sense of all the information they had. Over the past 5 years, that focus on data has started to shift. To gain a more concrete understanding of the opportunities and challenges that data and analytics (D&A) presents, KPMG International commissioned FT Remark to survey 144 CFOs and CIOs from major corporations around the world (those with more than US$1 billion in annual turnover).TRANSCRIPT
Going beyond the data KPMG Capital www.kpmg.com/kpmgcapital
KPMG International D&A Survey January 2014
© 2014 KPMG International Cooperative ("KPMG International"), a Swiss entity. Member firms of the KPMG network of independent firms are affiliated with KPMG International. KPMG International provides no client services. No member firm has any authority to obligate or bind KPMG International or any other member firm vis-à-vis third parties, nor does KPMG International have any such authority to obligate or bind any member firm. All rights reserved.
KPMG Capital Limited and KPMG Capital Holding Limited comprise an investment fund for KPMG member firms. The investment fund is not open to third-party investment and will not, itself, provide professional services to clients. KPMG Capital Limited and KPMG Capital Holding Limited are legally distinct and separate from KPMG International Cooperative and each KPMG member firm.
About the survey
Long before the term ‘big’ was first applied to data, organizations were struggling to make sense of all the information they had. Over the past 5 years, that focus on data has started to shift.
Today, the issue is no longer about owning the most data but rather about how to gain the most insight from it. In short, how to turn data into insights, and insights into real business advantage.
To gain a more concrete understanding of the opportunities and challenges that data and analytics (D&A) presents, KPMG International commissioned FT Remark to survey 144 CFOs and CIOs from major corporations around the world (those with more than US$1 billion in annual turnover).
All interviews were conducted in August 2013, with the responses aggregated and analyzed for use in this report.
© 2014 KPMG International Cooperative ("KPMG International"), a Swiss entity. Member firms of the KPMG network of independent firms are affiliated with KPMG International. KPMG International provides no client services. No member firm has any authority to obligate or bind KPMG International or any other member firm vis-à-vis third parties, nor does KPMG International have any such authority to obligate or bind any member firm. All rights reserved.
KPMG Capital Limited and KPMG Capital Holding Limited comprise an investment fund for KPMG member firms. The investment fund is not open to third-party investment and will not, itself, provide professional services to clients. KPMG Capital Limited and KPMG Capital Holding Limited are legally distinct and separate from KPMG International Cooperative and each KPMG member firm.
Key findings
Businesses are aware of the value that lies within their data
The majority of our respondents view data and analytics as important to their growth strategy, with more than half (56 percent) saying that they have changed their business strategy to meet the challenges of D&A.
But they may not fully comprehend its true potential
A staggering 96 percent of respondents agree to varying extents that they could be better utilizing D&A.
Integrating data and analytics into existing systems is a challenge
Integrating data technology into existing systems and/or business models is one of the biggest challenges their companies have faced regarding data capture.
And investing in the right solution is not as easy as it may seem
The vast majority of interviewees (85 percent) said that one of their biggest challenges is implementing the right solutions to accurately analyze and interpret the data.
© 2014 KPMG International Cooperative ("KPMG International"), a Swiss entity. Member firms of the KPMG network of independent firms are affiliated with KPMG International. KPMG International provides no client services. No member firm has any authority to obligate or bind KPMG International or any other member firm vis-à-vis third parties, nor does KPMG International have any such authority to obligate or bind any member firm. All rights reserved.
KPMG Capital Limited and KPMG Capital Holding Limited comprise an investment fund for KPMG member firms. The investment fund is not open to third-party investment and will not, itself, provide professional services to clients. KPMG Capital Limited and KPMG Capital Holding Limited are legally distinct and separate from KPMG International Cooperative and each KPMG member firm.
