Opportunity Map
Three to five realistic AI use cases, prioritized across advisor productivity, private knowledge, compliance, research memory, and operations.
Engineered for the business of wealth
Turning decades of institutional knowledge into intelligent systems.
WestStack is built and run by software engineers with years of finance-enterprise experience. We build the foundational AI platform for the wealth management and family office ecosystem — secure, production-ready AI that works.
| First build | What it does | Measured by | |
|---|---|---|---|
| Advisor Meeting Prep | Sourced briefing packets from CRM notes, portfolio context, and history. | Prep hours returned per advisor, per week | № 01 |
| Investment Memo & RFP Drafting | Diligence notes and approved language become cited first drafts. | Drafting time saved; source coverage | № 02 |
| Compliance-Aware Review | Drafts checked against firm policy before human review. | Review-cycle time; avoidable edits | № 03 |
| Private Knowledge Assistant | Permission-aware search across policies, research, and client notes. | Time-to-answer; onboarding speed | № 04 |
I The evidence
A 2026 NBER study of corporate executives found AI's largest productivity gains concentrated in high-skill services and finance — and that value accrues to firms that move beyond experimentation to focused, production-ready builds.
II What we build
01Private Knowledge AssistantSearch firm knowledge through a secure, permission-aware interface.02Advisor Meeting PrepBriefing packets assembled from CRM, portfolio, and planning history.03Compliance-Aware ReviewPolicy, disclosures, and approved language — checked before human review.04Research & Deal MemoryInstitutional diligence knowledge, captured and retrievable firm-wide.05Memo & RFP DraftingCited first drafts from diligence notes and approved firm language.06Workflow Automation AgentsDocument-heavy handoffs automated, with human oversight intact.
III Your systems, your models
Microsoft 365TeamsSlackSalesforceGoogle DriveSnowflakeBoxNotionDropboxOneDriveClaudeOpenAIGeminiLlamaMistralLocal · OllamaAzure AI
No rip-and-replace. We connect AI to the tools your firm already runs on — permissions intact, model-agnostic, deployed in cloud, private cloud, or fully on-premises.
IV The opportunity audit
First Build Recommendation
One narrow starting point with the right balance of value, security, feasibility, and measurable return.
Implementation Path
Workflow, data requirements, success metrics, timeline, and the next steps for a secure first build.
V Areas of practice
i.
Agentic System Design
Systems that reason, plan, and act — architected for reliability, not novelty.
ii.
Intelligent Knowledge Assistants
Private assistants powered by your documents, policies, and client data.
iii.
Data Connectivity & MCP
Secure bridges to portfolio systems, custodians, CRMs, and market data.
iv.
AI-Powered Development
Your engineers, accelerated with agentic development workflows.
v.
Agents & Workflow Automation
Manual processes replaced — with the guardrails finance demands.
vi.
Local LLM & Hybrid Infrastructure
Sensitive data on-premise; cloud where it counts. Never locked in.
Correspondence
Begin with one narrow, provable build.
Tell us about your firm's workflows and we will show you where AI delivers measurable value — and where it should not go at all.