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THE BI Survey 15 – The Results
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Table of contents
The Sample ............................................................................................................................................. 3
Sample size and make-up ................................................................................................................... 3
Geographical distribution ..................................................................................................................... 4
Organization sizes by headcount ......................................................................................................... 4
Vertical markets ................................................................................................................................... 6
Featured products ................................................................................................................................... 7
Deployment............................................................................................................................................ 10
Percentage of BI Users in Company ................................................................................................. 10
Completion within Original Budget by Product .................................................................................. 11
Number of Users by Product ............................................................................................................. 14
Percentage of Employees Using the BI Product................................................................................ 16
Departments Using BI ........................................................................................................................ 18
Challenges ............................................................................................................................................. 19
Implementation Problems by Peer Group .......................................................................................... 19
Implementation Problems by Industry ............................................................................................... 20
Most Serious Implementation Problems ............................................................................................ 22
Most Serious Problems Encountered during Use by Business Users ............................................... 23
What Problems Do Customers Typically Encounter? ........................................................................ 24
Reasons for Replacement ................................................................................................................. 25
Reasons for Replacement by Region ................................................................................................ 26
Next Steps ............................................................................................................................................. 27
The BI Survey Analyzer Demo .......................................................................................................... 27
Purchase ............................................................................................................................................ 27
THE BI Survey 15 – The Results
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The Sample
Most surveys are conducted or sponsored by an organization based in, and focused on, one country.
However, BI is a worldwide market and we wanted, as far as possible, to capture a large international
sample. This not only presents a more accurate global picture, but also allows international variation to
be analyzed.
The three largest BI markets are the United States, Germany and the United Kingdom, so The BI Survey
15 was produced as a collaboration between organizations in each of these countries, and in partnership
with publishers and vendors in these and other countries. It features not just the well-known US products,
but also products from other regions including Europe and Australia.
Figure 1: Respondents analyzed by region (n=2971)
The net result was an extraordinarily international panel. Respondents were located in 90 countries.
Five countries had 100 or more respondents, and twelve had 50 or more; 29 countries had ten or more
respondents.
Sample size and make-up
Hundreds of thousands of people around the world were invited to participate in The BI Survey 15, using
dozens of email lists, magazines and Web sites. As in previous years, the questionnaire offered different
sets of questions for vendors and users (or consultants answering on behalf of a user). This seems to
produce better quality data as in the past some vendors pretended to be users when they saw they were
not being asked relevant questions.
Participants from last year who indicated that they would like to be part of our panel received a pre-filled
questionnaire with answers from last year’s questions that had remained the same. They were asked to
update their responses, and then to answer the new questions in this year’s Survey.
The results of the online data collected are shown in the following chart, with the numbers of responses
removed also displayed.
Responses
Total responses 3,267 100%
Filtered during data cleansing -196 -6%
Remaining after data cleansing 3,071 94%
Not yet considered buying -119 -4%
Total answering questions 2,952 90%
Figure 2: Responses removed from the samples
61%
24%
10%
3%
1%
Europe
North America
Asia and Pacific
South America
Rest of world
THE BI Survey 15 – The Results
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The number of responses is split between users, consultants and vendors. Vendors answered a different
set of questions to those answered by end users. This document focuses on the analysis of the user
results.
Responses
Users 2,110 72%
Consultants 367 12%
All users 2,477 84%
Vendors/Resellers 475 16%
Figure 3: Total responses analyzed in The BI Survey 15
Geographical distribution
One of the key objectives of The Survey is to achieve a geographically balanced sample that reflects
the current global market for BI products. Therefore the online questionnaire was published in four
languages: English, German, French and Spanish.
Having a geographically balanced sample has two major benefits:
Firstly, results of The Survey are more closely representative of the world market, rather than being
largely based on US experience, as is the case with many other surveys.
In regions where knowledge of English is sparse, such as South America and much of Asia and southern
Europe, it is difficult to obtain a good level of feedback and the BI market is less mature in these
countries. Since the fourth edition of The BI Survey, we have significantly boosted the German sample
by specifically targeting users in German-speaking countries, using a fully translated online
questionnaire. A Spanish language questionnaire was included to boost responses from Spain and Latin
America. We also used a French questionnaire, further increasing our European coverage.
Organization sizes by headcount
BI products are most commonly found in large organizations and a high percentage of the responses
we receive are from users in companies with more than 2,500 employees. Nevertheless, responses
from small organizations have been catching up over the years.
