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Data Mesh: Game
Changer or Just Hot Air?
BARC Survey Findings and Open Discussion
2
The new BARC Survey: Data Mesh: Game Changer or Just Hot Air?
Survey:
https://barc.com/de/research/data-mesh/
Infographic:
https://barc.com/de/infografik-data-mesh/
3
BARC Survey: Data Mesh: Game Changer or Just Hot Air?
> 300 participants Global survey 2023
Wide coverage of
industries…
…and company
sizes
32%
18%
15%
14%
12%
8%
1%
Manufacturing
Services
Public sector
IT
Banking and finance
Retail / Wholesale / Trade
Other
33%
34%
33%
Less than 500
500 - 4,999
5,000 or more
4 Source: BARC Topical Survey „Data Mesh: Game Changer or Just Hot Air?“, n=322
Why Care About Data Mesh?
A centralized approach to data management poses several risks, i.e. lack of
scalability, limited agility and insufficient business domain expertise.
Do centralized data management teams suffer from a lack
of domain expertise?
Executives Lines of business
Agree Disagree
IT
Principles of Data Mesh
5
Decentralize the ownership of
data to business domains
closest to the data
Share data as a product
directly with data users
(data analysts, data
scientists, ...)
Services that empower domains‘
cross-functional teams to access and
share data and remove friction from
source to consumption.
Operating data governance
model based on a federated
decision-making and
accountability structure.
Principles of Data Mesh
6
Decentralize the ownership of
data to business domains
closest to the data
Share data as a product
directly with data users
(data analysts, data
scientists, ...)
Services that empower domains‘
cross-functional teams to access and
share data and remove friction from
source to consumption.
Operating data governance
model based on a federated
decision-making and
accountability structure.
7 Source: BARC Topical Survey „Data Mesh: Game Changer or Just Hot Air?“, n=336
Should Business Domains Own Data Products?
50%
To improve the quality and
usefulness of data products in
the future, responsibility should
shift mostly towards domain
and central teams in business,
our respondents find.
Clearly in the hands
of business today
Strong business ownership
today and growing
Clearly IT development today
Who is mostly responsible for the following data products in your company?
Principles of Data Mesh
8
Decentralize the ownership of
data to business domains
closest to the data
Share data as a product
directly with data users
(data analysts, data
scientists, ...)
Services that empower domains‘
cross-functional teams to access and
share data and remove friction from
source to consumption.
Operating data governance
model based on a federated
decision-making and
accountability structure.
9
Source: BARC Topical Survey „Data Mesh: Game Changer or Just Hot Air?“, n=290/322 Q: Which of these measures are relevant to improve the quality of its data &
analytics-assets?
How To Improve the Quality of Data Products?
90%
of participants find
that applying a
product mindset
to data assets
improves their quality.
95%
of participants find
that serving source
data as data ready
for consumption
improves their quality.
18% of participants are getting this
done (36% of best-in-class companies)
29% of participants are getting this
done (35% of best-in-class companies)
Principles of Data Mesh
10
Decentralize the ownership of
data to business domains
closest to the data
Share data as a product
directly with data users
(data analysts, data
scientists, ...)
Services that empower domains‘
cross-functional teams to access and
share data and remove friction from
source to consumption.
Operating data governance
model based on a federated
decision-making and
accountability structure.
11 Source: BARC Topical Survey „Data Mesh: Game Changer or Just Hot Air?“ (n=322-324)
How Should a Self-Service Data Platform be Shaped?
92% agree that business
users require a higher level
of data & analytics
empowerment
Which core functional areas should a self-service D&A platform for
business users cover?
12 Source: BARC Topical Survey „Data Mesh: Game Changer or Just Hot Air?“(n=328)
The technical implementation does vary
How should data & analytics platforms be allocated for the business domains?
Combination of central and additional
platforms
One central platform
Indiv. platforms per business domain
Principles of Data Mesh
13
Decentralize the ownership of
data to business domains
closest to the data
Share data as a product
directly with data users
(data analysts, data
scientists, ...)
Services that empower domains‘
cross-functional teams to access and
share data and remove friction from
source to consumption.
Operating data governance
model based on a federated
decision-making and
accountability structure.
14 Source: BARC Topical Survey „Data Mesh: Game Changer or Just Hot Air?“, n=266 / 273
Federated Data Governance on the Rise
Has your organizational data governance
approach generated benefits?
Do you see the need for a shift in your
company´s organizational data governance
approach in the future?
48%
32%
20%
How many have
this approach? All want to shift, more in the direction
of a federated approach
15
Data Mesh is a highly relevant concept that delivers benefits …
How relevant is data mesh for your company?
(n=293)
Measurable benefits achieved with: investments in D&A asset quality (n=160), data governance approach (n=241)
by data mesh relevance
85%
Benefits of investments in data &
analytics assets are measurable
16
… but requires technology that supports federated solution approaches
84% agree that an increasingly distributed data & application
landscape requires a more distributed approach to data & analytics.
Data Fabric
How relevant is data intelligence for your company? (n=313)
Data Intelligence
96%
17
For more details, download the full report
Survey:
https://barc.com/de/research/data-mesh/
Infographic:
https://barc.com/de/infografik-data-mesh/
Spark your Data Mesh and Data Culture with BARC
Listen to
data leaders‘ stories
Exchange with
other data leaders
www.open.spotify.com/show/2
qYSblTkij45Y7LJVE6yAP
BARC Leaders‘ Circle
www.barc.com/de/produkt/barc-circle/
https://barc.com/de/events/data-
mesh-fabric/
Data Mesh: Game Changer or Just Hot Air?
