/advisor-dashboards
Design, build, and optimize dashboards for RIA practice management with AUM tracking, revenue analytics, and KPI frameworks. Use when the user asks about tracking firm-level metrics, monitoring advisor productivity, measuring organic growth rate, analyzing client retention and
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Design, build, and optimize dashboards for RIA practice management with AUM tracking, revenue analytics, and KPI frameworks. Use when the user asks about tracking firm-level metrics, monitoring advisor productivity, measuring organic growth rate, analyzing client retention and
SKILL.md
advisor-dashboards.SKILL.mdname: advisor-dashboards
description: "Design, build, and optimize dashboards for RIA practice management with AUM tracking, revenue analytics, and KPI frameworks. Use when the user asks about tracking firm-level metrics, monitoring advisor productivity, measuring organic growth rate, analyzing client retention and attrition, building executive or branch manager views, setting up exception alerts for NIGO and operational items, benchmarking against industry peers, or designing role-based dashboard access. Also trigger when users mention 'how is the practice doing', 'revenue per advisor', 'client attrition', 'net new assets', 'effective fee rate', 'practice benchmarking', 'AUM growth decomposition', or 'advisor capacity'."
Advisor Dashboards
Core Concepts
1. Practice-Level KPIs
Key performance indicators for advisory practices fall into several categories, each measuring a different dimension of firm health. A well-designed KPI framework provides both a snapshot of current performance and the trend data needed to identify emerging risks or opportunities.
**AUM (Assets Under Management).** The foundational metric for any AUM-based advisory practice. Total firm AUM is the product of client count, average relationship size, and market performance. AUM should be tracked at multiple levels: firm total, by advisor or team, by client segment (high-net-worth, mass affluent, institutional), by account type (taxable, IRA, trust, plan), and by custodian. AUM changes decompose into two components — market appreciation/depreciation and net new assets — and tracking each separately reveals whether growth is organic (advisor-driven) or market-driven.
**Revenue.** Total advisory revenue, broken down by fee type (AUM-based fees, financial planning fees, hourly fees, performance fees, other), by advisor or team, by client segment, and by billing period. The effective fee rate (total revenue divided by average AUM) is a critical derived metric that reveals fee compression trends over time. Revenue should be tracked on both an accrual basis (for GAAP reporting) and a cash basis (for cash flow management).
**Client Count.** The number of active client households, tracked by segment, advisor, and tenure. Distinguish between households (the billing and relationship unit) and accounts (the custodial unit). A firm with 500 households might have 2,000 accounts. Client count trends — net new households per quarter, attrition rate, and average household tenure — reveal the health of the firm's client acquisition and retention efforts.
**Revenue Per Client.** Average annual revenue per household, segmented by client tier. This metric exposes whether the firm is growing revenue through larger relationships or by adding many small ones. Declining revenue per client may indicate fee compression, client downsizing, or an acquisition strategy that targets smaller relationships than the firm's economics require.
**Average Account Size.** Total AUM divided by the number of accounts (or households). Tracked over time, this metric reveals whether the firm is attracting larger or smaller relationships. When combined with revenue per client, it exposes effective fee rate trends at the client level.
**Organic Growth Rate.** Net new assets (new client assets plus existing client contributions minus withdrawals minus terminated client assets) divided by beginning-of-period AUM, expressed as an annualized percentage. Organic growth strips out market appreciation to isolate the advisor-driven component of AUM change. Industry benchmarks for healthy RIAs typically target 5-10% annual organic growth. Negative organic growth — even during strong markets — signals that the firm is losing ground despite favorable conditions.
**Retention Rate.** The percentage of beginning-of-period AUM or client count that remains at the end of the period, excluding market effects. A 95% client retention rate means 5% of clients (by count or AUM) left during the period. Retention is often more valuable than acquisition: replacing a departed $2M client requires acquiring two new $1M clients, each carrying acquisition cost and onboarding effort.
**Referral Rate.** New clients acquired through existing client referrals as a percentage of total new clients. Referral-sourced clients tend to have higher AUM, lower acquisition cost, and higher retention. Tracking referral rate by advisor identifies which advisors have the strongest referral networks and which may benefit from referral training or process improvement.
**Profitability Metrics.** For firms that track practice-level financials, operating margin (revenue minus direct and allocated expenses, divided by revenue) is the ultimate measure of practice efficiency. Industry benchmarks for well-run RIAs typically show operating margins of 25-35%. Revenue per employee (total revenue divided by total headcount) provides a simpler proxy for overall productivity. Compensation-to-revenue ratio (total compensation including advisor payouts divided by total revenue) should typically fall between 55-70% for sustainable practices.
2. AUM and Revenue Dashboards
AUM and revenue dashboards provide the financial pulse of the advisory practice. They answer the questions firm leadership asks most frequently: how much do we manage, how much are we earning, where is the growth coming from, and what does the trajectory look like?
