YOOI | Data & AI Value Management Maturity Assessment

What kind of visibility across your portfolio are you looking to enhance the most?

You can choose more than 1 answer.

D&A value management assessment

1 / 10

How do you manage data silos in your organization?

You can choose more than 1 answer.

Creating a central platform for D&A initiatives

Implement a Data Mesh approach (at organization & architecture levels)

Deploy a data catalog

Drive collaboration & unlock knowledge through peer-to-peer communications & animating communities

Other

D&A value management assessment

2 / 10

What do you want to strengthen the most for your Data & Analytics strategy in the next 12 months?

You can choose more than 1 answer.

Better coping with regulatory & data security risks

Improve your ability to deploy initiatives to production

Assess and track the value creation from your D&A initiatives

Address data quality and availability

Unify shattered technology implementations

Transform siloed teams, unused talents or insufficient skills

Other

D&A value management assessment

3 / 10

Does your organization have ideation and prioritization processes?

Yes, we have a solid process to collect ideas, prioritize and execute them

We have an established prioritization process but don’t collect and qualify incoming ideas

No, we are lost in aligning ideas, prioritizing & choosing them

I don’t know

D&A value management assessment

4 / 10

How are you evaluating the success of your D&A initiatives?

You can choose more than 1 answer.

The ability to deploy the initiative in production

Assessing the costs vs budget of the initiative

Assessing data quality and model performance

Measuring its effective usage

Quantifying its contribution to operational metrics

Quantifying its contribution to business metrics

Other

D&A value management assessment

5 / 10

Where do you track D&A portfolio and projects?

Centralized D&A platform or a web app

Dashboards on each tool/resource that teams use

Online/offline Excel sheets

No actions or inconsistent tracking for D&A projects

D&A value management assessment

6 / 10

Silos can be technology, organizational structure, expertise… How do you consolidate knowledge and break the silos?

Single platform: centralize all knowledge & assets in one place

Mixture: some information is available in separate tools and some available in the central platform

Separate tools: each part of the organization owns a certain tool but is not communicable between each other

Ad-hoc: no standards and information is not replicable nor consistent

D&A value management assessment

7 / 10

How does your organization reuse D&A initiatives?

You can choose more than 1 answer.

Nothing has been done with reusing data analytics

Accelerate new initiatives with existing D&A assets

Increase the value generated by reusing current information and D&A sources

Reuse D&A initiatives fully to increase value and impact from new and existing use cases

Other

D&A value management assessment

8 / 10

What do you do best in D&A collaboration?

You can choose more than 1 answer.

Clear communication between teams (data & IT, data & business, data & executives…)

Comply with various regulations across projects

High visibility in each initiative and the portfolio

Share common languages, frameworks and goals between teams

Efficient and well-established workflows for validating and contributions

Other

D&A value management assessment

9 / 10

How do you achieve collaboration between teams?

All collaborations are done through a single shared solution

Need to use various tools to interact with different teams

Human-based collaboration only (no tool support)

No collaboration consistency, teamwork is done case by case

D&A value management assessment

10 / 10

Only one click away from receiving your D&A value management maturity results!

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