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
| Input |
Description |
Format |
| Client questionnaire |
Risk tolerance, goals, time horizon, income, expenses |
Completed intake form |
| Account statements |
All investment, banking, and retirement accounts |
Custodian statements |
| Insurance policies |
Life, disability, LTC, P&C coverage summaries |
Policy declarations |
| Estate documents |
Will, trust, POA, beneficiary designations summary |
Legal document review |
| Tax returns |
2–3 years of federal and state returns |
Tax documents |
| Personal information |
Family composition, employment, health considerations |
Client-provided |
| Existing plans |
Prior financial plans, IPS documents, advisor notes |
Historical records |
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:
| Goal |
Priority |
Target Amount |
Timeline |
Current Funding |
Gap |
On Track |
| Retirement |
High |
$X.XM |
XX years |
$XXX K |
$XXX K |
[Y/N] |
| Education |
High |
$XXX K |
XX years |
$XX K |
$XX K |
[Y/N] |
| Home purchase |
Medium |
$XXX K |
X years |
$XX K |
$XX K |
[Y/N] |
| Legacy/charity |
Medium |
$X.XM |
Lifetime |
$XXX K |
$XXX K |
[Y/N] |
- 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
1---2name: client-profile-summarization3description: 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.45metadata:6 display_name: "Client Profile Summarization"7 short_description: "Summarize wealth management client profiles holistically"8 default_prompt: "Summarize my client profile with key findings and next steps"9 version: "1.0.0"10 tags:11 - financial-services12 icon_path: "assets/icon.png"13---1415# Client Profile Summarization1617## Overview1819Produce 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.2021## When to Use2223- New client onboarding — creating the initial comprehensive profile24- Annual review preparation — updating and refreshing the client profile25- Advisor transition — ensuring relationship continuity with complete context transfer26- Multi-generational planning — capturing household and family dynamics27- Compliance review — documenting know-your-client (KYC) and suitability basis28- Relationship deepening — identifying unmet needs and cross-service opportunities2930## Required Inputs3132| Input | Description | Format |33|-------|-------------|--------|34| Client questionnaire | Risk tolerance, goals, time horizon, income, expenses | Completed intake form |35| Account statements | All investment, banking, and retirement accounts | Custodian statements |36| Insurance policies | Life, disability, LTC, P&C coverage summaries | Policy declarations |37| Estate documents | Will, trust, POA, beneficiary designations summary | Legal document review |38| Tax returns | 2–3 years of federal and state returns | Tax documents |39| Personal information | Family composition, employment, health considerations | Client-provided |40| Existing plans | Prior financial plans, IPS documents, advisor notes | Historical records |4142## Methodology4344### Step 1 — Household Composition and Personal Context4546Document the complete household picture:4748- **Primary client**: Name, DOB, SSN (last 4), employment status, employer, title, compensation structure49- **Spouse/partner**: Same details, including separate employment and benefits50- **Dependents**: Children (ages, education status, special needs), aging parents, other dependents51- **Key life events**: Recent or upcoming marriage, divorce, retirement, inheritance, business sale, relocation52- **Health considerations**: Any health factors relevant to insurance needs, life expectancy assumptions, or LTC planning53- **Professional network**: CPA, estate attorney, insurance agent — contact information and coordination notes54- **Communication preferences**: Meeting frequency, communication channels, level of detail desired, decision-making style (delegator vs. involved)5556### Step 2 — Financial Position Aggregation5758Consolidate all financial data into a unified balance sheet:5960**Assets:**61- Liquid investments (taxable brokerage, money market, CDs)62- Retirement accounts (401(k), IRA, Roth IRA, 403(b), SEP, defined benefit pension value)63- Real estate (primary residence, vacation property, rental/investment properties)64- Business interests (ownership stakes, estimated valuations, liquidity constraints)65- Insurance cash values (whole life CSV, annuity values)66- Other assets (collectibles, deferred compensation, stock options/RSUs, trust interests)6768**Liabilities:**69- Mortgage(s) with balance, rate, term, and payment70- Student loans, auto loans, personal loans71- Credit card balances72- Business debt personally guaranteed73- Future commitments (education funding, eldercare)7475**Net worth calculation**: Total assets minus total liabilities with year-over-year trend7677### Step 3 — Income and Cash Flow Analysis7879Map all income sources and spending patterns:8081- **Earned income**: Salary, bonus, commissions, business income (note variability)82- **Investment income**: Dividends, interest, rental income, capital gains distributions83- **Retirement income**: Pension, Social Security (current or projected), annuity payments84- **Other income**: Trust distributions, alimony, consulting, board fees85- **Expense analysis**: Fixed expenses, discretionary spending, savings rate86- **Cash flow surplus/deficit**: Monthly and annual net cash flow with savings capacity87- **Tax efficiency**: Current marginal tax rate (federal + state), AMT exposure, NIIT applicability8889### Step 4 — Investment Holdings Analysis9091Summarize investment holdings across all accounts:9293- **Asset allocation**: Current allocation vs. target (equity, fixed income, alternatives, cash)94- **Account-level detail**: Holdings by account with purpose designation95- **Tax location optimization**: Tax-efficient placement (bonds in tax-deferred, growth in Roth)96- **Concentration risk**: Single-stock positions, employer stock, sector concentration97- **Cost basis**: Unrealized