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.4---56# Client Profile Summarization78## Overview910Produce 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.1112## When to Use1314- New client onboarding — creating the initial comprehensive profile15- Annual review preparation — updating and refreshing the client profile16- Advisor transition — ensuring relationship continuity with complete context transfer17- Multi-generational planning — capturing household and family dynamics18- Compliance review — documenting know-your-client (KYC) and suitability basis19- Relationship deepening — identifying unmet needs and cross-service opportunities2021## Required Inputs2223| Input | Description | Format |24|-------|-------------|--------|25| Client questionnaire | Risk tolerance, goals, time horizon, income, expenses | Completed intake form |26| Account statements | All investment, banking, and retirement accounts | Custodian statements |27| Insurance policies | Life, disability, LTC, P&C coverage summaries | Policy declarations |28| Estate documents | Will, trust, POA, beneficiary designations summary | Legal document review |29| Tax returns | 2–3 years of federal and state returns | Tax documents |30| Personal information | Family composition, employment, health considerations | Client-provided |31| Existing plans | Prior financial plans, IPS documents, advisor notes | Historical records |3233## Methodology3435### Step 1 — Household Composition and Personal Context3637Document the complete household picture:3839- **Primary client**: Name, DOB, SSN (last 4), employment status, employer, title, compensation structure40- **Spouse/partner**: Same details, including separate employment and benefits41- **Dependents**: Children (ages, education status, special needs), aging parents, other dependents42- **Key life events**: Recent or upcoming marriage, divorce, retirement, inheritance, business sale, relocation43- **Health considerations**: Any health factors relevant to insurance needs, life expectancy assumptions, or LTC planning44- **Professional network**: CPA, estate attorney, insurance agent — contact information and coordination notes45- **Communication preferences**: Meeting frequency, communication channels, level of detail desired, decision-making style (delegator vs. involved)4647### Step 2 — Financial Position Aggregation4849Consolidate all financial data into a unified balance sheet:5051**Assets:**52- Liquid investments (taxable brokerage, money market, CDs)53- Retirement accounts (401(k), IRA, Roth IRA, 403(b), SEP, defined benefit pension value)54- Real estate (primary residence, vacation property, rental/investment properties)55- Business interests (ownership stakes, estimated valuations, liquidity constraints)56- Insurance cash values (whole life CSV, annuity values)57- Other assets (collectibles, deferred compensation, stock options/RSUs, trust interests)5859**Liabilities:**60- Mortgage(s) with balance, rate, term, and payment61- Student loans, auto loans, personal loans62- Credit card balances63- Business debt personally guaranteed64- Future commitments (education funding, eldercare)6566**Net worth calculation**: Total assets minus total liabilities with year-over-year trend6768### Step 3 — Income and Cash Flow Analysis6970Map all income sources and spending patterns:7172- **Earned income**: Salary, bonus, commissions, business income (note variability)73- **Investment income**: Dividends, interest, rental income, capital gains distributions74- **Retirement income**: Pension, Social Security (current or projected), annuity payments75- **Other income**: Trust distributions, alimony, consulting, board fees76- **Expense analysis**: Fixed expenses, discretionary spending, savings rate77- **Cash flow surplus/deficit**: Monthly and annual net cash flow with savings capacity78- **Tax efficiency**: Current marginal tax rate (federal + state), AMT exposure, NIIT applicability7980### Step 4 — Investment Holdings Analysis8182Summarize investment holdings across all accounts:8384- **Asset allocation**: Current allocation vs. target (equity, fixed income, alternatives, cash)85- **Account-level detail**: Holdings by account with purpose designation86- **Tax location optimization**: Tax-efficient placement (bonds in tax-deferred, growth in Roth)87- **Concentration risk**: Single-stock positions, employer stock, sector concentration88- **Cost basis**: Unrealized gains/losses and tax lot management status89- **Income yield**: Current portfolio income yield and projected income generation90- **Fee analysis**: Weighted average expense ratio, advisory fees, platform fees9192### Step 5 — Risk Profile Assessment9394Document the client's comprehensive risk profile:9596- **Risk tolerance questionnaire score**: Quantitative score from validated instrument97- **Risk capacity**: Objective financial ability to absorb losses (time horizon, income stability, net worth, liquidity needs)98- **Risk need**: Required return to meet goals (if return need < capacity, can reduce risk)99- **Behavioral considerations**: Past behavior during market stress, loss aversion indicators100- **Risk profile reconciliation**: If tolerance, capacity, and need