AI Safety Evaluation
Navigate AI complexity with confidence
Synthetic data: Generate realistic test data that eliminates privacy risks
Development and testing stall when access to real data is blocked by privacy concerns or regulations. For technology leaders responsible for critical transformations, our consultancy-led synthetic data service eliminates this uncertainty. You'll accelerate delivery timelines while removing the risk of data breaches. Keep your projects on track and your reputation intact with realistic test data that mirrors production without exposing sensitive information. Book a discovery session
When technology leaders struggle with data limitations, they turn to our synthetic data generation capabilities:
Meet delivery commitments with faster testing cycles and instantly available, realistic data.
Trust that you've eliminated compliance risks through fully synthetic datasets.
Demonstrate thorough diligence with complete coverage of edge cases that rarely appear in production data.
Showcase mature governance through our end-to-end consultancy approach that documents every step.
Protect yourself and your organisation with full GDPR and regulatory compliance.
Unlike traditional data masking or subsetting approaches, we create entirely new, statistically equivalent datasets that reflect your specific business contexts while removing all privacy concerns. Our consultancy-led approach ensures the synthetic data is not only privacy-preserving but also fit-for-purpose in real-world testing.
Unlike traditional testing methods that leave you personally exposed to compliance risks, our consultancy-led synthetic data solution ensures your professional success:
Make informed decisions confidently with our expert-led data profiling that identifies all privacy risks
Demonstrate technical leadership by partnering with industry-leading Tonic.ai for high-quality synthetic data
Back up your approach with evidence through post-generation validation that proves statistical fidelity
Keep stakeholder trust high with synthetic data that preserves relationships while removing all personal information
Redirect your team to higher-value work by eliminating the operational overhead of managing sensitive test data
A government technology leader faced mounting pressure to accelerate delivery while navigating stricter data protection requirements. Manual test data creation was not only slowing the project but creating personal exposure to compliance risks.
Our 6-week engagement helped this leader:
Stay ahead of governance requirements by evaluating cutting-edge options like AWS Bedrock.
Safeguard credibility by identifying technology limitations before investment.
Build stakeholder confidence with a clear, evidence-based roadmap for implementation.
Protect their professional reputation with a strategy focused on both compliance and delivery speed.
"We manually produced test data, which was time-consuming, error-prone, and never covered all the scenarios we would see in production."
"With 2i's guidance, we now have a clear roadmap for implementing the right synthetic data solution for our specific needs, saving us from investing in an approach that wouldn't have delivered the accuracy we require."
- Data Manager, UK Government Agency
Increasing regulatory pressure (GDPR and other regulations) limiting use of production data in testing.
Pressure to innovate while data access is blocked by compliance concerns.
AI, data science, and digital transformation demand fast, iterative development.
Growing need for realistic test data that doesn't compromise on privacy or compliance.
Economic conditions limiting expansion of corporate teams for manual data anonymisation.
By changing your approach to test data, you can transform the quality, speed, and compliance of your entire testing process. Don't let data constraints force you to choose between delivery and compliance - a choice that puts your reputation at risk either way. Contact us to discover how our consultancy-led synthetic data generation can deliver comprehensive testing and accelerate delivery while ensuring compliance, accuracy, and usability.
Don't let test data limitations compromise your system quality. Partner with experts who understand how to balance realism with security. Contact us to discover how synthetic test data can transform your testing approach while maintaining complete control.
Book a synthetic data consultation
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