**AUM by Advisor/Team/Segment.** A hierarchical view that drills from firm total AUM down to team, advisor, and individual household. Heatmaps or bar charts comparing advisors by AUM highlight concentration risk (if one advisor manages a disproportionate share) and identify capacity constraints (advisors approaching their effective management limit). Segment views (by client tier, account type, or investment model) reveal the composition of the firm's book and inform strategic decisions about target markets.
**Revenue by Fee Type.** A breakdown showing what perce
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name: advisor-dashboards description: "Design, build, and optimize dashboards for RIA practice management with AUM tracking, revenue analytics, and KPI frameworks. Use when the user asks about tracking firm-level metrics, monitoring advisor productivity, measuring organic growth rate, analyzing client retention and attrition, building executive or branch manager views, setting up exception alerts for NIGO and operational items, benchmarking against industry peers, or designing role-based dashboard access. Also trigger when users mention 'how is the practice doing', 'revenue per advisor', 'client attrition', 'net new assets', 'effective fee rate', 'practice benchmarking', 'AUM growth decomposition', or 'advisor capacity'."
Advisor Dashboards
Core Concepts
1. Practice-Level KPIs
Key performance indicators for advisory practices fall into several categories, each measuring a different dimension of firm health. A well-designed KPI framework provides both a snapshot of current performance and the trend data needed to identify emerging risks or opportunities.
**AUM (Assets Under Management).** The foundational metric for any AUM-based advisory practice. Total firm AUM is the product of client count, average relationship size, and market performance. AUM should be tracked at multiple levels: firm total, by advisor or team, by client segment (high-net-worth, mass affluent, institutional), by account type (taxable, IRA, trust, plan), and by custodian. AUM changes decompose into two components — market appreciation/depreciation and net new assets — and tracking each separately reveals whether growth is organic (advisor-driven) or market-driven.
**Revenue.** Total advisory revenue, broken down by fee type (AUM-based fees, financial planning fees, hourly fees, performance fees, other), by advisor or team, by client segment, and by billing period. The effective fee rate (total revenue divided by average AUM) is a critical derived metric that reveals fee compression trends over time. Revenue should be tracked on both an accrual basis (for GAAP reporting) and a cash basis (for cash flow management).
**Client Count.** The number of active client households, tracked by segment, advisor, and tenure. Distinguish between households (the billing and relationship unit) and accounts (the custodial unit). A firm with 500 households might have 2,000 accounts. Client count trends — net new households per quarter, attrition rate, and average household tenure — reveal the health of the firm's client acquisition and retention efforts.
**Revenue Per Client.** Average annual revenue per household, segmented by client tier. This metric exposes whether the firm is growing revenue through larger relationships or by adding many small ones. Declining revenue per client may indicate fee compression, client downsizing, or an acquisition strategy that targets smaller relationships than the firm's economics require.
**Average Account Size.** Total AUM divided by the number of accounts (or households). Tracked over time, this metric reveals whether the firm is attracting larger or smaller relationships. When combined with revenue per client, it exposes effective fee rate trends at the client level.
**Organic Growth Rate.** Net new assets (new client assets plus existing client contributions minus withdrawals minus terminated client assets) divided by beginning-of-period AUM, expressed as an annualized percentage. Organic growth strips out market appreciation to isolate the advisor-driven component of AUM change. Industry benchmarks for healthy RIAs typically target 5-10% annual organic growth. Negative organic growth — even during strong markets — signals that the firm is losing ground despite favorable conditions.
**Retention Rate.** The percentage of beginning-of-period AUM or client count that remains at the end of the period, excluding market effects. A 95% client retention rate means 5% of clients (by count or AUM) left during the period. Retention is often more valuable than acquisition: replacing a departed $2M client requires acquiring two new $1M clients, each carrying acquisition cost and onboarding effort.
**Referral Rate.** New clients acquired through existing client referrals as a percentage of total new clients. Referral-sourced clients tend to have higher AUM, lower acquisition cost, and higher retention. Tracking referral rate by advisor identifies which advisors have the strongest referral networks and which may benefit from referral training or process improvement.
**Profitability Metrics.** For firms that track practice-level financials, operating margin (revenue minus direct and allocated expenses, divided by revenue) is the ultimate measure of practice efficiency. Industry benchmarks for well-run RIAs typically show operating margins of 25-35%. Revenue per employee (total revenue divided by total headcount) provides a simpler proxy for overall productivity. Compensation-to-revenue ratio (total compensation including advisor payouts divided by total revenue) should typically fall between 55-70% for sustainable practices.
2. AUM and Revenue Dashboards
AUM and revenue dashboards provide the financial pulse of the advisory practice. They answer the questions firm leadership asks most frequently: how much do we manage, how much are we earning, where is the growth coming from, and what does the trajectory look like?
**AUM by Advisor/Team/Segment.** A hierarchical view that drills from firm total AUM down to team, advisor, and individual household. Heatmaps or bar charts comparing advisors by AUM highlight concentration risk (if one advisor manages a disproportionate share) and identify capacity constraints (advisors approaching their effective management limit). Segment views (by client tier, account type, or investment model) reveal the composition of the firm's book and inform strategic decisions about target markets.
**Revenue by Fee Type.** A breakdown showing what perce
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