Independent AI risk intelligence covering AI failures, enterprise AI risk, AI ROI, governance, liability, and emerging exposure for executives, investors, insurers, and high-stakes decision-makers.

About Me

Earlier decision advantage begins with seeing risk, failure, and exposure clearly.

My Mission

I track where AI breaks, where risk surfaces, and where hidden exposure begins—then turn those signals into strategic intelligence for the people making high-stakes decisions about AI.

Behind the Intelligence

Independent intelligence where AI failure becomes strategic exposure.

Tarra Bantwal

High-Stakes AI Risk Intelligence Analyst

Specializing in AI failure, risk, ROI, governance, and emerging exposure for executives, investors, insurers, operators, and leaders making high-stakes AI decisions.