The split between respondents from small and large enterprises is well-balanced this year.
Figure 4: Frequency of employee count in respondent organization (n=2297)
32%
53%
14%
More than 2,500
100 - 2,500
Less than 100
THE BI Survey 15 – The Results
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The following chart shows the median headcount of respondents’ companies analyzed by the product
they reported on. Of the products defined in the ‘Large international vendors’ and ‘Large deployments’
peer groups there was a higher median number of employees in customer organizations than the sample
average.
Figure 5: Median employee count of user organizations analyzed by product
7500
5000
4200
4100
4000
3500
3000
2750
2500
2350
2000
1500
1500
1000
1000
1000
903
800
800
775
725
720
650
535
528
500
500
500
500
490
400
300
300
160
67.5
60
SAP BO Analysis
SAP BO WebI
Oracle BI FS
SAP BEx
IBM Cognos BI
Information Builders
SAS
SAP BO Design St.
MicroStrategy
arcplan
IBM Cognos TM1
cubus
Tableau
Infor
MS SSRS
Average of all products
Qlik
BOARD
Dimensional Insight
MS Excel & Power pro.
Pyramid Analytics
prevero
Cubeware
TARGIT
Cyberscience
Bissantz
CALUMO
Dundas
Entrinsik
Logi Analytics
Jedox
Corporate Planning
evidanza
Phocas
Yellowfin
Chartio
THE BI Survey 15 – The Results
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Vertical markets
We asked all respondents their company’s industry sector. The chart below shows the results of this
question and only includes data from respondents who answered product-related questions in The
Survey.
Manufacturing dominates the list, as it has in previous years.
Figure 6: Responses analyzed by industry (n=2543)
16%
13%
8%
7%
7%
6%
6%
6%
5%
5%
4%
3%
3%
3%
3%
2%
2%
1%
1%
Manufacturing
Retail/Wholesale/Trade
IT
Banking/Finance
Healthcare
Services (except consulting)
Process industry
Consulting
Education
Public sector
Utilities
Insurance
Transportation/Logistics
Other
Telecommunications
Media/Publishing
Construction
Oil/gas/Mining
Agriculture
THE BI Survey 15 – The Results
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Featured products
When grouping and describing the products featured in The BI Survey, we did not strictly follow the
naming conventions that the vendors use. In some cases, we combined various products to make
analysis more convenient. In those cases, we named the groups of products as shown in Figure 7. Note
that the names we use in this document are our own and are not always the official product names used
by the vendors.
One of the key reasons for this is that the products we analyze are not necessarily the latest version of
the tool. Vendors often change the product name between versions, making it difficult to have a single
official name for several versions of the same product.
Another reason is that we sometimes bundle related products into a single group to increase the sample
size, even if the vendor prefers to view them as distinct for marketing reasons. In both these cases, the
point is not to challenge the naming conventions of the vendor, but simply to reduce the complexity of
the Survey findings for the convenience of the reader. In some cases, we also shorten the names of the
products to improve the formatting of the charts.
We asked respondents explicitly about their experiences with products from a pre-defined list, with the
option to nominate other products. This list is updated each year and is based on the sample size of the
products in the previous year, as well as additional new products in the BI market. Our pre-defined list
can be found at the end of this document. In cases where respondents said they were using an ‘other’
product, but from the context it was clear that they were actually using one of the listed products, we
reclassified their data accordingly.
We solicited responses on all surviving products with more than a minimal response in the last Survey,
plus a few others whose numbers have potentially grown to the point where there is enough data to be
analyzed.
The following table shows the products included in the detailed analysis. The number of the ‘other’
responses is also included in this chart.
Product labels Product name(s) Respondents
arcplan arcplan Enterprise/Edge 69
Bissantz Bissantz DeltaMaster 88
BOARD BOARD 61
CALUMO CALUMO 37
Chartio Chartio 34
Corporate Planning Corporate Planner 39
Cubeware Cubeware Cockpit 76
cubus cubus outperform 43
Cyberscience Cyberscience Cyberquery 81
THE BI Survey 15 – The Results
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Product labels Product name(s) Respondents
Dimensional Insight Dimensional Insight 55
Dundas Dundas Dashboard 38
Entrinsik Entrinsik Informer 50
evidanza evidanza 46
IBM Cognos BI IBM Cognos BI (Cognos 8 and 10) 81
IBM Cognos TM1 IBM Cognos TM1
IBM Cognos Express 39
Infor Infor BI 51
Information Builders Information Builders WebFOCUS 36
Jedox Jedox Base and Premium 58
Logi Analytics Logi Analytics 32
MS Excel & Power pro.
