Data and Analytics

We clarify which management or operational decision the data will support. We link the indicator definition, data source, accountable business owner and technical deliverables within the same scope of work.

Let's talk about your data and analytics needs →Questions ↓

Data and AnalyticsExpertise

Question

Which decision?

Indicator

Definition and frequency

Source

Data and owner

Use

Who, in which decision?

Let's talk about your data and analytics needs→

01 / What we clarify

What do we clarify in the data for a decision?

Business question and indicator

Measured work, definition and review frequency.

Data readiness

Source, accuracy/freshness needs, access and open data gaps.

Reporting and use

Who will use the report for which decision; acceptance and ongoing ownership.

In the context of SAP BW data warehousing and BusinessObjects reporting, existing data and delivery dependencies can be assessed; technical development and license needs are defined separately.

02 / Division of roles

Who takes on what?

We match data/reporting needs to business goals and manage client-side plans and decisions. Business owners take on indicator definition and acceptance; technical teams take on data transfer, modeling and development.

We clarify at the start who will use and update the published report.

03 / Example

How an indicator connects to a decision

Field	Example definition
Business question	Why aren't pending orders moving forward?
Indicator	Number of open orders and breakdown of causes within the agreed scope/period
Source / owner	Related order records; sales operations process owner
Validation	Status definitions, out-of-scope records and freshness are checked.
Decision	Once the data is validated, open work is assigned to the relevant team/owner.

Example

Example definition.

04 / With akademiDX

We define the specialist input required by scope, and clarify the indicator and decision owner from the start.

We don't sell reporting or data platform licenses.

Decision first, dashboard secondIndicators with clear ownersSAP BW context

05 / Frequently asked questions

Common questions

Under Data and AI

Artificial IntelligenceAI in the concrete work of each role→All Data and AIBack to the category page→

How can we get started?

Which decision is missing data?

Let's define the indicator, data source and decision owner together.

Let's talk about your data and analytics needs →All areas of expertise

or send an email: info@akademidx.com.tr