Enterprise data continues to be an important topic since the punch card days. The challenge is how to make the data tell the right story. The technology advances have helped with many different answers resulting in massive data debt with many competing views and understanding of it. The obvious reasons include poor quality, duplication, disparity, variety, poor security, and volume. The impacts of these are easy to assess and understand though many indirect attributes are invisible, misunderstood, or intangible yet fuel the growth of the data debt while limiting your ability to evaluate and assess their impact.
The Cueris team can help with the evaluation and assessment of the impact of the intangibles. Our approach is focused on the client's situation with the goal of building a contextual backdrop to resolve intangibles. Impact assessment takes a holistic view of enterprise data consumption needs in terms of access, availability, usage, variety, and other factors. In addition to developing a detailed understanding of the impact of intangibles, we also help deploy remedies such as:
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Enterprise data architecture: Conduct data assessment by data subject to identify data gaps for quality, security, accessibility, visibility, availability and more. Develop enterprise data model - logical and physical based on data purpose and usage. |
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Enterprise data management/integration: Assess and create ETL and Integration architecture. Also develop data management capabilities. |
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DWH/BI/Analytics services: Architect DWH/BI/Analytics platforms - adopt suitable technologies like Snowflake, Cloud enablement, Azure/AWS. Design KPI, Dashboards and Visualizations - such as Power BI and Tableau. Shift to predictive and prescriptive analytics. Organization wide knowledge management deploying LLMs. |