Microsoft Excel
164
Microsoft Power Pivot
Microsoft Power BI
Microsoft Power View
Microsoft SharePoint Server Excel Services
MS SSRS Microsoft SQL Server Reporting Services 83
MicroStrategy MicroStrategy 81
Oracle BI FS Oracle BI Foundation Suite 59
Phocas Phocas 47
prevero prevero 8/prevero Enterprise P7 40
Pyramid Analytics Pyramid Analytics 30
Qlik Qlik QlikView 254
SAP BEx SAP Business Explorer (BEx) 86
SAP BO Analysis SAP BusinessObjects Analysis 31
SAP BO Design St. SAP BusinessObjects Design Studio 30
THE BI Survey 15 – The Results
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Product labels Product name(s) Respondents
SAP BO WebI SAP BusinessObjects Web Intelligence 92
SAS
SAS Base
35
SAS Enterprise BI
Tableau Tableau 82
TARGIT TARGIT BI Suite 44
Yellowfin Yellowfin 40
Other 202
Figure 7: Products included in the sample (excluding ‘don’t know')
The last few years have seen an increase in the proportion of German respondents. This is partly due
to cooperation with German vendors and the presence of strong German subsidiaries of international
vendors, reflected through products like arcplan, Bissantz, BOARD, Cubeware and SAP.
This year we also included a few new vendors including Chartio and CALUMO.
The following table contains the products that had responses but are not included in the detailed
analysis. In the BI Survey Analyzer these products are grouped together under the label ‘Others’.
Other products
TIBCO
Pentaho
SiSense
SAP Crystal Reports
Oracle Hyperion Planning
Oracle Hyperion Smart View
SpagoBI
Jaspersoft
prevero Prof. Planner
SAP BW IP
Qlik Sense
SAP Lumira
SAS Visual Analytics
Tagetik
Birst
Actuate
THE BI Survey 15 – The Results
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Other products
Dodeca
iDashboards
Jinfonet JReport
Prophix
Adaptive Planning
Corporater
Indicee
Figure 8: Products in the sample but not in the detailed analysis
Deployment
This section focuses on BI deployment, analyzing product usage in small, medium and large
organizations as well as types and numbers of BI users. We compare how widely products are used
and analyze the frequency of BI usage in individual departments and business functions.
Percentage of BI Users in Company
After two years of slight decline, the median percentage of “BI users in a Company” increased by more
than 2 percent on last year to over 13 percent. Out of 2,071 responses, 45 percent of companies have
less than 10 percent of employees who use BI while 12 percent have more than 50 percent of employees
using BI.
Rising use cases and buying preferences around self-service, mobile, ease of use, and support for more
concurrent users foretell growing penetration rates. As a potential early indicator, consider that while the
“less than 5 percent” and ”5 to less than 10 percent” groups in Figure 10 declined from 2014, we see
upticks for the “50 to less than 75 percent” and “More than 75 percent” groups. Though small, the
penetration tiers seeing increases confirm the desire for companies to deploy BI to more employees.
THE BI Survey 15 – The Results
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Figure 9: Percentage of BI users in company, timeline (median numbers)
(n=changing basis)
Figure 10: Percentage of BI users in company, 2014 and 2015 (n=2051/2071)
Completion within Original Budget by Product
A BI platform deployed to support a broad range of applications and groups must efficiently address
compliance, user and operational requirements. A lack of flexibility, or performance limitations, can result
in frustration and force costly investments in supporting technologies (i.e. hardware, network, database)
0%
2%
4%
6%
8%
10%
12%
14%
2012 2013 2014 2015
26%
19%
10%
10%
11%
7%
4%
6%
6%
29%
21%
9%
10%
10%
7%
4%
5%
5%
1 to less than 5%
5 to less than 10%
10 to less than 15%
15 to less than 20%
20 to less than 30%
30 to less than 40%
40 to less than 50%
50 to less than 75%
More than 75%
2015 2014
THE BI Survey 15 – The Results
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to compensate for a product’s shortcomings. We think operational efficiency and effectiveness will be
an emerging issue as vendors focus on ease of use while putting aside advancements in performance,
integration and core administrative features.