D&A - a boardroom issue
Q. 1: How important is the use of data and analytics to your company’s current growth strategy?
26%
29%
21%
28%
43%
31%
51%
48%
17%
15%
21%
16%
13%
25%
5%
8%
1%
3%
0% 20% 40% 60% 80% 100%
Overall
EMEA
Asia-Pacific
Americas
Crucially important
Very important
Important
Somewhat important
Not at all important
Note: Regional results are provided for illustrative purposes only. Overall results include data from respondents outside of these regions.
© 2014 KPMG International Cooperative ("KPMG International"), a Swiss entity. Member firms of the KPMG network of independent firms are affiliated with KPMG International. KPMG International provides no client services. No member firm has any authority to obligate or bind KPMG International or any other member firm vis-à-vis third parties, nor does KPMG International have any such authority to obligate or bind any member firm. All rights reserved.
KPMG Capital Limited and KPMG Capital Holding Limited comprise an investment fund for KPMG member firms. The investment fund is not open to third-party investment and will not, itself, provide professional services to clients. KPMG Capital Limited and KPMG Capital Holding Limited are legally distinct and separate from KPMG International Cooperative and each KPMG member firm.
D&A has been on the agenda for a while
Q. 2: For how many years would you say your company has been utilizing data and analytics?
35%
31%
33%
36%
41%
38%
46%
42%
19%
25%
18%
18%
1%
2%
2%
3%
4%
3%
2%
0% 20% 40% 60% 80% 100%
Overall
EMEA
Asia-Pacific
Americas
>5 years
2-5 years
1-2 years
<1 year
My company does not utilize data and analytics
Note: Regional results are provided for illustrative purposes only. Overall results include data from respondents outside of these regions.
© 2014 KPMG International Cooperative ("KPMG International"), a Swiss entity. Member firms of the KPMG network of independent firms are affiliated with KPMG International. KPMG International provides no client services. No member firm has any authority to obligate or bind KPMG International or any other member firm vis-à-vis third parties, nor does KPMG International have any such authority to obligate or bind any member firm. All rights reserved.
KPMG Capital Limited and KPMG Capital Holding Limited comprise an investment fund for KPMG member firms. The investment fund is not open to third-party investment and will not, itself, provide professional services to clients. KPMG Capital Limited and KPMG Capital Holding Limited are legally distinct and separate from KPMG International Cooperative and each KPMG member firm.
Q. 3: Given the rapid pace at which technology and analytics develops, how difficult is it for your company to make decisions around analyzing data?
But most companies experience difficulties analyzing data
Not at all difficult Very difficult Difficult Somewhat difficult
26%
12% 60%
2%
27%
26%
45%
2%
21%
16% 63%
Americas Asia-Pacific EMEA
Note: Regional results are provided for illustrative purposes only. Overall results include data from respondents outside of these regions.
© 2014 KPMG International Cooperative ("KPMG International"), a Swiss entity. Member firms of the KPMG network of independent firms are affiliated with KPMG International. KPMG International provides no client services. No member firm has any authority to obligate or bind KPMG International or any other member firm vis-à-vis third parties, nor does KPMG International have any such authority to obligate or bind any member firm. All rights reserved.
KPMG Capital Limited and KPMG Capital Holding Limited comprise an investment fund for KPMG member firms. The investment fund is not open to third-party investment and will not, itself, provide professional services to clients. KPMG Capital Limited and KPMG Capital Holding Limited are legally distinct and separate from KPMG International Cooperative and each KPMG member firm.
Q. 4: What are the biggest challenges your company has faced regarding data capture specifically?
Knowing what data to collect – and how to integrate it – is a headache for executives
Biggest challenges
42% Integrating data technology into existing systems/business models
36% Capacity to capture all data from all areas of the business
26% Identifying what data to collect
© 2014 KPMG International Cooperative ("KPMG International"), a Swiss entity. Member firms of the KPMG network of independent firms are affiliated with KPMG International. KPMG International provides no client services. No member firm has any authority to obligate or bind KPMG International or any other member firm vis-à-vis third parties, nor does KPMG International have any such authority to obligate or bind any member firm. All rights reserved.
