AI stuck in pilot as banks lack data, governance and cloud readiness, says Maveric Systems’ CTO

▤ Summary

Banks are pushing AI initiatives, but many projects still stall in pilot because data, governance, and cloud readiness are not in place. The article argues that scaling AI depends less on model quality and more on context, data governance, and a clear business use case. It also highlights how stricter governance teams are slowing production approvals as banks weigh compliance and accountability risks. Maveric Systems frames its Safe AI by Design approach around explainability, human oversight, and auditability to help banks move from experimentation to production. The core message is that AI success in banking now depends on operational discipline, not just technology ambition.

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Maveric Systems

$500M to $1B