In 2015, six vendors scored above 80 percent in terms of delivering within budget: Phocas (86 percent),
Dimensional Insight (84 percent), Cyberscience (84 percent), Corporate Planning (82 percent), cubus
(82 percent) and Entrinsik (82 percent). The top six companies have a few characteristics in common:
they have spent 20+ years building and implementing their product; they offer solution accelerators
geared to specific system and/or industries; and they value customer success as witnessed by above
average customer satisfaction ratings.
While products from some established vendors often lack modern-looking interfaces and self-service,
they often possess the industry knowledge, performance and functionality that results in achieving
targeted benefits with the best time to value and satisfaction. The results show that small vendors have
better scores for completing projects on budget than large vendors.
The vendors that most frequently fall short in completing projects within budget are IBM Cognos (23
percent), SAS (19 percent), SAP BEx (15 percent), Oracle BI FS (15 percent), SAP BO WebI (14
percent) and MicroStrategy (11 percent).
THE BI Survey 15 – The Results
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Figure 11: Completion within original budget by product (n=2187)
Good Moderate Poor
Phocas 86% 14% 0%
Dimensional Insight 84% 14% 2%
Cyberscience 84% 16% 0%
Corporate Planning 82% 15% 3%
cubus 82% 18% 0%
Entrinsik 82% 16% 3%
Tableau 78% 19% 3%
Chartio 77% 23% 0%
Yellowfin 77% 18% 5%
Cubeware 76% 18% 6%
Jedox 75% 22% 4%
prevero 71% 29% 0%
arcplan 71% 23% 6%
TARGIT 71% 22% 7%
Pyramid Analytics 70% 26% 4%
MS SSRS 67% 23% 10%
evidanza 67% 26% 7%
Logi Analytics 66% 28% 7%
Bissantz 65% 31% 4%
MS Excel & Power pro. 63% 29% 8%
BOARD 63% 29% 9%
Information Builders 61% 36% 3%
Dundas 59% 35% 5%
IBM Cognos TM1 59% 35% 5%
Qlik 59% 35% 7%
SAP BO Analysis 58% 35% 6%
Infor 58% 33% 9%
CALUMO 56% 36% 8%
MicroStrategy 42% 47% 11%
IBM Cognos BI 41% 36% 23%
SAP BO Design St. 41% 56% 4%
SAS 41% 41% 19%
SAP BEx 39% 46% 15%
SAP BO WebI 39% 47% 14%
Oracle BI FS 33% 53% 15%
THE BI Survey 15 – The Results
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Number of Users by Product
Today, we have a large variety of specialized products tailored to address specific scenarios; sometimes
specific to company size, sometimes to features, and other times to types of users. For example, in the
1990s almost every product focused on data warehouse BI in large enterprises. Today, if a vendor
focuses on customer lifetime value analysis, should we view its lower user counts as negative? Many
people using a product may not equate to it being the right product. Still, with a sample size of 2,000,
the results that follow do provide basis for initial product impressions and follow-up questions.
The BI Survey process stratifies vendor user counts into three bands based on the number of users:
small, medium and large. These bands provide an interesting look at the market for BI products.
Products in the small band are niche or departmental products, while those in the large band are clearly
enterprise BI products. Those in the middle band can go either way, depending on the size of the
company. There are also interesting anomalies in each band, where some products have a wide gap
between their median and mean numbers.
Small Number of Users
BOARD, Logi Analytics and prevero lead the way with the top three positions for median number of
users in the small user band with Chartio, Yellowfin and Corporate Planning bringing up the rear.
Dundas, Logi Analytics and Tableau show a big discrepancy between their median and mean user
counts. Dundas’ whopping 663 mean indicates it has a few customers with a very large number of users.
This is likely due to the fact that some Dundas customers use the product to display performance on big
screens in call centers, factory floors and other settings with lots of users.
Logi Analytics has a high mean count likely because a large percentage of its customers embed the tool
into other applications. Tableau, on the other hand, is a desktop tool but the company has used a land-
and-expand sales tactic to land many large enterprise accounts with thousands of users.
