Key Findings
What compliance leaders need to know about synthetic identities, legacy controls, and the future of evidence-based verification.
- Frontier AI doesn’t kill AML/KYC. It kills legacy AML/KYC.
- Synthetic identity is now indistinguishable from real.
- Video calls and utility bills are broken as KYC checks.
- Document understanding is the one defence still working.
- The winners build continuous, evidence-led, human-accountable controls.
What’s inside
15 chapters across 56 pages, including 5 key findings, a maturity model, and a practical roadmap for firms.
- 1.Frontier AI models are coming to a KYC near you
- 2.Why this matters now
- 3.How frontier AI changes the financial crime threat model
- 4.Why legacy AML/KYC controls are exposed
- 5.Why AML/KYC controls matter
- 6.AI as a control multiplier
- 7.The new AML/KYC control model
- 8.Governing AI-native processes
- 9.Where Frontier AI can impact different institutions
- 10.Practical roadmap: how firms should respond
- 11.Maturity model for AI-enabled AML/KYC
- 12.Steward point of view
- 13.What firms should ask vendors
- 14.The strategic choice for compliance leaders
- Conclusion
Talk to our experts
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Trusted by compliance teams
Their AI handles the scale, our team handles the judgment.
“Service providers in the Compliance space often slow you down. Steward does the opposite. Their AI handles screening, document analysis, and entity validation at scale, letting our team focus on judgment calls. During our recent fundraise, we had a very short window to close, and Steward’s team went into overdrive. That responsiveness and anticipation separates a tool from a true compliance partner.”
Document-first onboarding that removes blockers, even for complex structures.
“Steward’s document-first onboarding quickly extracts required information, flagging gaps, and removing blockers, even for complex structures.”
Less review time, stronger audit defensibility, higher-value work.
“Steward cuts manual review time, improves decision consistency, and strengthens audit defensibility, freeing compliance teams to focus on higher-value work.”
One fund became our entire portfolio on Steward.
“What started with one fund led us to move our entire portfolio to Steward, delivering seamless, AI-powered onboarding with a highly responsive team.”
Their AI handles the scale, our team handles the judgment.
“Service providers in the Compliance space often slow you down. Steward does the opposite. Their AI handles screening, document analysis, and entity validation at scale, letting our team focus on judgment calls. During our recent fundraise, we had a very short window to close, and Steward’s team went into overdrive. That responsiveness and anticipation separates a tool from a true compliance partner.”
Document-first onboarding that removes blockers, even for complex structures.
“Steward’s document-first onboarding quickly extracts required information, flagging gaps, and removing blockers, even for complex structures.”
Less review time, stronger audit defensibility, higher-value work.
“Steward cuts manual review time, improves decision consistency, and strengthens audit defensibility, freeing compliance teams to focus on higher-value work.”
One fund became our entire portfolio on Steward.
“What started with one fund led us to move our entire portfolio to Steward, delivering seamless, AI-powered onboarding with a highly responsive team.”
Their AI handles the scale, our team handles the judgment.
“Service providers in the Compliance space often slow you down. Steward does the opposite. Their AI handles screening, document analysis, and entity validation at scale, letting our team focus on judgment calls. During our recent fundraise, we had a very short window to close, and Steward’s team went into overdrive. That responsiveness and anticipation separates a tool from a true compliance partner.”
Document-first onboarding that removes blockers, even for complex structures.
“Steward’s document-first onboarding quickly extracts required information, flagging gaps, and removing blockers, even for complex structures.”
Less review time, stronger audit defensibility, higher-value work.
“Steward cuts manual review time, improves decision consistency, and strengthens audit defensibility, freeing compliance teams to focus on higher-value work.”
One fund became our entire portfolio on Steward.
“What started with one fund led us to move our entire portfolio to Steward, delivering seamless, AI-powered onboarding with a highly responsive team.”