We're really pleased to announce our latest partnership with 8thElement, the AI consulting firm behind the AIM (Assess, Implement, Mature) framework. By combining 8thElement's outcome-based approach to enterprise AI with Synthesized's AI-native test data automation platform, we give enterprises one governed path from AI assessment to mature, production-grade rollout.
Why this partnership matters
Enterprises are moving fast on AI, but most programs don't fail at the model. They fail at the test bench. A pilot performs well against a clean, hand-curated dataset, and then implementation begins. The program meets reality: production data that cannot leave the secure zone, masking that breaks referential integrity, synthetic data that does not match real distributions. The model is fine. The data is not.
8thElement brings a structured, outcome-based framework for moving enterprise AI from assessment through to maturity. Synthesized delivers the governed, production-realistic test data that path requires, generating compliant datasets and provisioning them into any environment in minutes rather than weeks, with privacy built in by design.
Together, we remove the most common reason enterprise AI programs stall in the implementation phase, turning the test bench from a release bottleneck into a release accelerator.
How it works across the AIM lifecycle
Assess. Synthesized’s schema intelligence discovers data sensitivity, relationships, and quality across SAP and non-SAP landscapes in hours, not weeks. 8thElement’s assessment phase uses this to baseline data readiness alongside model, process, and governance readiness, surfacing the data risks that derail rollouts before the first model is built.
Implement. Every model, agent, and workflow built in the Implement phase gets production-realistic test data on demand. No ticket-driven test data requests. No production copies in non-production environments. Synthetic and masked data with full referential integrity reduces exposure and supports GDPR, CCPA, and HIPAA programs, with audit trails that stand up to review.
Mature. Continuous test data feeds regression suites, drift detection, and audit trails as systems evolve. AI rollouts stay validated through every feature pack, S/4HANA migration step, and agentic workflow expansion, turning the test bench from a release bottleneck into a release accelerator.
What the partners are saying
“Most enterprises are still grading their AI on a test that reality never sets. A clean dataset proves the model runs. It doesn’t prove the model is ready, and readiness is a data problem nobody has industrialized. Within two years, that gap will separate the AI programs that scale from the ones that quietly get shelved, and closing it is why we built AIM with Synthesized.”
Santosh Rajput, President, 8thElement
“Enterprise AI doesn’t fail because of models; it fails because teams cannot safely and realistically test them against the complexity of production data. What we are doing with 8thElement is operationalizing that missing layer. By embedding AI-native test data automation directly into the AIM lifecycle, we are giving enterprises a way to validate AI systems continuously, under real-world conditions, without compromising data privacy or speed. That is what turns AI from experimentation into infrastructure.”
Nicolai Baldin, CEO and Founder, Synthesized.
What’s next
Joint AIM and Synthesized engagements are available now, with initial priorities including test data modernization programs, agentic AI rollouts in regulated industries, and AI-driven application modernization across enterprise data estates.
If your organization is industrializing AI and needs a governed path from assessment to production-grade rollout, we would welcome a conversation. Learn more about Synthesized at Synthesized.io, and request a joint briefing with 8thElement via 8thElement.ai or through your Synthesized account team.
About 8thElement
8thElement is an AI consulting firm helping enterprises industrialize AI through its AIM (Assess, Implement, Mature) framework, delivered under outcome-based pricing. The firm partners with leaders across financial services, healthcare, and SAP-driven enterprises to move AI from pilot to production with measurable business value. Learn more at www.8thelement.ai.
About Synthesized
Synthesized has redefined software quality by pioneering intelligent test data automation and test environment provisioning. Co-headquartered in London and New York, Synthesized’s “Data as Code” approach transforms test data management from an operational bottleneck into a strategic enabler of continuous AI-driven software testing and delivery excellence. Learn more at synthesized.io.
