Company Spotlight
Deep dives into specific companies and their approach to financial AI
High-Frequency Trading and AI: Inside Modern Market Microstructure
HFT firms execute roughly 50% of US equity volume. The public narrative focuses on speed. The actual edge is increasingly about ML-based signal extraction and inventory management.
Cyber Insurance and AI: How Machine Learning Prices Digital Risk
The cyber insurance market hit $14 billion in premiums in 2024 and is growing at 25% annually. The fundamental problem: pricing risk when the threat changes faster than actuarial tables can be updated.
AI-Powered Neobanks: How Revolut, Nubank, and Monzo Use Machine Learning
The largest digital banks now serve over 300 million customers combined. Their competitive edge isn't the app interface; it's the ML infrastructure underneath it.
How Quant Hedge Funds Actually Use Machine Learning
The phrase 'AI-powered trading' appears in hundreds of fintech pitch decks. What Two Sigma, Jane Street, and Citadel Securities actually do with ML looks nothing like the marketing.
Embedded Lending in 2025: How AI Enables Instant Credit at Checkout
When a consumer clicks 'Pay in 4,' the AI underwriting decision happens in under 200 milliseconds. From BNPL to B2B invoice financing, embedded lending is rewriting how credit gets distributed.