DATPROF

DATPROF is a Data & Analytics tool that simplifies test data management. It offers data masking, subsetting, provisioning, and discovery to ensure compliance and accelerate software delivery.

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At a glance

Pricing

Custom

Free tier

API

Yes

Skill level

Technical

About

What is DATPROF?

DATPROF is a comprehensive Test Data Management (TDM) platform designed to streamline data processes and ensure regulatory compliance for software teams. It offers robust capabilities including data masking and generation, subsetting and reduction, provisioning and automation, and analysis and discovery. The platform helps organizations address challenges like non-compliance with privacy regulations (GDPR, HIPAA, PCI), time-consuming test data requests, and high costs associated with maintaining multiple test environments. DATPROF enables teams to deliver high-quality masked data, generate synthetic test data, and integrate test data processes within CI/CD pipelines, ultimately shortening time-to-market and reducing infrastructure costs. It supports leading database technologies and can be deployed on-premise or in the cloud.

Best used for

Ideal for developers, data scientists, and product managers who need to manage test data, ensure compliance with privacy regulations, and accelerate software delivery. Especially valuable for organizations looking to reduce costs associated with test data environments and integrate test data processes into their CI/CD pipelines.

Common actions

manage test data

mask sensitive data

generate synthetic data

automate data provisioning

ensure data compliance

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Capabilities

Key features

Data masking
Data generation
Data subsetting
Data provisioning
Data discovery
CI/CD integration
Self-service portal

Target Audience

developerdata scientistproduct manager

Integrations

Not yet documented

Pricing & Plans

Custom

Not publicly disclosed. Check datprof.com for current pricing.

FAQs

Is DATPROF cloud-based or on-premise?

DATPROF is a flexible solution that can be deployed either on-premise or in the cloud. It connects to databases using a JDBC connector, ensuring that data remains within your database domain during processing and never traverses the network outside your control.

Which database technologies does DATPROF support?

DATPROF supports all major database technologies, including native support for Oracle, Microsoft SQL Server, DB2 iSeries, DB2 LUW, Postgres, EDB, MySQL, and MariaDB. For other databases, data can be exported, processed, and then re-imported, or custom development can be requested.

Can DATPROF automate test data runs and integrate with CI/CD pipelines?

Yes, DATPROF allows you to schedule and automate test data runs using its internal scheduler within DATPROF Runtime. Additionally, it provides a REST API in DATPROF Runtime, enabling seamless integration of test data processes into your CI/CD pipeline for enhanced automation.

How does DATPROF handle data model changes?

DATPROF includes a synchronization wizard that helps adapt to data model changes. It identifies differences between the saved metadata within a template and the connected database, allowing users to accept or discard changes and quickly update their DATPROF applications.

Can DATPROF generate synthetic data from scratch?

Yes, DATPROF Privacy's Generate module allows users to create synthetic data from scratch. It also offers built-in masking rules and synthetic test data generators or seed lists for generating new social security numbers, bank accounts, or first names based on specific criteria.

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