From The Blog

Insights on AI in private equity, venture capital, and asset management. Or read recent research from Deck Labs.

GPT-5.4 Is Here: What It Means for AI in Finance

GPT-5.4 is the strongest model we've tested for agentic AI in finance: autonomous workflows that run diligence, audit models, and size markets in parallel without losing coherence across concurrent tasks.

Team Deck

Mar 5, 2026

100 Conversations on AI in Finance

After more than 100 conversations with private equity, venture capital, and asset management teams, the patterns are clear. Here's why AI adoption has stalled across investment workflows—and what teams actually need.

Team Deck

Jan 13, 2026

Shortcuts: Codifying the Work You Already Do

Shortcuts are prebuilt commands that eliminate the friction between knowing what you want and getting it done. Define your task once, invoke it anywhere, and let the structure do the work.

Team Deck

Jan 9, 2026

The AI Danger Zone: Why General Models Fail on Financial Documents

General-purpose AI models can summarize documents and generate text with impressive fluency. But when extracting numbers from financial documents, our research reveals consistent failure patterns that make them risky for production use.

Deck Labs

Nov 4, 2025

Why ChatGPT Can't Handle Your Deal Analysis

General-purpose AI tools struggle with the context depth, framework alignment, and multi-document reasoning that private market deal analysis demands.

Team Deck

Sep 25, 2025