conflict, document how the advisory team resolved the conflict101- **Suitability determination**: Client classification (conservative, moderate, moderate growth, growth, aggressive) with rationale per Reg BI102103### Step 6 — Goals and Planning Gap Analysis104105Document stated goals and assess progress:106107| Goal | Priority | Target Amount | Timeline | Current Funding | Gap | On Track |108|------|----------|--------------|----------|----------------|-----|----------|109| Retirement | High | $X.XM | XX years | $XXX K | $XXX K | [Y/N] |110| Education | High | $XXX K | XX years | $XX K | $XX K | [Y/N] |111| Home purchase | Medium | $XXX K | X years | $XX K | $XX K | [Y/N] |112| Legacy/charity | Medium | $X.XM | Lifetime | $XXX K | $XXX K | [Y/N] |113114- **Retirement readiness**: Monte Carlo simulation results (probability of success at X% confidence)115- **Education funding**: 529 plan status, projected costs, funding gap116- **Insurance needs**: Life insurance gap analysis, disability coverage adequacy, LTC coverage assessment117- **Estate planning status**: Will/trust currency, beneficiary designation review, estate tax exposure118119### Step 7 — Profile Summary and Action Items120121Generate the final profile document:122123## Output Specification124125```126## Client Profile Summary — [Client Name(s)]127128### Personal Information129- Household: [Primary client and spouse/partner]130- Dependents: [Children, ages]131- Employment: [Status, employer, anticipated changes]132- Communication preference: [Frequency, channel, style]133134### Financial Position Summary135| Category | Amount | % of Total |136|----------|--------|-----------|137| Liquid investments | $X,XXX,XXX | XX% |138| Retirement accounts | $X,XXX,XXX | XX% |139| Real estate (net) | $X,XXX,XXX | XX% |140| Other assets | $XXX,XXX | XX% |141| **Total assets** | **$X,XXX,XXX** | **100%** |142| Total liabilities | ($XXX,XXX) | |143| **Net worth** | **$X,XXX,XXX** | |144145### Income Summary146- Total household income: $XXX,XXX147- Investment income: $XX,XXX148- Savings rate: XX%149- Marginal tax rate: XX% (federal + state)150151### Investment Summary152- Total investable assets: $X,XXX,XXX153- Current allocation: XX% equity / XX% FI / XX% alt / XX% cash154- Target allocation: XX% equity / XX% FI / XX% alt / XX% cash155- Weighted expense ratio: X.XX%156- Concentration flags: [Any single positions > 10%]157158### Risk Profile159- Risk tolerance: [Score and category]160- Risk capacity: [Assessment]161- Suitability classification: [Category]162163### Goals Status164[Goals table with funding status and on-track indicators]165166### Planning Gaps Identified1671. [Gap with recommended action]1682. [Gap with recommended action]1693. [Gap with recommended action]170171### Next Steps1721. [Action — owner — deadline]1732. [Action — owner — deadline]1743. [Action — owner — deadline]175176### Professional Team177- CPA: [Name, firm, contact]178- Attorney: [Name, firm, contact]179- Insurance: [Name, firm, contact]180```181182## Analysis Framework183184Apply the **WEALTH** framework:185186- **W**hole picture — Aggregate all financial, personal, and family data187- **E**arnings — Map income sources, tax situation, and cash flow188- **A**ssets — Catalog and analyze all investment and non-investment assets189- **L**iabilities — Document debts and future financial commitments190- **T**argets — Define and prioritize financial goals with timelines191- **H**ealth — Assess risk profile, insurance adequacy, and estate readiness192193## Examples194195**Example 1 — Pre-Retirement Couple**196197Client: 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.198199**Example 2 — Next-Gen Wealth Transfer**200201Client: 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.202203## Guidelines204205- Obtain explicit client consent before aggregating data from external custodians or advisors206- Mark all profile documents as confidential with appropriate handling procedures207- Update profiles at least annually and after any material life event208- Cross-reference beneficiary designations across all accounts for consistency209- Flag any discrepancies between stated risk tolerance and current portfolio positioning210- Document the source of all data elements (client-provided vs. verified vs. estimated)211- Comply with Reg BI documentation requirements for suitability basis212- Maintain version history of profile updates with timestamps213214## Validation Checklist215216- [ ] All household members and dependents are documented with current information217- [ ] Financial position includes all known accounts, assets, and liabilities218- [ ] Income analysis covers all sources including variable and non-recurring219- [ ] Investment holdings are current (within 30 days) and cover all accounts220- [ ] Risk profile assessment uses a validated questionnaire instrument221- [ ] Goals are specific, measurable, and prioritized with timelines222- [ ] Planning gaps are identified with recommended actions223- [ ] Professional team contacts are current and coordination notes documented224- [ ] Beneficiary designations reviewed for consistency across accounts225- [ ] Profile meets Reg BI suitability documentation requirements