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What is Dataform?

Dataform offers a robust platform designed for data analysts and engineers to efficiently create and manage scalable data transformation workflows in BigQuery, utilizing only SQL within a unified interface. Its open-source core language enables teams to define table schemas, handle dependencies, add column descriptions, and implement data quality checks all in one collaborative code repository, while also following software development best practices, including version control, multiple environments, testing strategies, and thorough documentation. A fully managed, serverless orchestration layer adeptly manages workflow dependencies, tracks data lineage, and executes SQL pipelines either on demand or according to a schedule through various tools such as Cloud Composer, Workflows, BigQuery Studio, or third-party services. Within the web-based development environment, users benefit from instant error alerts, the ability to visualize their dependency graphs, seamless integration with GitHub or GitLab for version control and peer reviews, and the capability to launch high-quality production pipelines in mere minutes without leaving BigQuery Studio. This streamlined approach not only expedites the development workflow but also fosters improved collaboration among team members, ultimately leading to more efficient project execution and higher-quality outcomes. By integrating these features, Dataform empowers teams to enhance their data processing capabilities while maintaining a focus on continuous improvement and innovation.

What is DMSFACTORY DocumentsPipeliner?

DocumentsPipeliner acts as a server-based middleware solution specifically engineered for the automated processing of incoming documents. It continuously tracks multiple input sources, including email accounts (such as Microsoft Exchange) and file directories, to extract attachments and standardize formats, like converting files to PDF/A, while also incorporating relevant metadata from external systems as necessary. After processing, it forwards the refined information to specified systems such as M-Files, ABBYY FlexiCapture, or other document management and workflow platforms, adhering to predefined rules. By implementing DocumentsPipeliner, businesses can create a centralized digital mailroom that optimizes routine document handling, ensures compliance with regulatory standards, and lays a strong groundwork for reliable and scalable operational workflows. This cutting-edge solution not only boosts operational efficiency but also empowers organizations to gain a greater control over their document management processes, ultimately leading to improved productivity and streamlined operations.

Media

Media

Integrations Supported

ABBYY FlexiCapture
ACI Case Manager
GitHub
GitLab
Google Cloud BigQuery
Google Cloud Managed Service for Apache Airflow
M-Files
Microsoft Exchange
SQL
SQL Server
Saperion ECM
Tungsten Capture

Integrations Supported

ABBYY FlexiCapture
ACI Case Manager
GitHub
GitLab
Google Cloud BigQuery
Google Cloud Managed Service for Apache Airflow
M-Files
Microsoft Exchange
SQL
SQL Server
Saperion ECM
Tungsten Capture

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

2580€/server
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Google

Date Founded

1998

Company Location

United States

Company Website

cloud.google.com/dataform

Company Facts

Organization Name

DMSFACTORY GmbH

Date Founded

1995

Company Location

Germany

Company Website

www.dmsfactory.com/dmsfactory-documentspipeliner

Categories and Features

Categories and Features

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