client-profile-summarization

name: client-profile-summarization description: Generate holistic client profile summaries for wealth management relationships. Use when onboarding new clients, preparing for annual reviews, conducting relationship transitions between advisors, aggregating data across custodians, or creating a unified view of client financial position, goals, risk profile, and household dynamics.

metadata: display_name: "Client Profile Summarization" short_description: "Summarize wealth management client profiles holistically" default_prompt: "Summarize my client profile with key findings and next steps" version: "1.0.1" tags: - financial-services

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Client Profile Summarization

Overview

Produce comprehensive client profile summaries that aggregate financial position, investment holdings, insurance coverage, estate planning status, tax situation, and personal/family context into a unified document. These summaries serve as the foundation for advisory relationships — enabling advisors to deliver personalized advice, demonstrate fiduciary care, and maintain continuity across team transitions. Outputs conform to Reg BI suitability documentation and Form CRS relationship standards.

When to Use

• New client onboarding — creating the initial comprehensive profile
• Annual review preparation — updating and refreshing the client profile
• Advisor transition — ensuring relationship continuity with complete context transfer
• Multi-generational planning — capturing household and family dynamics
• Compliance review — documenting know-your-client (KYC) and suitability basis
• Relationship deepening — identifying unmet needs and cross-service opportunities

Required Inputs

Methodology

Step 1 — Household Composition and Personal Context

Document the complete household picture:

• Primary client: Name, DOB, SSN (last 4), employment status, employer, title, compensation structure
• Spouse/partner: Same details, including separate employment and benefits
• Dependents: Children (ages, education status, special needs), aging parents, other dependents
• Key life events: Recent or upcoming marriage, divorce, retirement, inheritance, business sale, relocation
• Health considerations: Any health factors relevant to insurance needs, life expectancy assumptions, or LTC planning
• Professional network: CPA, estate attorney, insurance agent — contact information and coordination notes
• Communication preferences: Meeting frequency, communication channels, level of detail desired, decision-making style (delegator vs. involved)

Step 2 — Financial Position Aggregation

Consolidate all financial data into a unified balance sheet:

Assets:

• Liquid investments (taxable brokerage, money market, CDs)
• Retirement accounts (401(k), IRA, Roth IRA, 403(b), SEP, defined benefit pension value)
• Real estate (primary residence, vacation property, rental/investment properties)
• Business interests (ownership stakes, estimated valuations, liquidity constraints)
• Insurance cash values (whole life CSV, annuity values)
• Other assets (collectibles, deferred compensation, stock options/RSUs, trust interests)

Liabilities:

• Mortgage(s) with balance, rate, term, and payment
• Student loans, auto loans, personal loans
• Credit card balances
• Business debt personally guaranteed
• Future commitments (education funding, eldercare)

Net worth calculation: Total assets minus total liabilities with year-over-year trend

Step 3 — Income and Cash Flow Analysis

Map all income sources and spending patterns:

• Earned income: Salary, bonus, commissions, business income (note variability)
• Investment income: Dividends, interest, rental income, capital gains distributions
• Retirement income: Pension, Social Security (current or projected), annuity payments
• Other income: Trust distributions, alimony, consulting, board fees
• Expense analysis: Fixed expenses, discretionary spending, savings rate
• Cash flow surplus/deficit: Monthly and annual net cash flow with savings capacity
• Tax efficiency: Current marginal tax rate (federal + state), AMT exposure, NIIT applicability

Step 4 — Investment Holdings Analysis

Summarize investment holdings across all accounts:

• Asset allocation: Current allocation vs. target (equity, fixed income, alternatives, cash)
• Account-level detail: Holdings by account with purpose designation
• Tax location optimization: Tax-efficient placement (bonds in tax-deferred, growth in Roth)
• Concentration risk: Single-stock positions, employer stock, sector concentration
• Cost basis: Unrealized gains/losses and tax lot management status
• Income yield: Current portfolio income yield and projected income generation
• Fee analysis: Weighted average expense ratio, advisory fees, platform fees

Step 5 — Risk Profile Assessment

Document the client's comprehensive risk profile:

• Risk tolerance questionnaire score: Quantitative score from validated instrument
• Risk capacity: Objective financial ability to absorb losses (time horizon, income stability, net worth, liquidity needs)
• Risk need: Required return to meet goals (if return need < capacity, can reduce risk)
• Behavioral considerations: Past behavior during market stress, loss aversion indicators
• Risk profile reconciliation: If tolerance, capacity, and need conflict, document how the advisory team resolved the conflict
• Suitability determination: Client classification (conservative, moderate, moderate growth, growth, aggressive) with rationale per Reg BI

Step 6 — Goals and Planning Gap Analysis

Document stated goals and assess progress:

• Retirement readiness: Monte Carlo simulation results (probability of success at X% confidence)
• Education funding: 529 plan status, projected costs, funding gap
• Insurance needs: Life insurance gap analysis, disability coverage adequacy, LTC coverage assessment
• Estate planning status: Will/trust currency, beneficiary designation review, estate tax exposure

