Insights & Updates

Stop using AI like entertainment and start deploying it like enterprise. Learn how LLMs, RAG, vector databases, and embeddings connect to create governed AI systems that hedge funds trust.

Discover why AI hallucinations happen & learn 5 proven methods to prevent them. Expert guide on prompt engineering, RAG, and enterprise AI governance for hedge funds.

The 2025 State of AI Report from Air Street Capital just dropped, and it's the most influential AI analysis in Silicon Valley. The race has shifted from building to routing. Companies win not by training the biggest model, but by orchestrating the smartest system.

You've probably heard the term AI agent floating around and maybe rolled your eyes because it sounds like another buzzword. Let's strip away the jargon and understand where AI is today vs. where it's going — from assistants to copilots to true multi-agent delegation.

Oct 1st, start of Q4. Everyone's talking about AI. Most people in finance think ChatGPT = AI. But here's the problem: ChatGPT is a generalist. If you're running a fund, you don't hire only generalists. You hire specialists.

At HFTCON, a simple demonstration of AI-powered Outlook calendar scheduling left a room full of executives speechless. Here's why intelligent calendar automation is transforming how enterprise teams coordinate and collaborate.

Microsoft Teams does a great job of turning spoken words into text. But for most firms, that's where the value stops. Audition AI transforms that transcription into compliance-ready insights, role-specific summaries, and actionable next steps.

Just six months ago, there were about 1,000 MCP servers known in the wild. Today, there are tens of thousands. This rapid growth is reshaping how enterprises—and especially hedge funds—use Generative AI. But here's the catch: not all MCP servers are safe.

We love ChatGPT. It's brilliant technology, and we use it ourselves. But here's the catch: many hedge funds are adopting ChatGPT Enterprise under the assumption that it's a secure, enterprise-ready AI solution. It isn't.

I will deliver 4x ROI on your AI investment. I've served Hedge Funds for over three decades, and this is my personal commitment to delivering at 4x ROI with generative AI in a world failing to do so.