KPMG Capital Limited and KPMG Capital Holding Limited comprise an investment fund for KPMG member firms. The investment fund is not open to third-party investment and will not, itself, provide professional services to clients. KPMG Capital Limited and KPMG Capital Holding Limited are legally distinct and separate from KPMG International Cooperative and each KPMG member firm.
Achieving insights - and knowing what to do with them - is a challenge Q. 5: What are the biggest challenges your company has faced regarding data analytics
specifically?
Implementing the right solutions to accurately analyze and interpret
the data
Identifying the right risk indicators/risk parameters
Reacting in a timely fashion to insights as they arise
1 Rank 2
Rank 3
Rank
© 2014 KPMG International Cooperative ("KPMG International"), a Swiss entity. Member firms of the KPMG network of independent firms are affiliated with KPMG International. KPMG International provides no client services. No member firm has any authority to obligate or bind KPMG International or any other member firm vis-à-vis third parties, nor does KPMG International have any such authority to obligate or bind any member firm. All rights reserved.
KPMG Capital Limited and KPMG Capital Holding Limited comprise an investment fund for KPMG member firms. The investment fund is not open to third-party investment and will not, itself, provide professional services to clients. KPMG Capital Limited and KPMG Capital Holding Limited are legally distinct and separate from KPMG International Cooperative and each KPMG member firm.
Many businesses are changing their strategy to rise to the challenge of D&A
Q. 6A: Has your business strategy changed to exploit the opportunities and meet the challenges posed by big data over the past 12-24 months?
No Yes
38%
63%
42%
58%
44%
56% 50% 50% Americas Asia-Pacific EMEA Overall
Note: Regional results are provided for illustrative purposes only. Overall results include data from respondents outside of these regions.
© 2014 KPMG International Cooperative ("KPMG International"), a Swiss entity. Member firms of the KPMG network of independent firms are affiliated with KPMG International. KPMG International provides no client services. No member firm has any authority to obligate or bind KPMG International or any other member firm vis-à-vis third parties, nor does KPMG International have any such authority to obligate or bind any member firm. All rights reserved.
KPMG Capital Limited and KPMG Capital Holding Limited comprise an investment fund for KPMG member firms. The investment fund is not open to third-party investment and will not, itself, provide professional services to clients. KPMG Capital Limited and KPMG Capital Holding Limited are legally distinct and separate from KPMG International Cooperative and each KPMG member firm.
Respondents are focusing on increasing the capacity to analyze – and action on the results Q. 6B: If yes, in what capacity has your business strategy changed?
Note: Regional results are provided for illustrative purposes only. Overall results include data from respondents outside of these regions.
Increase the capacity (either
hardware or personnel) to
analyze big data
Attaining management buy-
in for big data collection and
analysis
Honing the parameters for data collection
Putting insights garnered from big data into practice in a timely way
Americas
Asia-Pacific
EMEA
Overall
© 2014 KPMG International Cooperative ("KPMG International"), a Swiss entity. Member firms of the KPMG network of independent firms are affiliated with KPMG International. KPMG International provides no client services. No member firm has any authority to obligate or bind KPMG International or any other member firm vis-à-vis third parties, nor does KPMG International have any such authority to obligate or bind any member firm. All rights reserved.
KPMG Capital Limited and KPMG Capital Holding Limited comprise an investment fund for KPMG member firms. The investment fund is not open to third-party investment and will not, itself, provide professional services to clients. KPMG Capital Limited and KPMG Capital Holding Limited are legally distinct and separate from KPMG International Cooperative and each KPMG member firm.
Q. 7A: Over the past 5 years, approximately how much additional revenue and/or cost savings do you estimate your company has achieved as a result of insights gained from data and analytics and/or IT?
