Best test data access tools in 2025

DATPROF

Streamlined management of test data for compliance and efficiency.

Botstop.com

Advanced bot detection and fraud prevention for online security.

Gamma AI

Advanced data protection for cloud environments.

Rebuff

Advanced cybersecurity system for prompt injection attack prevention.

AlertLogic

Managed security monitoring for enhanced cyber protection.

Paid + from $xdr is licensed by hosts. whether you want to use your licenses to protect servers, endpoints, network devices, or logs, our flexible licensing model allows you to protect what you choose. pricing starts at 50 protected hosts.
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Swift Security

Secure environment for managing generative AI data and applications.

GeoMesa

Efficiently manage and analyze large geospatial datasets.

Banana

Efficient GPU resource management for AI model deployment.

AIaC

AI-powered code generator for managing infrastructure efficiently.

Vairflow

Streamlined development for backend, web, and mobile projects.

Postgres AI

Smart assistant for PostgreSQL database management and optimization.

Warp

An intelligent command line interface with AI capabilities.

Falcon LLM

Advanced AI models accessible on lightweight devices.

Picterra

Geospatial AI for analyzing satellite and drone imagery.

Terraform CLI

Automates and manages infrastructure across multiple cloud environments.

WatsonX.data by IBM

Hybrid data lakehouse for better data management and insights.

Granica

Efficient data management for AI optimization and cost reduction.

Checksum

Automated testing solution that learns from real user behavior.

KushoAI

Automated test generation for web and API software.

Keploy

AI-driven solution for generating software tests automatically.

Mabl

AI-powered testing automation for web and mobile applications.