Let’s discuss…
Q A
&
Thanks!

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Data Mesh: Game Changer or Just Hot Air?

  • 1. Data Mesh: Game Changer or Just Hot Air? BARC Survey Findings and Open Discussion
  • 2. 2 The new BARC Survey: Data Mesh: Game Changer or Just Hot Air? Survey: https://barc.com/de/research/data-mesh/ Infographic: https://barc.com/de/infografik-data-mesh/
  • 3. 3 BARC Survey: Data Mesh: Game Changer or Just Hot Air? > 300 participants Global survey 2023 Wide coverage of industries… …and company sizes 32% 18% 15% 14% 12% 8% 1% Manufacturing Services Public sector IT Banking and finance Retail / Wholesale / Trade Other 33% 34% 33% Less than 500 500 - 4,999 5,000 or more
  • 4. 4 Source: BARC Topical Survey „Data Mesh: Game Changer or Just Hot Air?“, n=322 Why Care About Data Mesh? A centralized approach to data management poses several risks, i.e. lack of scalability, limited agility and insufficient business domain expertise. Do centralized data management teams suffer from a lack of domain expertise? Executives Lines of business Agree Disagree IT
  • 5. Principles of Data Mesh 5 Decentralize the ownership of data to business domains closest to the data Share data as a product directly with data users (data analysts, data scientists, ...) Services that empower domains‘ cross-functional teams to access and share data and remove friction from source to consumption. Operating data governance model based on a federated decision-making and accountability structure.
  • 6. Principles of Data Mesh 6 Decentralize the ownership of data to business domains closest to the data Share data as a product directly with data users (data analysts, data scientists, ...) Services that empower domains‘ cross-functional teams to access and share data and remove friction from source to consumption. Operating data governance model based on a federated decision-making and accountability structure.
  • 7. 7 Source: BARC Topical Survey „Data Mesh: Game Changer or Just Hot Air?“, n=336 Should Business Domains Own Data Products? 50% To improve the quality and usefulness of data products in the future, responsibility should shift mostly towards domain and central teams in business, our respondents find. Clearly in the hands of business today Strong business ownership today and growing Clearly IT development today Who is mostly responsible for the following data products in your company?
  • 8. Principles of Data Mesh 8 Decentralize the ownership of data to business domains closest to the data Share data as a product directly with data users (data analysts, data scientists, ...) Services that empower domains‘ cross-functional teams to access and share data and remove friction from source to consumption. Operating data governance model based on a federated decision-making and accountability structure.
  • 9. 9 Source: BARC Topical Survey „Data Mesh: Game Changer or Just Hot Air?“, n=290/322 Q: Which of these measures are relevant to improve the quality of its data & analytics-assets? How To Improve the Quality of Data Products? 90% of participants find that applying a product mindset to data assets improves their quality. 95% of participants find that serving source data as data ready for consumption improves their quality. 18% of participants are getting this done (36% of best-in-class companies) 29% of participants are getting this done (35% of best-in-class companies)
  • 10. Principles of Data Mesh 10 Decentralize the ownership of data to business domains closest to the data Share data as a product directly with data users (data analysts, data scientists, ...) Services that empower domains‘ cross-functional teams to access and share data and remove friction from source to consumption. Operating data governance model based on a federated decision-making and accountability structure.
  • 11. 11 Source: BARC Topical Survey „Data Mesh: Game Changer or Just Hot Air?“ (n=322-324) How Should a Self-Service Data Platform be Shaped? 92% agree that business users require a higher level of data & analytics empowerment Which core functional areas should a self-service D&A platform for business users cover?
  • 12. 12 Source: BARC Topical Survey „Data Mesh: Game Changer or Just Hot Air?“(n=328) The technical implementation does vary How should data & analytics platforms be allocated for the business domains? Combination of central and additional platforms One central platform Indiv. platforms per business domain
  • 13. Principles of Data Mesh 13 Decentralize the ownership of data to business domains closest to the data Share data as a product directly with data users (data analysts, data scientists, ...) Services that empower domains‘ cross-functional teams to access and share data and remove friction from source to consumption. Operating data governance model based on a federated decision-making and accountability structure.
  • 14. 14 Source: BARC Topical Survey „Data Mesh: Game Changer or Just Hot Air?“, n=266 / 273 Federated Data Governance on the Rise Has your organizational data governance approach generated benefits? Do you see the need for a shift in your company´s organizational data governance approach in the future? 48% 32% 20% How many have this approach? All want to shift, more in the direction of a federated approach
  • 15. 15 Data Mesh is a highly relevant concept that delivers benefits … How relevant is data mesh for your company? (n=293) Measurable benefits achieved with: investments in D&A asset quality (n=160), data governance approach (n=241) by data mesh relevance 85% Benefits of investments in data & analytics assets are measurable
  • 16. 16 … but requires technology that supports federated solution approaches 84% agree that an increasingly distributed data & application landscape requires a more distributed approach to data & analytics. Data Fabric How relevant is data intelligence for your company? (n=313) Data Intelligence 96%
  • 17. 17 For more details, download the full report Survey: https://barc.com/de/research/data-mesh/ Infographic: https://barc.com/de/infografik-data-mesh/
  • 18. Spark your Data Mesh and Data Culture with BARC Listen to data leaders‘ stories Exchange with other data leaders www.open.spotify.com/show/2 qYSblTkij45Y7LJVE6yAP BARC Leaders‘ Circle www.barc.com/de/produkt/barc-circle/ https://barc.com/de/events/data- mesh-fabric/
  • 19. Data Mesh: Game Changer or Just Hot Air? Let’s discuss…
  • 20. Q A &