Businesses see cost savings and revenue growth through improved D&A technology
10%
35%
11%
25%
9%
6% 4% 13%
19%
12%
13%
14%
15%
13%
Additional Revenue Cost Savings
None
1-10m
11-25m
26-100m
101-250m
251-500m
>500m
Past five years
All figures in US$
© 2014 KPMG International Cooperative ("KPMG International"), a Swiss entity. Member firms of the KPMG network of independent firms are affiliated with KPMG International. KPMG International provides no client services. No member firm has any authority to obligate or bind KPMG International or any other member firm vis-à-vis third parties, nor does KPMG International have any such authority to obligate or bind any member firm. All rights reserved.
KPMG Capital Limited and KPMG Capital Holding Limited comprise an investment fund for KPMG member firms. The investment fund is not open to third-party investment and will not, itself, provide professional services to clients. KPMG Capital Limited and KPMG Capital Holding Limited are legally distinct and separate from KPMG International Cooperative and each KPMG member firm.
Q. 7B: Over the past year, approximately how much additional revenue and/or cost savings do you estimate your company has achieved as a result of insights gained from data and analytics and/or IT?
Businesses see cost savings and revenue growth through improved D&A technology
0.10%
0.35%
0.09%
0.18%
0.21%
0.03% 0.03%
0.06%
0.50%
0.10%
0.27%
0.03% 0.01% 0.03%
Additional Revenue Cost Savings
None
1-10m
11-25m
26-100m
101-250m
251-500m
>500m
Past year
All figures in US$
© 2014 KPMG International Cooperative ("KPMG International"), a Swiss entity. Member firms of the KPMG network of independent firms are affiliated with KPMG International. KPMG International provides no client services. No member firm has any authority to obligate or bind KPMG International or any other member firm vis-à-vis third parties, nor does KPMG International have any such authority to obligate or bind any member firm. All rights reserved.
KPMG Capital Limited and KPMG Capital Holding Limited comprise an investment fund for KPMG member firms. The investment fund is not open to third-party investment and will not, itself, provide professional services to clients. KPMG Capital Limited and KPMG Capital Holding Limited are legally distinct and separate from KPMG International Cooperative and each KPMG member firm.
Q. 7C: Over the next year, approximately how much additional revenue and/or cost savings do you estimate your company has achieved as a result of insights gained from data and analytics and/or IT?
Businesses see cost savings and revenue growth through improved D&A technology
5%
20%
24%
16%
15%
17%
5% 3%
44%
13%
21%
15%
5%
None
1-10m
11-25m
26-100m
101-250m
251-500m
>500m
Additional Revenue Cost Savings
Next year
All figures in US$
© 2014 KPMG International Cooperative ("KPMG International"), a Swiss entity. Member firms of the KPMG network of independent firms are affiliated with KPMG International. KPMG International provides no client services. No member firm has any authority to obligate or bind KPMG International or any other member firm vis-à-vis third parties, nor does KPMG International have any such authority to obligate or bind any member firm. All rights reserved.
KPMG Capital Limited and KPMG Capital Holding Limited comprise an investment fund for KPMG member firms. The investment fund is not open to third-party investment and will not, itself, provide professional services to clients. KPMG Capital Limited and KPMG Capital Holding Limited are legally distinct and separate from KPMG International Cooperative and each KPMG member firm.
Q. 8: What percentage of sales do you plan to spend on data and analytics and/or IT in the next two years?
Significant future investment in D&A and/or IT
14%
14%
30%
27%
14%
1%
0 % 5 % 10 % 15 % 20 % 25 % 30 %
0%
1-5%
6-10%
11-20%
21-40%
Over 40%
Perc
enta
ge o
f sal
es
Note: Regional results are provided for illustrative purposes only. Overall results include data from respondents outside of these regions.
© 2014 KPMG International Cooperative ("KPMG International"), a Swiss entity. Member firms of the KPMG network of independent firms are affiliated with KPMG International. KPMG International provides no client services. No member firm has any authority to obligate or bind KPMG International or any other member firm vis-à-vis third parties, nor does KPMG International have any such authority to obligate or bind any member firm. All rights reserved.
