DataDAMA: 5

Availability

The degree to which data can be consulted or retrieved by data consumers or a process.

Created: 10/30/2025
Business Impact
Positive Impacts
  • •Uninterrupted business operations and continuous service delivery to customers and internal users.
  • •Timely access to critical data for operational control, strategic decision-making, and customer support.
  • •Enhanced customer experience and satisfaction through reliable access to services and information.
  • •Ability to consistently meet Service Level Agreements (SLAs) for data and system uptime.
Negative Impacts (if poor quality)
  • •Business disruptions, system downtime, and lost revenue if critical data or systems are unavailable.
  • •Delayed or impossible decision-making when needed data cannot be accessed during critical periods.
  • •Poor customer experience, frustration, and potential customer loss due to inaccessible services or information.
  • •Failure to meet SLAs, potentially leading to contractual penalties, loss of business, or reputational damage.
Technical Description

Grade

Measurement Approach
How to measure this dimension

Yes or No; The effort it takes to make data available (hours)

Examples
Good quality vs poor quality indicators
Good Quality Examples

Logistics: The data warehouse has high uptime (e.g., 99.99%) and performance, ensuring vessel schedules and cargo data are readily available for analysis.

E-commerce: The customer order history is consistently available through the online portal 24/7.

Public Sector: Emergency response coordination data is accessible through redundant, highly available systems.

Poor Quality Examples

Logistics: The reporting server for terminal performance dashboards is frequently down during peak operational hours.

E-commerce: Product inventory data is not updated in real-time on the website, leading to orders for out-of-stock items.

Public Sector: Critical public safety information system experiences frequent outages during emergencies.

Local Network
Quick Stats
Dependent KPIs0
Improvement Standards4
CategoryData
API Access
GET /api/dq-dimensions/f5e4ec1b-d4c8-4c05-bc7e-31d97e99ddd6