AI Consulting for Wealth Management
Bring AI to your firm that has measurable impact
WestStack is built and run by software engineers with years of finance-enterprise experience. We help wealth managers and family offices identify, scope, and ship secure, production-ready AI around the workflows that matter most — without exposing sensitive client data. Start narrow. Ship complete.
A 2026 National Bureau of Economic Research study of corporate executives found AI's largest productivity gains are concentrated in high-skill services and finance. Yet the same research finds perceived gains still outpace measured ones — value accrues to firms that move beyond experimentation to focused, production-ready builds, then expand. It's an approach we embody.
How we start
Start with a proven use case
We don’t start with an abstract strategy deck. We begin with one narrow, production-ready build with measurable results — then expand on that success. Here’s where firms like yours start.
Investment Memo & RFP Drafting
Turn diligence notes and approved language into sourced first drafts.
See how it worksAdvisor Meeting Prep
Assemble briefing packets from CRM notes, portfolio context, and history.
See how it worksCompliance-Aware Review
Check drafts against firm policy and approved language before human review.
See how it worksPrivate Knowledge Assistant
Search policies, research, and client notes through a permission-aware interface.
See how it worksResearch & Deal Memory
Capture and retrieve institutional diligence knowledge across the firm.
See how it worksWorkflow Automation Agent
Automate document-heavy handoffs and recurring tasks with human oversight.
See how it worksYour systems
Works with your data, wherever it is
No rip-and-replace. We connect AI securely to the tools your firm already runs on — reading, writing, and acting across your existing systems with permissions intact.
Your choice of model
Model agnostic
Bring your own AI provider, run a local open-weight model, or let us help you choose the right one for each task — balancing quality, cost, privacy, and resilience. You’re never locked in.
Use your provider
Already standardized on Claude, OpenAI, or Azure? We build on the stack you trust.
Run it locally
Keep sensitive workloads in your environment with open-weight models on your own hardware.
We help you pick
Not sure? We benchmark options against your workflows and recommend a fit.
Private by design
Adopt AI without exposing sensitive client data. Every build is engineered to SOC 2-aligned security standards from the start, with permissions and audit trails baked in.
Cloud, private cloud, or on-prem
Deploy in a managed cloud, your firm’s private cloud, or fully on-premises — leveraging Microsoft Azure’s AI, security, and compliance capabilities or your own infrastructure.
What We Build
Practical AI systems for real workflows
No abstract strategy decks — and no assembled no-code workflows. We engineer bespoke, custom software your firm owns, built around your data and processes, with measurable outcomes.
Private Knowledge Assistant
Search policies, research, planning docs, client notes, and internal knowledge through a secure, permission-aware AI interface.
Advisor Meeting Prep
Generate sourced briefing packets from CRM notes, prior meetings, portfolio context, planning history, and open tasks.
Compliance-Aware Review
Check drafts against firm policy, disclosure requirements, and approved language before human compliance review.
Research & Deal Memory
Preserve and retrieve institutional knowledge across diligence notes, investment memos, market commentary, and manager research.
Investment Memo & RFP Drafting
Turn diligence notes, approved language, portfolio data, and prior responses into sourced first drafts for human review.
Workflow Automation Agents
Automate document-heavy handoffs, data collection, recurring tasks, and operational workflows with human oversight.
Hybrid AI Infrastructure
Route sensitive work to private/local models and use cloud AI where appropriate for cost, quality, and resilience.
AI Opportunity & Workflow Audit
Not sure where AI should start? Start with the workflow.
Most AI initiatives fail because the first use case is too broad, too risky, or too hard to measure. WestStack — a team of software engineers with years of finance-enterprise experience — helps wealth managers and family offices identify one safe, valuable first build before committing to a larger program.
In a focused audit, we map your best AI opportunities, assess data and privacy constraints against SOC 2-aligned security standards, and recommend a narrow, production-ready first build with clear scope, success metrics, and an implementation path.
Request a DemoOpportunity Map
Prioritize 3-5 realistic AI use cases across advisor productivity, private knowledge, compliance review, research memory, and operations.
First Build Recommendation
Select one narrow starting point with the right balance of value, security, feasibility, and measurable ROI.
Implementation Path
Define the workflow, data requirements, success metrics, timeline, and next steps for a secure first build.
Strategic Areas of Focus
Where we help your firm move first
Six focused areas where we help wealth managers and family offices design, build, and govern AI systems that deliver measurable results.
Agentic System Design
Design AI systems that reason, plan, and act — not just respond. We architect the context, instructions, and orchestration layers that turn foundation models into reliable business tools.
Intelligent Knowledge Assistants
Deploy private AI assistants powered by your documents, policies, and client data — so your team gets instant, accurate answers without exposing sensitive information.
Data Connectivity & MCP Integrations
Connect your AI systems to portfolio systems, custodians, CRMs, and market data providers using MCP — the emerging enterprise standard for AI integrations.
AI-Powered Development
Accelerate your in-house development team with Claude Code, Cursor, and agentic development workflows that ship better software faster.
AI Agents & Workflow Automation
Replace manual processes with AI agents that reason, decide, and act — with the governance and compliance guardrails financial services demand.
Local LLM Deployment & Hybrid Infrastructure
Deploy local LLMs on your infrastructure with hybrid routing that keeps sensitive data on-premise, cuts cloud costs, and ensures resilience when providers throttle access.
Ready to explore AI for your firm?
Start with a focused audit. Start narrow, ship complete — we'll help you find one safe, high-value first build with clear scope and measurable outcomes.
Request a DemoRequest an AI Demo
Tell us about your firm's workflows and we'll walk you through where AI can deliver the most value.
Request a Demo