Audience

Scientists and engineers looking for a solution for agile machine learning development

About IBM Databand

Monitor your data health and pipeline performance. Gain unified visibility for pipelines running on cloud-native tools like Apache Airflow, Apache Spark, Snowflake, BigQuery, and Kubernetes. An observability platform purpose built for Data Engineers. Data engineering is only getting more challenging as demands from business stakeholders grow. Databand can help you catch up. More pipelines, more complexity. Data engineers are working with more complex infrastructure than ever and pushing higher speeds of release. It’s harder to understand why a process has failed, why it’s running late, and how changes affect the quality of data outputs. Data consumers are frustrated with inconsistent results, model performance, and delays in data delivery. Not knowing exactly what data is being delivered, or precisely where failures are coming from, leads to persistent lack of trust. Pipeline logs, errors, and data quality metrics are captured and stored in independent, isolated systems.

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Integrations

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Ratings/Reviews

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Company Information

IBM
Founded: 1911
United States
www.ibm.com/products/databand

Videos and Screen Captures

IBM Databand Screenshot 1
IBM Databand Screenshot 1
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Product Details

Platforms Supported
Cloud
Training
Documentation
Support
Phone Support
Online

IBM Databand Frequently Asked Questions

Q: What kinds of users and organization types does IBM Databand work with?
Q: What languages does IBM Databand support in their product?
Q: What kind of support options does IBM Databand offer?
Q: What other applications or services does IBM Databand integrate with?
Q: What type of training does IBM Databand provide?

IBM Databand Product Features

Data Lineage

Object Lineage Tracing
Point-in-Time Visibility
Lineage Object Filtering
User/Client/Target Connection Visibility
Visual & Text Lineage View
Filter Lineage Links
Implicit Connection Discovery
Database Change Impact Analysis

Data Preparation

Data Access
Data Blending
Data Mashup
Data Transformation
Data Modeling
Visual User Interface
Collaboration Tools
Data Governance
Machine Learning
Data Cleansing

Data Quality

Data Deduplication
Match & Merge
Data Profililng
Data Discovery
Address Validation
Master Data Management
Metadata Management

Data Visualization

Simulation Models
Dashboard Creation
Visual Discovery
Relational Display
Analytics
OLAP
Filtered Views
Content Management

IBM Databand Additional Categories