Figure 12: Products with small numbers of users (n=2182)
Products Median Mean
BOARD 45 94
Logi Analytics 45 322
prevero 40 89
Phocas 35 58
Dundas 31 663
evidanza 30 60
Cyberscience 26 99
Bissantz 25 116
Tableau 25 284
CALUMO 21 105
Jedox 20 42
Chartio 18 37
Yellowfin 14 40
Corporate Planning 8 11
Small number of users
THE BI Survey 15 – The Results
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Medium Number of Users
Among the group of medium-sized user numbers, four products - arcplan, Microsoft Excel & Power
products, Microsoft SSRS and SAS - top the median user rank with 100 users each. Across the entire
field, arcplan, Microsoft Excel & Power Products and SAP BI Design Studio are well clear of the rest in
terms of mean user numbers, averaging over 1,200 users each.
As mentioned earlier, sometimes it’s important to distinguish between different types of users. For
example, do you need a product that can support 1,000 users who need to customize and create reports
or do they just need to receive and review dashboards that are exported to PDF documents, reducing
both ease of use and platform performance requirements.
Another factor that can influence users is focus on certain departments. For example, if a vendor focuses
on legal solutions, you would expect lower maximum user counts. This is the case with Dimensional
Insight; the company targets hospitals that track various metrics as part of performance and compliance
initiatives. As such, their user counts reflect headcounts that you would typically find at regional hospitals
and healthcare facilities.
Figure 13: Products with medium numbers of users (n=2182)
Large Number of Users
Products running in enterprise environments with a large number of BI users from multiple departments
typically face larger data volumes. They also need to enforce access models designed to govern cross-
team and cross-departmental data access if all users are to leverage a common platform.
If users across different business areas need to create and customize their own reports, the product
needs to support abstraction of source schemas, field names, and allow creation of business-friendly
names and data views.
Products Median Mean
arcplan 100 920
MS Excel & Power pro. 100 1748
MS SSRS 100 540
SAS 100 297
cubus 90 270
IBM Cognos TM1 80 116
SAP BO Design St. 80 1156
Qlik 78 262
Dimensional Insight 55 240
Cubeware 50 99
Entrinsik 50 83
Infor 50 104
Pyramid Analytics 50 128
TARGIT 50 126
Medium number of users
THE BI Survey 15 – The Results
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Finally, the customers with a large number of users need BI products that can scale affordably, ideally
requiring as few hardware and human resources as possible in order to meet requirements and
operational SLAs.
Information Builders, SAP BO WebI and IBM Cognos BI are the three products with the highest median
users in The BI Survey 15 while SAP BEx, SAP BO WebI and Oracle BI FS have the three highest mean
user counts. MicroStrategy is the only other vendor that places on this list with 150 Median and 1,230
Mean users. All of these vendors have strong roots in data warehouse environments including
multidimensional cubes and in-memory options to boost performance.
Figure 14: Products with large numbers of users (n=2182)
Having dominated the large user environments, vendors like IBM and SAP have launched new products
targeting smaller groups. At the same time, mid-market vendors like Pyramid Analytics are beginning to
gain large enterprise customers. BI leaders can expect vendors to continue expanding beyond their
traditional borders, offering buyers an increasing number of options. To gain additional insights from the
product user counts on these charts, consider combining information from other charts in The BI Survey,
information from vendors and other survey results.
Percentage of Employees Using the BI Product
Against an industry backdrop marked by growing demand for self-service, measuring the percentage of
employees using a given product helps inform us which vendors might have products better suited to
empower users. Achieving high employee penetration rates in most corporate environments involves
execution on multiple factors including ease of use, ease of accessibility, price and pricing model.
SaaS cloud BI models have the potential to play a role in all of these factors and many traditional on-
premise vendors are formulating strategies and rewriting products to thrive with this new delivery model.
For 2015, Chartio, a San Francisco-based company that envisions a future where all business users
create dashboards, takes the top spot with customers reporting a median of 29 percent employee
penetration.
Just 1 percent below is Yellowfin, an Australian provider of a full-stack BI platform. Both companies
support cloud BI but in different ways. While Chartio operates a SaaS BI service, Yellowfin makes its
software available on Amazon’s EC2 and Microsoft’s Azure marketplaces with a ‘bring your own license’
(BYOL) model.