gains/losses and tax lot management status98- **Income yield**: Current portfolio income yield and projected income generation99- **Fee analysis**: Weighted average expense ratio, advisory fees, platform fees100101### Step 5 — Risk Profile Assessment102103Document the client's comprehensive risk profile:104105- **Risk tolerance questionnaire score**: Quantitative score from validated instrument106- **Risk capacity**: Objective financial ability to absorb losses (time horizon, income stability, net worth, liquidity needs)107- **Risk need**: Required return to meet goals (if return need < capacity, can reduce risk)108- **Behavioral considerations**: Past behavior during market stress, loss aversion indicators109- **Risk profile reconciliation**: If tolerance, capacity, and need conflict, document how the advisory team resolved the conflict110- **Suitability determination**: Client classification (conservative, moderate, moderate growth, growth, aggressive) with rationale per Reg BI111112### Step 6 — Goals and Planning Gap Analysis113114Document stated goals and assess progress:115116| Goal | Priority | Target Amount | Timeline | Current Funding | Gap | On Track |117|------|----------|--------------|----------|----------------|-----|----------|118| Retirement | High | $X.XM | XX years | $XXX K | $XXX K | [Y/N] |119| Education | High | $XXX K | XX years | $XX K | $XX K | [Y/N] |120| Home purchase | Medium | $XXX K | X years | $XX K | $XX K | [Y/N] |121| Legacy/charity | Medium | $X.XM | Lifetime | $XXX K | $XXX K | [Y/N] |122123- **Retirement readiness**: Monte Carlo simulation results (probability of success at X% confidence)124- **Education funding**: 529 plan status, projected costs, funding gap125- **Insurance needs**: Life insurance gap analysis, disability coverage adequacy, LTC coverage assessment126- **Estate planning status**: Will/trust currency, beneficiary designation review, estate tax exposure127128### Step 7 — Profile Summary and Action Items129130Generate the final profile document:131132## Output Specification133134```135## Client Profile Summary — [Client Name(s)]136137### Personal Information138- Household: [Primary client and spouse/partner]139- Dependents: [Children, ages]140- Employment: [Status, employer, anticipated changes]141- Communication preference: [Frequency, channel, style]142143### Financial Position Summary144| Category | Amount | % of Total |145|----------|--------|-----------|146| Liquid investments | $X,XXX,XXX | XX% |147| Retirement accounts | $X,XXX,XXX | XX% |148| Real estate (net) | $X,XXX,XXX | XX% |149| Other assets | $XXX,XXX | XX% |150| **Total assets** | **$X,XXX,XXX** | **100%** |151| Total liabilities | ($XXX,XXX) | |152| **Net worth** | **$X,XXX,XXX** | |153154### Income Summary155- Total household income: $XXX,XXX156- Investment income: $XX,XXX157- Savings rate: XX%158- Marginal tax rate: XX% (federal + state)159160### Investment Summary161- Total investable assets: $X,XXX,XXX162- Current allocation: XX% equity / XX% FI / XX% alt / XX% cash163- Target allocation: XX% equity / XX% FI / XX% alt / XX% cash164- Weighted expense ratio: X.XX%165- Concentration flags: [Any single positions > 10%]166167### Risk Profile168- Risk tolerance: [Score and category]169- Risk capacity: [Assessment]170- Suitability classification: [Category]171172### Goals Status173[Goals table with funding status and on-track indicators]174175### Planning Gaps Identified1761. [Gap with recommended action]1772. [Gap with recommended action]1783. [Gap with recommended action]179180### Next Steps1811. [Action — owner — deadline]1822. [Action — owner — deadline]1833. [Action — owner — deadline]184185### Professional Team186- CPA: [Name, firm, contact]187- Attorney: [Name, firm, contact]188- Insurance: [Name, firm, contact]189```190191## Analysis Framework192193Apply the **WEALTH** framework:194195- **W**hole picture — Aggregate all financial, personal, and family data196- **E**arnings — Map income sources, tax situation, and cash flow197- **A**ssets — Catalog and analyze all investment and non-investment assets198- **L**iabilities — Document debts and future financial commitments199- **T**argets — Define and prioritize financial goals with timelines200- **H**ealth — Assess risk profile, insurance adequacy, and estate readiness201202## Examples203204**Example 1 — Pre-Retirement Couple**205206Client: 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.207208**Example 2 — Next-Gen Wealth Transfer**209210Client: 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.211212## Guidelines213214- Obtain explicit client consent before aggregating data from external custodians or advisors215- Mark all profile documents as confidential with appropriate handling procedures216- Update profiles at least annually and after any material life event217- Cross-reference beneficiary designations across all accounts for consistency218- Flag any discrepancies between stated risk tolerance and current portfolio positioning219- Document the source of all data elements (client-provided vs. verified vs. estimated)220- Comply with Reg BI documentation requirements for suitability basis221- Maintain version history of profile updates with timestamps222223## Validation Checklist224225- [ ] All household members and dependents are documented with current information226- [ ] Financial position includes all known accounts, assets, and liabilities227- [ ] Income analysis covers all sources including variable and non-recurring228- [ ] Investment holdings are current (within 30 days) and cover all accounts229- [ ] Risk profile assessment uses a validated questionnaire instrument230- [ ] Goals are specific, measurable, and prioritized with timelines231- [ ] Planning gaps are identified with recommended actions232- [ ] Professional team contacts are current and coordination notes documented233- [ ] Beneficiary designations reviewed for consistency across accounts234- [ ] Profile meets Reg BI suitability documentation requirements