AI in Finance: Adoption Beats Algorithms
While the underlying tech is crucial, the organizational readiness to adopt AI tools determines the ultimate enterprise value. A look at change management frameworks for finance teams.
Artificial Intelligence is transforming the finance function, but the bottleneck is rarely technology. It is culture and process.
The Adoption Gap
We see many organizations invest heavily in AI tools only to see them sit unused. The key is to integrate AI into existing workflows and provide the training and support teams need to trust the outputs.
Governance First
Before rolling out AI, establish clear governance protocols. Who owns the data? How are models validated? establishing these guardrails early builds trust and acceleration adoption.
Vinay Prathy
Managing Partner
Sponsor-facing execution architecture across pricing, operating model, and finance control systems.
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