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DWH: 10 reasons enterprise data warehouses boost business performance

How an enterprise data warehouse helps speed up analytics, improve reporting quality and sharpen management decisions.

  • Which companies use a DWH
  • 1. Centralizing data
  • 2. Improving data quality
  • 3. Speeding up analytics and reporting

Overview

KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support.

The concept of a DWH

KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support.

KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support. 12+KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support.

The history of the DWH began in the 1980s, when companies realized they needed centralized data storage.

KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support.

KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support.ClickHouse, Yandex DataLens)__KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support.

KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support. 12+ KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support. ETL/ELT KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support.

KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support. 12+ KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support. 12+KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support. BI- KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support.

Which companies use a DWH

According to a studyKT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support.

DWH for Business: 10 Reasons to Implement.DWH for Business: 10 Reasons to Implement.DWH for Business: 10 Reasons to Implement.
DWH for Business: 10 Reasons to Implement.High performance and full control over data, but require significant investment in infrastructureLarge enterprises, banks and telecom operators with high data volumes and strict security requirements
Cloud DWHs (Yandex DataLens, ClickHouse-based platforms)Flexible scalability with pay-only-for-what-you-use pricing and fast deploymentMid-sized businesses, startups and companies with a variable volume of analytical queries
Hybrid solutionsCritical data is kept on your own servers for security, while the cloud is used for complex computationsLarge companies that want to combine control over data with the flexibility of the cloud
Industry solutionsDWH for Business: 10 Reasons to Implement.DWH for Business: 10 Reasons to Implement.
DWH for Business: 10 Reasons to Implement.Low cost of ownership, flexible configuration and an active communityDWH for Business: 10 Reasons to Implement.

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1. Centralizing data

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  2. KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support.

  3. This eliminates discrepancies in the numbers, and decisions are made on accurate information. .A large retail chain ran into discrepancies in reports between its sales and marketing departments.

  4. Sales showed high revenue, but marketers couldn't explain which ad campaign produced that result.

  5. After implementing a DWH, the chain consolidated data from CRM, its ERP system and advertising accounts.

  6. Management saw on the dashboard which channel brought in more sales.

  7. This made it possible to reallocate the advertising budget and improve profitability.

2. Improving data quality

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KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support. Data Quality Control KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support. : KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support.

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3. Speeding up analytics and reporting

  1. Standard databases (OLTP systems like MySQL, Oracle or PostgreSQL) can't handle complex analytics.

  2. Running such a query on a live system can slow it down and create problems for users. A DWH, by contrast, is designed to process analytics fast.

  3. KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support. 12+KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support.

  4. Building a report on calls and traffic took several hours. With a DWH, report generation time dropped to a few minutes.

  5. Analysts began finding useful insights and testing hypotheses faster.

4. Analyzing historical data and forecasting

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KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support.

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5. Scalability and flexibility

  1. A cloud warehouse lets you manage resources flexibly:

  2. Capacity can easily be scaled up or down at any time.

  3. This means the business grows without spending on infrastructure upgrades.

  4. KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support. : KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support.

  5. By using a cloud DWH, the company was able to quickly scale up computing power to process new information without halting business processes.

  6. KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support.

6. Supporting business intelligence and reporting

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  2. This speeds up report preparation and reduces the number of errors.

  3. Moreover, a DWH connects easily to BI tools (such as Yandex DataLens).

  4. KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support. , KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support.

  5. Managers track key metrics in real time: average delivery time, fuel consumption per route and fleet utilization.

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7. Reducing operating costs

  1. The warehouse collects and processes data without employee involvement.

  2. On top of that, companies no longer need to maintain complex infrastructure or pay for multiple software licenses.

  3. KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support. ,KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support.

  4. Previously, employees took sensor readings manually, spending up to 20 hours a week on it.

  5. After the warehouse was implemented, data began flowing in automatically.

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8. Improving data security and privacy

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  2. This is how the company protects data from leaks and unauthorized access. :

  3. A federal health service used a warehouse to aggregate patient data.

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9. Integration with artificial intelligence

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  2. KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support. , KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support.

  3. Based on borrower data, an AI system predicts the probability of loan default with up to 92% accuracy.

  4. As a result, banks reduce overdue payments by 25% and increase profit by 18% per year.

10. Improving customer service quality

  1. A DWH helps a business better understand customer needs and improve service quality.

  2. The system consolidates customer-interaction data from all channels: the website, mobile app, call center and offline locations.

  3. KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support. , KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support.

  4. The system found that customers often abandoned their carts because of high shipping costs.

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5 interesting facts about DWH

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3. DWH . KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support. DWH . KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support.

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KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support.

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5. DWH , .KT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support. According to McKinseyKT.Team helps enterprise teams with 10, reasons, why, data, warehouses, boost, business, performance through discovery, architecture, implementation, integration and support.

Recommendations checklist: how to implement a DWH correctly

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