Churni Bhattacharya Featured in Wealth Solutions Report on Why AI in WealthManagement Fails

Amplify Chief Product Officer Churni Bhattacharya was recently featured in Wealth Solutions Report, where she explores why many AI initiatives in wealth management fail before they deliver value—and what firms must do differently. In the article, Churni challenges the industry’s rush toward AI tools without first addressing the foundational issues of fragmented data, disconnected workflows, and inconsistent governance.
 
“Without a single source of truth, AI doesn’t create leverage; it magnifies cracks that already exist.”
— Churni Bhattacharya, Chief Product Officer, Amplify
 
In “Why Most Wealthtech AI Strategies Fail Before They Start,” Churni outlines three essential questions firms should ask to assess AI readiness, along with a practical four-step framework for building the right foundation. Her core insight is clear: AI in wealth management is only as effective as the infrastructure beneath it—without unified data and governed workflows, AI doesn’t create leverage; it creates chaos. 
 
Key Takeaways:

  1. As advisory firms rush to adopt AI, many overlook the real foundation of AI: unified workflows and data lakes.
  2. RIA firms need a single source of truth for each HH data point before deploying AI tools.
  3. Workflows must be defined and unified in order for AI to drive automation.
  4. Governance (permissions + lineage) is essential for trust and compliance.
  5. AI should be the final layer, not the starting point.
     
    For RIA leaders and wealth management executives, this article offers both a reality check and a path forward. It reframes AI not as a starting point, but as the final layer built on top of unified client record, standardized workflows, and embedded governance—where intelligence becomes reliable, auditable, and scalable.