Products Median Mean
Information Builders 350 1459
SAP BO WebI 350 1626
IBM Cognos BI 300 1495
SAP BO Analysis 275 1321
SAP BEx 250 1659
Oracle BI FS 200 1555
MicroStrategy 150 1230
Large number of users
THE BI Survey 15 – The Results
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Figure 15: Percentage of employees using the BI product, median numbers
(n=2183)
29%28%
22%20%
17%16%
13%12%
11%11%
10%10%10%10%
8%8%
7%7%
6%6%6%6%6%6%6%6%5%5%
5%5%
4%4%
3%3%3%
ChartioYellowfin
MS Excel & Power pro.Phocas
Dimensional InsightEntrinsikevidanza
DundasIBM Cognos BI
Information BuildersMS SSRS
Oracle BI FSSAP BO Design St.
TARGITQlik
Pyramid AnalyticsBOARD
Logi Analyticsarcplan
BissantzSAP BO WebIMicroStrategy
Cubewareprevero
SAP BExJedox
SAP BO Analysiscubus
CyberscienceCALUMO
SASInfor
TableauCorporate Planning
IBM Cognos TM1
THE BI Survey 15 – The Results
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Departments Using BI
Finance, management and sales departments continue to lead in the use of BI, with the latter two having
continued their declines from 2014. Marketing has continued to increase use after pausing growth in
2014 while production/operations continues its fast adoption of BI.
If current trends continue, production/operations could overtake sales and IT to become the third biggest
user of the technology to improve performance within two to four years.
Figure 16: Which departments are using BI? Timeline (n=changing basis)
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
2008 2009 2010 2011 2012 2013 2014 2015
Finance
Management
Sales
IT
Production/operations
Marketing
Human resources
Procurement
Logistics
Services
R & D
Legal
THE BI Survey 15 – The Results
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Challenges
Implementation Problems by Peer Group
BI projects have the potential to invite many types of problems ranging from confidence issues with
underlying data, to organizational politics, to the product itself. Across large organizations, the top three
problems are: lack of resources (cited by 23 percent of users), software issues (22 percent) and data
migration (20 percent).
When looking at mid-size companies, the top three implementation issues are resources (18 percent),
data migration (17 percent) and unclear requirements (16 percent). With a 12 point spread, the greatest
difference between the two peer groups is in the area of software-related problems, with large
enterprises facing the issue more than twice as frequently.
Vendors such as Dundas focus on providing professional services that address the often-difficult
process of defining KPIs as well as technical services. Many problems can be avoided through sound
SDLC processes that engage business stakeholders early and often. Buyers should find out how
vendors address these issues during the evaluation process.
Figure 17: Implementation problems by peer group (n=2122)
Large
deployments
Mid-sized
deployments
Lack of resources on the project
team 23% 18%
Software-related issues 22% 10%
Data migration 20% 17%
Unclear requirements 20% 16%
Costs higher than expected 16% 7%
Tight deadline 16% 13%
Lack of expertise by the
implementation partner14% 6%
Training-related issues 12% 9%
Customization of the product 11% 8%
Lack of support from
management10% 9%
Lack of project management 7% 6%
Lack of communication in the
project team4% 3%
Lack of resources by the
implementation partner 3% 3%
No significant problems 19% 40%
THE BI Survey 15 – The Results
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Implementation Problems by Industry
As mentioned earlier, BI products such as TARGIT and Dimensional Insight achieve the vast majority
of their growth by focusing on challenges in specific industries. Even a general use case like self-service
has different growth ceilings depending on the industry. The chart below provides insights that can help
guide product decisions based on unique challenges within each industry. Key highlights include:
Telecoms need to be especially mindful of BI product capabilities for data quality
Companies across all industries, especially utilities and manufacturing, need to ensure BI
products meet query performance requirements
Companies in the services and telecoms industries should seek solutions that enhance
business user engagement
Transport companies need to pay extra attention to software reliability
Retail and wholesale industry players experience the lowest rate of significant BI problems.