Step 7 — Profile Summary and Action Items

Generate the final profile document:

Output Specification

## Client Profile Summary — [Client Name(s)]

### Personal Information
- Household: [Primary client and spouse/partner]
- Dependents: [Children, ages]
- Employment: [Status, employer, anticipated changes]
- Communication preference: [Frequency, channel, style]

### Financial Position Summary
| Category | Amount | % of Total |
|----------|--------|-----------|
| Liquid investments | $X,XXX,XXX | XX% |
| Retirement accounts | $X,XXX,XXX | XX% |
| Real estate (net) | $X,XXX,XXX | XX% |
| Other assets | $XXX,XXX | XX% |
| **Total assets** | **$X,XXX,XXX** | **100%** |
| Total liabilities | ($XXX,XXX) | |
| **Net worth** | **$X,XXX,XXX** | |

### Income Summary
- Total household income: $XXX,XXX
- Investment income: $XX,XXX
- Savings rate: XX%
- Marginal tax rate: XX% (federal + state)

### Investment Summary
- Total investable assets: $X,XXX,XXX
- Current allocation: XX% equity / XX% FI / XX% alt / XX% cash
- Target allocation: XX% equity / XX% FI / XX% alt / XX% cash
- Weighted expense ratio: X.XX%
- Concentration flags: [Any single positions > 10%]

### Risk Profile
- Risk tolerance: [Score and category]
- Risk capacity: [Assessment]
- Suitability classification: [Category]

### Goals Status
[Goals table with funding status and on-track indicators]

### Planning Gaps Identified
1. [Gap with recommended action]
2. [Gap with recommended action]
3. [Gap with recommended action]

### Next Steps
1. [Action — owner — deadline]
2. [Action — owner — deadline]
3. [Action — owner — deadline]

### Professional Team
- CPA: [Name, firm, contact]
- Attorney: [Name, firm, contact]
- Insurance: [Name, firm, contact]

Analysis Framework

Apply the WEALTH framework:

• Whole picture — Aggregate all financial, personal, and family data
• Earnings — Map income sources, tax situation, and cash flow
• Assets — Catalog and analyze all investment and non-investment assets
• Liabilities — Document debts and future financial commitments
• Targets — Define and prioritize financial goals with timelines
• Health — Assess risk profile, insurance adequacy, and estate readiness

Examples

Example 1 — Pre-Retirement Couple

Client: John (58) and Maria (55) Chen. Combined income: $425K. Investable assets: $2.8M across 4 accounts (2 IRAs, joint brokerage, Maria's 401k). Primary residence: $650K (mortgage: $180K at 3.2%). Risk tolerance: Moderate. Goals: Retire at 62 (John) and 60 (Maria), fund remaining 2 years of daughter's college ($80K), maintain current lifestyle. Gaps identified: Portfolio overweight equities at 78% vs. 60% target for 4–7 year retirement horizon; no LTC coverage; estate documents 12 years old and pre-date current trust law. Actions: Rebalance to 60/35/5, obtain LTC quotes, schedule estate document review with attorney.

Example 2 — Next-Gen Wealth Transfer

Client: Sarah Williams (32), recently inherited $1.4M from grandmother's trust. First-time investor. Employment: Software engineer, $185K salary. Student loans: $42K at 5.5%. No existing investment accounts beyond employer 401(k) with $35K balance. Risk tolerance: Growth (long time horizon, high capacity). Goals: Buy home in 2 years ($200K down payment), maximize long-term growth, establish charitable giving. Actions: Segregate $200K for home purchase in short-term instruments, establish taxable brokerage with 80/15/5 allocation for long-term assets, accelerate student loan payoff from inheritance, establish donor-advised fund with $25K initial contribution.

Guidelines

• Obtain explicit client consent before aggregating data from external custodians or advisors
• Mark all profile documents as confidential with appropriate handling procedures
• Update profiles at least annually and after any material life event
• Cross-reference beneficiary designations across all accounts for consistency
• Flag any discrepancies between stated risk tolerance and current portfolio positioning
• Document the source of all data elements (client-provided vs. verified vs. estimated)
• Comply with Reg BI documentation requirements for suitability basis
• Maintain version history of profile updates with timestamps

Validation Checklist

• All household members and dependents are documented with current information
• Financial position includes all known accounts, assets, and liabilities
• Income analysis covers all sources including variable and non-recurring
• Investment holdings are current (within 30 days) and cover all accounts
• Risk profile assessment uses a validated questionnaire instrument
• Goals are specific, measurable, and prioritized with timelines
• Planning gaps are identified with recommended actions
• Professional team contacts are current and coordination notes documented
• Beneficiary designations reviewed for consistency across accounts
• Profile meets Reg BI suitability documentation requirements