/ BUILT FROM THE INSIDE

AI tools for
knowledge-work teams,
by people who've run them.

Practical AI advisory for investment, wealth and advisory teams that need better workflows, not more noise.

LLMsAgentsDue DiligenceResearch AutomationPrompt EngineeringPortfolio Monitoring
/ TRY IT

Ask what AI could do for your firm

Pick a scenario to see the first pass.

/ PHILOSOPHY

AI capability is not a feature. It's a working capability. We help firms build the fluency, tools and habits that make AI useful in real decisions.

/ CAPABILITIES

Where we help

AI as a Thought Partner

AI for Investment Research & Portfolio Management

AI for Finance

AI for Operations

AI for Capital Formation & Investor Relations

AI for Knowledge Management

See something that fits? Let's talk →
/ RESOURCES

Resources

Practical guides and tools I use in real client work.

Tools

Items marked affiliate include a referral link.

/ SERVICES

How we work with you

Individual Training

One-on-one AI fluency building for executives and senior practitioners.

Team Training

Workshops and programs that get your whole team working with AI effectively.

Retained Advisory

Ongoing partnership to guide AI strategy, tooling and workflow redesign.

About VectorStrat Advisory

VectorStrat Advisory was founded by Brian Leung, a 25-year finance executive with deep experience inside sophisticated family offices.

We work with investment managers, advisory practices, family offices and wealth managers who want AI to improve real workflows.

The work is practical: sharper research, faster reporting, better knowledge reuse and safer adoption.

Begin the Conversation

Start with the workflow that matters most. We'll map what AI can do, what needs human review and where to begin.

Get in Touch