KPMG Capital Limited and KPMG Capital Holding Limited comprise an investment fund for KPMG member firms. The investment fund is not open to third-party investment and will not, itself, provide professional services to clients. KPMG Capital Limited and KPMG Capital Holding Limited are legally distinct and separate from KPMG International Cooperative and each KPMG member firm.
a
Businesses are already seeing the value from their D&A strategy Q. 9: What has your business gained from data and analytics?
(Highlights of comments from respondents below)
• A more stream-lined, efficient business model • Deeper insights in the trends that are hitting the market • Savings in costs and revenues, less time • Efficiency • Streamlined operations • It has helped us to gain profit margin
• Forecast demand accurately, helping to predict the new trends and changing requirements by the customers
• To outperform competition • Keeping our business on track with customer demand,
keeping a tab on the competitors and thus contributing significantly towards R&D and enhancing growth in key areas
• Find insights that drive smarter decisions
© 2014 KPMG International Cooperative ("KPMG International"), a Swiss entity. Member firms of the KPMG network of independent firms are affiliated with KPMG International. KPMG International provides no client services. No member firm has any authority to obligate or bind KPMG International or any other member firm vis-à-vis third parties, nor does KPMG International have any such authority to obligate or bind any member firm. All rights reserved.
KPMG Capital Limited and KPMG Capital Holding Limited comprise an investment fund for KPMG member firms. The investment fund is not open to third-party investment and will not, itself, provide professional services to clients. KPMG Capital Limited and KPMG Capital Holding Limited are legally distinct and separate from KPMG International Cooperative and each KPMG member firm.
Clients want insights
Q. 10: What do you feel are the key benefits of using data and analytics?
Identifying insights that would otherwise have been missed
62% 69% 71% 65%
Analyzing with greater speed 73% 87% 82% 79%
More sophisticated/ granular insights 38% 77% 76% 59%
Cost savings due to improved efficiency 62% 51% 63% 58%
Note: Regional results are provided for illustrative purposes only. Overall results include data from respondents outside of these regions.
EMEA Americas Asia-Pacific Overall
© 2014 KPMG International Cooperative ("KPMG International"), a Swiss entity. Member firms of the KPMG network of independent firms are affiliated with KPMG International. KPMG International provides no client services. No member firm has any authority to obligate or bind KPMG International or any other member firm vis-à-vis third parties, nor does KPMG International have any such authority to obligate or bind any member firm. All rights reserved.
KPMG Capital Limited and KPMG Capital Holding Limited comprise an investment fund for KPMG member firms. The investment fund is not open to third-party investment and will not, itself, provide professional services to clients. KPMG Capital Limited and KPMG Capital Holding Limited are legally distinct and separate from KPMG International Cooperative and each KPMG member firm.
Businesses are looking to innovation – but realize they also need to improve existing operations Q. 11: What has your business’s use of data and analytics focused on?
37%
32%
30%
2%
A combination of the above
Innovations (e.g. identifying new business opportunities or customer retention
Operational improvements (e.g. process or performance efficiencies)
Other/None
© 2014 KPMG International Cooperative ("KPMG International"), a Swiss entity. Member firms of the KPMG network of independent firms are affiliated with KPMG International. KPMG International provides no client services. No member firm has any authority to obligate or bind KPMG International or any other member firm vis-à-vis third parties, nor does KPMG International have any such authority to obligate or bind any member firm. All rights reserved.
KPMG Capital Limited and KPMG Capital Holding Limited comprise an investment fund for KPMG member firms. The investment fund is not open to third-party investment and will not, itself, provide professional services to clients. KPMG Capital Limited and KPMG Capital Holding Limited are legally distinct and separate from KPMG International Cooperative and each KPMG member firm.
