Intelligent Test Data
Generate realistic test data instantly — no configuration, just natural language.
Autonify's Intelligent Test Data transforms how teams create, manage, and deploy test datasets. Using advanced AI agents, we automatically generate synthetic data from simple text requirements, discover existing data through conversational queries, and seamlessly integrate with your testing workflows — eliminating weeks of manual test data preparation.
See Autonify in Action
Our AI Agents eliminate the complexity. Describe your needs and get production-ready test data instantly.
1. Connect Your Data
Easily ingest data across your enterprise, from cloud warehouses to legacy systems.
2. AI Agents Generate
Create realistic synthetic data or discover existing datasets that match your specifications.
3. Deploy to Tests
Automatically provision data into your testing environments, automation suites, and development workflows.
Eliminate test data bottlenecks with Agentic AI
Generate Synthetic Data Instantly
Describe your test scenario in plain English and get realistic synthetic datasets — no schemas, no configuration, no technical setup required.
Discover Data Conversationally
Find and explore existing test data using natural language queries. Ask "show me customer data with payment failures" and get exactly what you need.
Seamless Test Integration
Automatically provision data into your testing frameworks, automation pipelines, and self-service environments without manual intervention.
Built-in Compliance & Quality
Every dataset includes automated privacy protection, regulatory compliance, and quality validation to ensure production-ready test data.
Complete Visibility & Control
Real-time dashboards show test data usage, coverage gaps, and optimization opportunities across all your testing environments.
Use cases
Get startedFinancial Services
Generate compliant test data for fraud detection, risk modeling, and regulatory testing without exposing sensitive customer information.
Healthcare
Create synthetic patient data for system testing while maintaining HIPAA compliance and protecting real patient information.
Retail & eCommerce
Build comprehensive test datasets for checkout flows, inventory systems, and personalization engines with realistic customer behaviors.
Manufacturing
Generate production scenarios for testing predictive maintenance and quality control systems.
Testimonials
“Autonify cut our test data preparation time from weeks to minutes. Our teams can now focus on actual testing instead of data wrangling.”
Frequently asked questions
How is this different from traditional test data management tools?
Traditional test data tools require extensive setup, schema configuration, and technical expertise to generate usable datasets. Autonify's Intelligent Test Data eliminates all configuration—simply describe your test scenario in plain English and get realistic synthetic data instantly. While legacy tools create static datasets that quickly become outdated, Autonify generates fresh, contextually relevant data on-demand and automatically provisions it into your testing environments without manual intervention.
How quickly can we eliminate our test data bottlenecks?
Most teams see immediate relief within hours of implementation. Unlike traditional approaches that take weeks to set up test datasets, Autonify generates production-ready synthetic data in minutes from simple text descriptions. Your development teams can get the exact test data they need instantly—transforming test data preparation from a weeks-long blocker into an on-demand capability that accelerates your entire development cycle.
What makes Autonify's test data generation truly intelligent?
Autonify's AI agents understand context, relationships, and realistic data patterns without requiring schemas or configuration rules. They generate synthetic data that mirrors real-world complexity while ensuring compliance and privacy protection automatically. Traditional tools follow rigid templates; our agents create contextually appropriate datasets that match your specific testing scenarios—like having a data expert who instantly understands your requirements and generates perfect test data every time.
Why choose AI-generated synthetic data over production data copies?
Production data copies create compliance risks, require extensive masking processes, and often contain gaps that don't cover your testing scenarios. AI-generated synthetic data eliminates privacy concerns, provides unlimited scalability, and can be tailored to specific edge cases and failure scenarios that rarely exist in production. You get better test coverage, zero compliance risk, and instant availability—while protecting customer data and avoiding the operational overhead of production data management.
