# This Time Is Different: Why AI Is Unlike Any Wave I Have Seen in 40 Years of Financial Services

> **Platform:** [SPIDITS AI](https://spidits.com/) — Real-Time AI News & Market Intelligence  
> **Published:** 2026-07-22T11:00:48.000Z  
> **Category:** PRODUCT_LAUNCH  
> **Impact Score:** 90/100  
> **Primary Source:** [Crunchbase News](https://news.crunchbase.com/fintech/ai-wave-banking-innovation-morris-qed)  
> **Canonical Citation:** [https://spidits.com/timeline/this-time-is-different-why-ai-is-unlike-any-wave-i-have-seen-in-40-years](https://spidits.com/timeline/this-time-is-different-why-ai-is-unlike-any-wave-i-have-seen-in-40-years)

## Executive Summary
AI will fundamentally rewrite the global financial value chain, making marginal operating costs near-zero and creating highly personalized, previously.

## Why It Matters (Strategic Analysis)
Crucially, this shifts the paradigm from treating operating costs as fixed to leveraging marginal economics, enabling one-size-fits-all models to break and paving the way for highly personalized services.

## Referenced Coverage & Sources
- **[Crunchbase News](https://news.crunchbase.com/fintech/ai-wave-banking-innovation-morris-qed)**: This Time Is Different: Why AI Is Unlike Any Wave I Have Seen In 40 Years Of Financial Services — _AI will fundamentally rewrite the global financial value chain, making marginal operating costs near-zero and creating highly personalized, previously..._

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*Synthesized by SPIDITS AI Market Intelligence Desk. Track live AI news, model releases, and funding: [https://spidits.com](https://spidits.com)*