From APIs to Intelligence Layers in Collections AI | Shantanu Gangal | Ep. 276

What does intelligence layer architecture for collections actually mean and why does AI fail without it?

In this episode, Adam Parks is joined by Shantanu Gangal of Prodigal to unpack how data context enabling AI decisioning changes everything in regulated collections. Together, they dig into breaking data silos in receivables, operationalizing AI with compliance guardrails, and why AI decision governance in collections is now a leadership responsibility.

This conversation is built for executives, debt buyers, and compliance leaders who need scalable AI without sacrificing control.


Podcast Website:
https://receivablespodcast.com/videos/intelligence-layer-architecture-collections-gangal

Guest Website:
https://www.prodigaltech.com/

Guest LinkedIn:
https://www.linkedin.com/in/shantanugangal/

intelligence layer architecture for collections,
ai decision governance in collections,
breaking data silos in receivables,
compliance driven ai,
collections technology leadership

#intelligencelayerarchitecture #shantanugangal #aidecisiongovernance

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