Wealth management AI agents are the most concrete near-term opportunity in the entire agentic economy — and the data shows the window to be an early mover is still open, but not for long. Cerulli Associates projects $124 trillion in wealth will transfer from one generation to the next through 2048. That is the largest … Read more
The AI agent revenue loop is the unit of analysis that makes autonomous income practical — not because any single loop generates significant money, but because the economics of stacking ten small loops have crossed a threshold that makes the math genuinely interesting in 2026. The honest baseline comes from a DEV Community operator who … Read more
Agentic AI ROI calculations are systematically wrong at most organizations — not because the technology doesn’t deliver, but because CFOs are measuring one of four value categories and calling it the total. IBM’s CEO Study found that only 25% of AI initiatives deliver expected ROI, and only 16% have scaled enterprise-wide. The barrier is almost … Read more
The self-driving portfolio just moved from metaphor to working prototype — and the paper describing it is worth reading carefully, because the results are simultaneously more impressive and more limited than the headlines suggest. In April 2026, former BlackRock executive Andrew Ang, sovereign wealth fund CIO Nazym Azimbayev, and Deutsche Bank quant Andrey Kim published … Read more
AI agent unit economics is the number most builders running autonomous pipelines have never calculated — and it’s the number that determines whether the entire operation is a business or an expensive hobby that occasionally generates revenue. The framing that makes this concrete: an agent calling Claude Opus to power a $0.05 data API call … Read more
Agentic commerce revenue is the largest wealth transfer in retail history that most sellers aren’t positioned to capture — because AI agents make purchasing decisions based on structured data, not visual design, and most storefronts are built entirely the wrong way around. The numbers are striking. AI traffic to US retailers grew 393% year-over-year in … Read more
AI agent monetization is generating more noise than almost any topic in the agentic space right now — and most of it is misleading. The promise of fully passive income from autonomous agents is real in one narrow sense and wrong in almost every other. A 30-day honest test published on DEV Community in March … Read more
An AI agent wallet exploit doesn’t need to break a smart contract or steal a private key anymore. It just needs to get the agent to decode the wrong message. In May 2026, an attacker gifted xAI’s Grok wallet a Bankr Club Membership NFT — an action that unlocked transfer and swap permissions on a … Read more
The AI treasury adoption gap is the uncomfortable number sitting underneath every vendor pitch about autonomous finance: a Crisil/Greenwich study published in February 2026 found that under 10% of surveyed companies actually use AI in core treasury operations today. That’s a striking gap against the volume of agentic treasury content — including several posts in … Read more
Deepfake wire fraud has crossed a threshold most treasury teams haven’t priced in yet: human listeners can no longer reliably tell a cloned executive voice from the real one. In one of the highest-profile cases to date, engineering firm Arup lost $25.6 million after an employee joined a video call where every other participant — … Read more