PRGX Global Inc. at CIO Vision

Priorities

Dingare prioritizes the economics and reliability of deploying AI at scale. He advocates using an "AI Sharpe Ratio" to rank projects by weighing value against risks like data quality and model drift. Near-term initiatives include optimizing AI model routers to reduce query costs, ensuring auditable outputs, and establishing rigorous evaluation standards for production environments.

Current focus

Amit Dingare currently leads technology and AI innovation at PRGX. He focuses on building enterprise AI architectures, specifically integrating "System 1" bounded decision models for fast classification, relevance filtering, and retrieval-augmented generation (RAG). His work centers on purpose-built AI that embeds expert auditor knowledge to extract financial risk signals and deliver measurable business value