Q. 12: From your perspective, how much more benefit do you feel your organization could reap from better utilizing D&A?
Almost all executives believe they could be doing it better
56%
42%
79%
47%
40%
49%
18%
51%
4%
9%
3%
2%
0 % 20 % 40 % 60 % 80 % 100 %
Overall
EMEA
Asia-Pacific
Americas
We could benefit more from better utilizing data and analytics
We could benefit somewhat from better utilizing data and analytics
We could not benefit any more from better utilizing data and analytics
Note: Regional results are provided for illustrative purposes only. Overall results include data from respondents outside of these regions.
© 2014 KPMG International Cooperative ("KPMG International"), a Swiss entity. Member firms of the KPMG network of independent firms are affiliated with KPMG International. KPMG International provides no client services. No member firm has any authority to obligate or bind KPMG International or any other member firm vis-à-vis third parties, nor does KPMG International have any such authority to obligate or bind any member firm. All rights reserved.
KPMG Capital Limited and KPMG Capital Holding Limited comprise an investment fund for KPMG member firms. The investment fund is not open to third-party investment and will not, itself, provide professional services to clients. KPMG Capital Limited and KPMG Capital Holding Limited are legally distinct and separate from KPMG International Cooperative and each KPMG member firm.
But they feel they have integrated D&A their business quite successfully already Q. 13: How effectively do you feel you have integrated data and analytics into the following
areas of your business? (Rated on a scale of 1 to 6, where 6 is very effective)
4.18
4.33
4.47
4.49
4.65
4.65
4.65
4.72
1 2 3 4 5 6
Operations
Customer service
Research & development
IT
Sales & marketing
Finance
Regulatory, compliance, and/or legal
Human resources
Least effective Very effective
© 2014 KPMG International Cooperative ("KPMG International"), a Swiss entity. Member firms of the KPMG network of independent firms are affiliated with KPMG International. KPMG International provides no client services. No member firm has any authority to obligate or bind KPMG International or any other member firm vis-à-vis third parties, nor does KPMG International have any such authority to obligate or bind any member firm. All rights reserved.
KPMG Capital Limited and KPMG Capital Holding Limited comprise an investment fund for KPMG member firms. The investment fund is not open to third-party investment and will not, itself, provide professional services to clients. KPMG Capital Limited and KPMG Capital Holding Limited are legally distinct and separate from KPMG International Cooperative and each KPMG member firm.
There are some major barriers to overcome
Q. 14: What do you perceive to be the biggest barriers to implementing a data and analytics strategy across the business?
Identifying what data to collect
Capacity to capture and analyze all data from all areas of the business
Implementing the right solution to accurately analyze and
interpret the data
1 Rank
2 Rank 3
Rank
© 2014 KPMG International Cooperative ("KPMG International"), a Swiss entity. Member firms of the KPMG network of independent firms are affiliated with KPMG International. KPMG International provides no client services. No member firm has any authority to obligate or bind KPMG International or any other member firm vis-à-vis third parties, nor does KPMG International have any such authority to obligate or bind any member firm. All rights reserved.
KPMG Capital Limited and KPMG Capital Holding Limited comprise an investment fund for KPMG member firms. The investment fund is not open to third-party investment and will not, itself, provide professional services to clients. KPMG Capital Limited and KPMG Capital Holding Limited are legally distinct and separate from KPMG International Cooperative and each KPMG member firm.
Many companies are already integrating D&A into their business Q. 15: Have you taken any of the following steps to help integrate data and analytics into your
business? Chart shows 'yes' responses only.
Note: Regional results are provided for illustrative purposes only. Overall results include data from respondents outside of these regions.
© 2014 KPMG International Cooperative ("KPMG International"), a Swiss entity. Member firms of the KPMG network of independent firms are affiliated with KPMG International. KPMG International provides no client services. No member firm has any authority to obligate or bind KPMG International or any other member firm vis-à-vis third parties, nor does KPMG International have any such authority to obligate or bind any member firm. All rights reserved.
KPMG Capital Limited and KPMG Capital Holding Limited comprise an investment fund for KPMG member firms. The investment fund is not open to third-party investment and will not, itself, provide professional services to clients. KPMG Capital Limited and KPMG Capital Holding Limited are legally distinct and separate from KPMG International Cooperative and each KPMG member firm.
