Ask the question “How much Data Quality is good enough?” and see some very puzzled and alarmed looks. Data Quality, comprising all activities making data fit for consumption, plays a fundamental role in trust, security, privacy, and competitiveness. Good Data Quality is critical because it fuels a surviving and thriving business. While it would be […]
Self-Service Analytics Use Cases
Self-service analytics offers dynamic reports to business users, who can analyze the data by sophisticated, in-built functions. This kind of user empowerment reduces reliance on IT staff. Moreover, self-service business intelligence (BI) capability may additionally equip users with external data access and built-in features to instantly generate finished reports. To use a complete range of […]
Data Leadership: The Key to Data Value
Data and business have become inseparable, so if your business isn’t using data effectively, you’re in trouble. Yet using it effectively can be a struggle. Not knowing how to find the right data, not trusting the available data, and not having confidence in the tools and people providing that data can lead people to conclude […]
What Enterprise Architecture Does for Organizations
Enterprise Architecture helps growing businesses and corporations to realize their strategic goals. It applies architectural principles to help large or growing organizations to navigate the changes that influence business, information, and technology in the modern world. Enterprise Architecture supports businesses in creating competitive advantages, reducing risk, and promoting cost-efficiency and scalability. Enterprise Architecture (EA) came […]
Case Study: Helsana Automates Their Data Warehouse Infrastructure
Switzerland’s largest health insurance provider Helsana serves one out of every four insured, which translates into 1.9 million customers and 6.4 billion Swiss francs in sales annually. In the past, innovation had been prevented by reliance on hand-coding, manual processes, and institutional knowledge held by individuals, said Gallus Messmer, data warehouse architect at Helsana — […]
Data Privacy Challenges: Compliance-as-a-Service Evolves
Massive data stores, a rapidly changing regulatory landscape, and the potential for catastrophic damage to brand and bottom line have made privacy the top concern for companies across the globe. Concern about the accelerating pace of data privacy regulation headed the list of Gartner’s 2019 Emerging Risks Monitor, and depending on the industry, between 64 […]
Data Architecture Trends in 2020
Data Architecture is tightly entwined with Data Strategy. It is the infrastructure to realize Data Strategy goals; the blueprint for managing data. It’s a big tent: ETL, Big Data, cloud, data virtualization, DataOps, governance, analytics, and anything else related to describing, organizing, integrating, sharing, and governing data. A look at many topics and discussions going […]
Hybrid Cloud vs. Multi-Cloud Architectures
The workloads (applications) running on an enterprise hybrid or multi-cloud network determine the architectural requirements. All cloud architectures share some common patterns, while the specifics of running workloads necessitate custom architectures. The architecture patterns are broadly of two types: “distributed-deployment” pattern and “redundant-deployment” pattern. In the former, an application runs in an environment best suited […]
Overcoming Data Governance Challenges with Best Practices
Jason Dye, Director of Enterprise Data Governance at Ally, says that sometimes Data Governance feels like a thankless job. “I’m struggling up this sandy godforsaken hill and then some guy’s standing on the sidelines going, ‘I don’t know what’s so hard about Data Governance. It’s easy.’” But that may be because Dye makes it look […]
The Collective Data Literacy Gap
Every graph, data set, and chart has a story behind it. Knowing how to make sense of that narrative across an organization requires data literacy. Increasing the data literacy of smaller teams can be complicated, but equiping an entire organization is an even bigger task. So many teams bring in so many different skill sets […]