Sprint Toward Data-Driven Culture Using DataOps
“Culture eats strategy for breakfast.” - Peter Druker
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Organizations have a constant struggle with data.
- Ninety percent of organizational data is “dark.”
- Less than one-third of companies are able to deliver real-time data, despite over 50% needing it.
- It takes six months to promote 20 lines of SQL code to production.
- Hundreds of reports need to be retested due to underlining system changes.
Building a DataOps practice can:
- Increase the speed of deployment.
- Increase the ability to reproduce and fix defects.
- Reduce defect cycle time.
- Reduce challenges related to development and operations collaboration.
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Onsite Workshops offer an easy way to accelerate your project. If you are unable to do the project yourself, and a Guided Implementation isn’t enough, we offer low-cost onsite delivery of our Project Workshops. We take you through every phase of your project and ensure that you have a road map in place to complete your project successfully.
Book NowModule 1: Identify the Drivers of the Business for DataOps
The Purpose
Understand the DataOps approach and value proposition.
Key Benefits Achieved
A clear understanding of organization data priorities and metrics along with a simplified view of data using Info-Tech’s Onion framework.
| Activities: | Outputs: | |
|---|---|---|
| 1.1 | Explain DataOps approach and value proposition. |
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| 1.2 | Review the common business drivers and how the organization is driving a need for DataOps. |
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| 1.3 | Understand Info-Tech’s DataOps Framework. |
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Module 2: Assess DataOps Maturity in Your Organization
The Purpose
Assess the DataOps maturity of the organization.
Key Benefits Achieved
Define clear understanding of organization’s DataOps capabilities.
| Activities: | Outputs: | |
|---|---|---|
| 2.1 | Assess current state. |
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| 2.2 | Develop target state summary. |
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| 2.3 | Define DataOps improvement initiatives. |
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Module 3: Develop Action Items and Roadmap to Establish DataOps
The Purpose
Establish clear action items and roadmap.
Key Benefits Achieved
Define clear and measurable roadmap to mature DataOps within the organization.
| Activities: | Outputs: | |
|---|---|---|
| 3.1 | Continue DataOps improvement initiatives. |
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| 3.2 | Document the improvement initiatives. |
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| 3.3 | Develop a roadmap for DataOps practice. |
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Module 4: Plan for Continuous Improvement
The Purpose
Define a plan for continuous improvements.
Key Benefits Achieved
Continue to improve DataOps practice.
| Activities: | Outputs: | |
|---|---|---|
| 4.1 | Create target cross-functional team structures. |
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| 4.2 | Define DataOps metrics for continuous monitoring. |
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| 4.3 | Create a communication plan. |
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