Data intelligence tools for Amazon Dynamo DB

Data intelligence tools refer to the artificial intelligence and machine learning tools used by companies in order to analyze and transform data into information that is valuable and relevant for improving the company's operations.

Informatica Enterprise Data Catalog

Informatica Data Catalog is a machine learning-based data catalog that lets you classify and organize data assets across any environment to maximize data value and reuse, and provides a metadata system of record for the enterprise. It automatically scans and catalogs data across the enterprise, indexing it for enterprise-wide discovery using simple, Google-like search.

Data Catalog: Yes
Data Lineage: Yes
Data Profiling: Yes

Tree Schema

The Tree Schema data catalog provides all of the essential catalog capabilities including rich-text documentation, data lineage, assigning data stewards and technical owners to your data assets, tagging your assets and much more. You can point Tree Schema to your database and fully populate your catalog in under 5 minutes. Tree Schema also supports non-traditional data sources including S3, Kafka and DynamoDB.

Data Catalog: Yes
Data Lineage: Yes
Data Profiling: Yes
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Data schema overview

IBM Watson Knowledge Catalog

IBM Watson® Knowledge Catalog is an open and intelligent data catalog for managing enterprise data and AI model governance, quality and collaboration. It enables you to organize, define and manage enterprise data to provide the right context to drive value across imperatives like regulatory compliance to data monetization.

Data Catalog: Yes
Data Lineage: Yes
Data Profiling: Yes

Global IDs

The Global IDs Data Catalog automates the linking of logical business data models to physical data assets, keeps the metadata up to date, and scales with the size of your enterprise, from small to very large.

Data Catalog: Yes
Data Lineage: Yes
Data Profiling: Yes

Talend Data Catalog

Talend Data Catalog automatically crawls, profiles, organizes, links, and enriches all your metadata. It makes easy to search and access data, then verify its validity before sharing with peers. Up to 80% of the information associated with the data is documented automatically and kept up-to-date through smart relationships and machine learning, continually delivering the most meaningful data to the user.

Data Catalog: Yes
Data Lineage: Yes
Data Profiling: Yes

Collibra Catalog

Collibra Catalog empowers business users to quickly discover, understand, contribute, and govern the data that matters so they can generate impactful insights that drive business value. It also allows data stewards to certify datasets so that business users can trust the data that they use in their analysis.

Data Catalog: Yes
Data Lineage: Yes
Data Profiling: Yes

Dataedo

Dataedo is an on-premises data catalog & metadata management tool. It allows you to catalog, document, and understand your data with a data dictionary, business glossary, and ERDs. It reads your schema and lets you easily describe each data element with descriptions, business-friendly aliases, and custom fields. It features a data community module, which allows you to crowdsource knowledge about data from everyone in your organization.

Data Catalog: Yes
Data Lineage: Yes
Data Profiling: Yes
Dataedo Data Catalog
Dataedo Data Lineage
Dataedo Data Profiling
Dataedo Data Catalog - list of data sources

The use of data intelligence tools improves the understanding of data and leads to better decision making in the future. There are other, various benefits that data intelligence tools can bring into the company. Some of them are:

• Providing correct context for datasets.
• Improving data quality.
• Increasing data accessibility.

In an evolving world of technology, data intelligence is crucial for the company's growth. It can help understand consumer preferences as well as a company's investment and its effectiveness. Through data analysis the company can view which areas can be optimized and present approaches that might be more beneficial for the future.

To help you find the right tool for your organization, we have put together this list of best data intelligence tools.