Wealth Management Client Report Generation

The Problem

Wealth management teams deliver periodic client reports (monthly, quarterly) summarizing: portfolio holdings and allocation, performance vs. benchmark, market commentary, asset activity (deposits, trades), tax considerations, and recommendations. Reports are customized by client (different asset allocation, holdings, benchmark). Current process: wealth advisor or operations team manually gathers portfolio data, performance metrics, adds market commentary (pulled from market research), compiles into client-specific report format (PDF or web portal). Time per report: 1-2 hours for standard client, 3-4 hours for complex client with multiple accounts. Volume: 1000-10000+ reports/quarter depending on firm size. Reports are often delayed (month-end reporting delays compress timeline). Accuracy varies (data mismatches, stale market commentary).

Data Requirements

Data Sources:

• Wealth Management System (Advent Geneva, Albridge, SS&C Advent, or similar) , Client accounts, holdings, transactions, performance data, cost basis
• Market Data Feeds (Bloomberg, FactSet, Morningstar) , Index returns, sector returns, fund performance, market data during reporting period
• Internal Market Commentary Database (SharePoint, Confluence, or custom) , Curated investment commentary, market analysis, research reports from wealth team or third-party providers
• Client Master Database , Client profile, risk profile, investment objectives, benchmark, tax status, account structure
• Performance Calculation Engine (internal) , Total return calculation, attribution analysis, benchmark comparison
• Report Template Database , Template by client tier, customization rules for different client segments
• Tax Database (if applicable) , Cost basis, realized gains/losses, tax lot information for tax reporting

Data Classification:

• Public: Benchmark index data, market data (Bloomberg, FactSet)
• Internal Structured: Client account data, holdings, transactions, performance calculations, client profile, report templates
• Internal Unstructured: Market commentary memos, research notes
• External Third-Party: Bloomberg data, FactSet data, Morningstar data, third-party research
• Sensitive/Regulated: Client account data, holdings, performance data, cost basis, tax information, personal client data

Data Quality Requirements:

Portfolio data completeness: 99%+ (all holdings captured). Valuation accuracy: T+0 to T+1 (same-day valuations from wealth system). Performance calculation accuracy: 100% reconciliation with benchmark (to basis point level). Market data freshness: end-of-period closing prices. Client profile data accuracy: 100% (matching source records). Report generation accuracy: numerical accuracy 100%, narrative consistency 90%+.

Integration Complexity: Medium , Requires integration with wealth management system (Advent Geneva, Albridge, SS&C). Market data feeds integration (Bloomberg, FactSet, Morningstar) for performance benchmarks. Performance calculation engine may require custom development if complex attribution analysis needed. Report generation and formatting requires template-based approach. Delivery channels (PDF, web portal, email) require separate integrations. Tax calculations (if included) require complex business logic.

Regulatory Alignment

• SEC Regulation (Investment Advisers Act): Agent assists in generating required client reports per SEC standards
• FINRA Rules (Suitability, Account Statements): Agent produces reports conforming to FINRA requirements
• GLBA Privacy Rule: Agent does not expose client data outside secure systems

Comparable Implementations

• Morgan Stanley: Wealth client report automation; 90% of reports auto-generated; client delivery accelerated to 3 days post-month-end
• Charles Schwab: Periodic report generation; 80% reduction in operations time per report