Q. 16A: Have customer analytics helped to increase sales?
Customer analytics is driving sales
19%
16%
32%
14%
45%
40%
32%
56%
28%
36%
30%
20%
8%
9%
5%
10%
0 % 10 % 20 % 30 % 40 % 50 % 60 % 70 % 80 % 90 % 100 %
Overall
EMEA
Asia-Pacific
Americas
Greatly increase
Increase
Somewhat increase
No increase
Note: Regional results are provided for illustrative purposes only. Overall results include data from respondents outside of these regions.
© 2014 KPMG International Cooperative ("KPMG International"), a Swiss entity. Member firms of the KPMG network of independent firms are affiliated with KPMG International. KPMG International provides no client services. No member firm has any authority to obligate or bind KPMG International or any other member firm vis-à-vis third parties, nor does KPMG International have any such authority to obligate or bind any member firm. All rights reserved.
KPMG Capital Limited and KPMG Capital Holding Limited comprise an investment fund for KPMG member firms. The investment fund is not open to third-party investment and will not, itself, provide professional services to clients. KPMG Capital Limited and KPMG Capital Holding Limited are legally distinct and separate from KPMG International Cooperative and each KPMG member firm.
Q. 16B: Have customer analytics helped to increase your understanding of your customers?
Largely because it is helping them target their customers more effectively
38%
41%
38%
38%
39%
30%
43%
40%
16%
22%
11%
14%
7%
7%
8%
8%
0 % 10 % 20 % 30 % 40 % 50 % 60 % 70 % 80 % 90 % 100 %
Overall
EMEA
Asia-Pacific
Americas
Greatly increase
Increase
Somewhat increase
No increase
Note: Regional results are provided for illustrative purposes only. Overall results include data from respondents outside of these regions.
© 2014 KPMG International Cooperative ("KPMG International"), a Swiss entity. Member firms of the KPMG network of independent firms are affiliated with KPMG International. KPMG International provides no client services. No member firm has any authority to obligate or bind KPMG International or any other member firm vis-à-vis third parties, nor does KPMG International have any such authority to obligate or bind any member firm. All rights reserved.
KPMG Capital Limited and KPMG Capital Holding Limited comprise an investment fund for KPMG member firms. The investment fund is not open to third-party investment and will not, itself, provide professional services to clients. KPMG Capital Limited and KPMG Capital Holding Limited are legally distinct and separate from KPMG International Cooperative and each KPMG member firm.
D&A is also improving the back office
Q. 17: In what areas has your business used data and analytics to improve internal operations?
© 2014 KPMG International Cooperative ("KPMG International"), a Swiss entity. Member firms of the KPMG network of independent firms are affiliated with KPMG International. KPMG International provides no client services. No member firm has any authority to obligate or bind KPMG International or any other member firm vis-à-vis third parties, nor does KPMG International have any such authority to obligate or bind any member firm. All rights reserved.
KPMG Capital Limited and KPMG Capital Holding Limited comprise an investment fund for KPMG member firms. The investment fund is not open to third-party investment and will not, itself, provide professional services to clients. KPMG Capital Limited and KPMG Capital Holding Limited are legally distinct and separate from KPMG International Cooperative and each KPMG member firm.
Q. 18: How greatly have predictive analytics helped to improve risk management across the following areas? (Please rate on a scale of 6 to 1, where 6 is the most effective)
And predictive analytics are proving to be effective at addressing risk issues
4.33
4.32
4.35
4.36
4.46
4.45
4.51
4.52
4.38
4.39
4.39
4.42
4.27
4.28
4.28
4.42
4.59
4.59
4.61
4.68
Overall
EMEA
Asia-Pacific
Americas
Strategic risk Operational risk Financial risk Compliance risk Overall risk
Note: Regional results are provided for illustrative purposes only. Overall results include data from respondents outside of these regions.
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