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Data Services & Advanced Analytics First Findings 27.02.2018…
Data Services & Advanced Analytics First Findings 27.02.2018
engagement model
customer id / stakeholder(s)
demand intake process driven by (strategic) initiatives
pro-activity / conversation / bridging the gap / seat at the table
p2p model / mid-long term planning / resource allocation
cost vs risk / commodity / build internal capabilities
link with business / finger - pulse / first hand information
business value assessment / project transcending
team
organic composition / skills & competences (project vs. positioning / agenda)
technical vs. purple people / soft skills
dependency / risk
forum for innovation / knowledge sharing / improvements / ideas / creativity
roles & responsibilities / ownership
team consistency / unity / fun / esteem
keeping on par / training / trends & new developments
resource availability
maturity
data
structured type - SF (70%) / SAP (20%) / other (10%)
not SLA driven
batch-driven day minus 1 / nrt
processing optimization / no incremental loading
management / dictionary
classic modeling / no dv
generic catalog / overlap
mission
usp (
execute
/ partner / lead by example)
mvp (
data
/ reports / analysis / insights / advice / training / guidance & consultancy / ...)
positioning / relationship towards other BI dept / data workers & professionals in the org
general perception / face
operating model
project driven approach / retro-active / work intake
project waterfall inspired / silo approach
standardize & leverage (versus overlap & low-value work)
informal communication / assertive attitude vs. formal (team) meetings & moments
quality assurance / review / rework as potential metric
work assignment through available capacity
secure core knowledge / sharing / risk mitigation / project documentation & hand-over
confidence vote / involvement / top-down
local vs local / local vs global impact
landscape
back - ms sql / on-prem / midsize
cloud / technical roadmap
dba
right landing spot for business logic
front - tableau / sap bo / r
integration - ssis / no dwa
performance
reference architecture & principles
provisioning for future business consumption / data guardianship / consumable data sets / governance model
solutions inventory / one entry portal
fit for purpose toolset (eg. PBI)
capabilities
building the foundation / master the fundamentals
architecture standards / design principles & patterns
data quality / privacy / compliancy
data integration / provisioning
empower & explore
howto / education / evangelization
analytics vs reporting commodity
use case driven / business-facing
maintain & grow
customer care / support aka valuable & cheap
customer feedback
release mgmnt / gatekeeper / jack of all trades
projects
external
go 2 market
...
internal
sql server migration
lift & shift / ltd bizz value
ms premier services / pro-active