THE BI Survey 15 – The Results
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Figure 18: Implementation problems by industry (n=2376)
Financial
Services
Manu-
facturingPublic sector
Retail &
WholesaleServices
Telecom-
municationsTransport Utilities IT
Administrative problems 12% 10% 10% 9% 11% 12% 11% 14% 12%
Company politics 7% 9% 11% 8% 12% 11% 13% 11% 6%
Lack of interest from
business users 14% 13% 14% 13% 18% 17% 10% 12% 12%
Missing key features 12% 5% 5% 6% 8% 11% 6% 7% 8%
Poor data governance 12% 9% 14% 8% 9% 18% 15% 13% 9%
Poor data quality 16% 13% 14% 13% 12% 24% 15% 13% 9%
Product can not handle
number of users4% 2% 0% 2% 2% 5% 0% 1% 3%
Product can not handle
data volume6% 7% 4% 6% 7% 12% 3% 7% 9%
Slow query
performance20% 23% 13% 19% 18% 20% 15% 27% 21%
Product security
limitations7% 2% 3% 3% 4% 0% 4% 1% 7%
Software too hard to
use7% 7% 11% 6% 7% 3% 10% 6% 6%
Software not flexible
enough13% 10% 7% 12% 8% 11% 14% 10% 12%
Unable to get data from
some systems7% 4% 9% 5% 8% 5% 8% 6% 7%
Unreliable software 8% 6% 6% 4% 5% 6% 16% 5% 6%
No significant problems 34% 41% 41% 42% 37% 29% 32% 35% 41%
THE BI Survey 15 – The Results
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Most Serious Implementation Problems
The most serious problems encountered during BI implementations are not directly related to the BI
product itself. As a matter of fact, resource and requirements issues are common offenders in any type
of software development project. However, looking down the chart, one can see problems where the
choice of BI product can either mitigate or exacerbate the issue. Below are some ways in which a BI
product can impact on (minimize, exacerbate, provide an alternative) implementation issues.
Data migration: some BI products include ETL tools and databases that could provide a solution; some
products are designed to generate reports and dashboards directly from the source, eliminating the
need to migrate data.
Training-related issues: sometimes accessible classes, on-line tutorials and professional services
consultants are not enough to turn the tide with regard to training-related issues. Ease of use and a
product’s design paradigm play major roles in determining which types of users can quickly learn and
become effective with the product.
Customization of the product: there’s a difference between customizing a data model and changing
a default reporting interface to include or exclude twenty features. While some BI products are built for
out-of-the-box use after configuration and setup, others offer a platform designed to help customers
build and customize applications for deployment.
The interesting fact to keep in mind here is that BI development is increasingly becoming a continuous
process by non-technical people. Perhaps the results shown in this chart reinforce why self-service,
agile models are on the rise.
Figure 19: Most serious implementation problems (n=2330)
19%
17%
16%
14%
13%
10%
9%
9%
9%
7%
6%
4%
3%
4%
35%
Lack of resources on the project team
Data migration
Unclear requirements
Tight deadline
Software-related issues
Training-related issues
Costs higher than expected
Lack of support from management
Customization of the product
Lack of expertise by the implementation partner
Lack of project management
Lack of resources by the implementation partner
Lack of communication in the project team
Other
No significant problems
THE BI Survey 15 – The Results
- 23 -
Most Serious Problems Encountered during Use by Business Users
The most serious issue arising during the use of BI is query performance. At 19 percent, it is a full five
points higher than the next problem (lack of interest by business users). Perhaps the lack of interest
relates to the third most serious issue, which is poor data quality.
Although increased rigor during product evaluations may help in some cases, BI deployments grow
much faster than most managers can envision when making the initial purchase. BI environments
degrade quickly if the overall architecture was not designed to handle increased loads. Most BI products
cannot solve data quality issues, instead exposing them so companies can determine the extent of them.
Reviewing the issues here and structuring projects to account for the ones that apply in a given company
will increase overall project success. Most BI projects experience smooth sailing post deployment with
39 percent of the 2,422 respondents to this question reporting no significant problems.
Figure 20: Most serious problems encountered during use by business users
(n=2422)
19%
14%
13%
11%
10%
10%
9%
7%
7%
7%
6%
6%
3%
2%
5%
39%
Slow query performance
Lack of interest from business users
Poor data quality
Administrative problems
Poor data governance
Software not flexible enough
Company politics
Missing key features
Software too hard to use
Unable to get data from some systems
Unreliable software
Product can not handle data volume
Product security limitations
Product can not handle number of users
Other
No significant problems
THE BI Survey 15 – The Results
- 24 -
What Problems Do Customers Typically Encounter?
Based on 450 responses from the vendor community, the most serious problems that vendors say their
customers report are poor data quality (33 percent), company politics (26 percent), administrative
problems (22 percent), poor data governance (22 percent) and lack of interest from business users (18
percent).
While additional software and hardware investments may be part of the overall solution, solving these
problems require collaboration, process development and business transformation. For example, data
quality issues typically require a combination of business process and upstream systems changes.
Building active enagement necessitates involving users at an early stage in the requirements process.
Software vendors seldom want to work through these thorny issues but it’s important for buyers to
identify these challenges early, allocate sufficient time, and realize that BI software is not a magic eraser
that eliminates problems.
Figure 21: What problems do customers typically encounter? (vendor
responses) (n=450)
33%
26%
22%
22%
18%
13%
11%
10%
9%
7%
4%
3%
1%
1%
2%
21%
Poor data quality
Company politics
Administrative problems
Poor data governance
Lack of interest from business users
Unable to get data from some systems
Software not flexible enough
Slow query performance
Software too hard to use
Missing key features
Unreliable software
Product can not handle data volume
Product security limitations
Product can not handle number of users
Other
No significant problems
THE BI Survey 15 – The Results
- 25 -
Reasons for Replacement
Replacing BI software happens for a variety of reasons and is often painful, especially if recent
investments failed to deliver on strategic promises. The BI Survey 15 results indicate that the frequency
of replacements usually increases as the size of the company, in terms of employees, increases. As BI
technology is typically composed of a “portfolio” of tools at larger companies rather than one product,
large companies may be better equipped to weather the impacts of a replacement.
Buyers have many options for reducing the chance that the “reasons” below will surface at their
companies. Methods include increasing rigor during product evaluation, establishing a supportive
political environment, or properly scoping dependencies like data quality training, and security issues
into the overall project scope and costs.
When it comes to buyer’s remorse due to a product’s fitness for the job, cloud-based delivery models
with monthly subscription prices offer the advantage of limiting upfront investment and might be the best
option when it’s not possible to make a quality selection decision.
Figure 22: Replacement of a BI system in the last 12 months by company size
(n=1649)
Figure 23: Reasons for replacing BI systems (n=192)
5%
10%
15%
95%
90%
85%
Less than 100 employees
100 - 2,500 employees
More than 2,500 employees
Replaced a BI system in the last 12 months
Didn't replace a BI system in the last 12 months
44%
27%
27%
26%
25%
25%
21%
17%
16%
14%
13%
12%
8%
7%
18%
Software was not flexible enough
Company politics
Software difficult to use
Missing key product features
Query performance too slow
Too expensive
Product could not handle our data volumes
Bad support
Unreliable software
Lack of interest from business users
Unable to get/analyze data from some systems
Poor data quality
Product could not handle large numbers of users
Security limitations in the product
Other
THE BI Survey 15 – The Results
- 26 -
Reasons for Replacement by Region
In Europe, two reasons for replacing BI tools tie for the top spot at 34 percent: company politics and lack
of flexibility, followed by the price being too expensive (23 percent). In North America, 50 percent of
replacements were due to lack of flexibility followed by “difficult to use” (35 percent) and “missing key
features” (33 percent).
With established vendors, take time to understand their track record around major platform upgrades.
Know the product’s roadmap but don’t assume 100 percent of it comes to fruition on time. Instead, work
with the vendor to determine how requirement gaps will be closed in the event that the roadmap
changes. Note that the Vendor Performance Summaries included in The BI Survey 15 indicate whether
a product is “in strategic development”, providing a helpful data point for gauging investment into the
surveyed products.
Figure 24: Reasons for replacement by region (n=168)
34%
34%
23%
21%
21%
21%
19%
17%
14%
13%
13%
11%
6%
6%
50%
17%
23%
21%
27%
35%
33%
13%
19%
13%
10%
13%
10%
8%
Software was not flexible enough
Company politics
Too expensive
Product could not handle our data volumes
Query performance too slow
Software difficult to use
Missing key product features
Bad support
Unreliable software
Poor data quality
Unable to get/analyze data from some systems
Lack of interest from business users
Product could not handle large numbers of users
Security limitations in the product
Europe North America
THE BI Survey 15 – The Results
- 27 -
Next Steps
The BI Survey Analyzer Demo
The BI Survey Analyzer is an interactive online tool which enables you to perform your own custom
analysis of the survey data.
Click here to register for an online demo and find out how effective The BI Survey Analyzer can be in
helping you to understand the strengths and weaknesses of BI products and trends in the BI market.
Purchase
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