The Challenge The OS RQI Deployment About Insights Let's Talk
The Solution

An enterprise OS for organic growth.

Measure. Improve. Monetize.

Value creation and organic growth are highly correlated. Fewer than 15% of advisors deliver the highest-value client experience. The top decile generates the vast majority of organic growth.

Practice Intel is the first system designed to measure value creation, improve the advisor performance that produces it, and scale it across your enterprise.

Organic growth starts with the right metric.

The Relationship Quality Index®

The key metrics we rely on to evaluate client relationships and advisor performance haven't proven predictive of organic growth. They may even be misleading. And if you can't measure what drives those behaviors, you can't manage them.

RQI® is a composite of five attributes that together provide a more granular understanding of the underlying relationship. It measures not just advocacy, but the quality and value of the experience being advocated for.

RQI is more predictive of organic growth, quality of cash flow, and enterprise value. It reframes how firms assess individual advisor performance and firm valuation.

0
Scored from 0 to 100
Value Creation

One number. Practice-level, enterprise-wide, or portfolio-level.

Five attributes. One composite score.
Trust
Loyalty
Perceived Value
Overall Experience
Advocacy
Predictive of
Organic Growth

Retention, consolidation, and advocacy. The behaviors that compound into durable, capital-efficient growth.

Predictive of
Cash Flow Quality

Higher relationship quality produces stickier, more predictable cash flow. That is what drives premium valuations.

Predictive of
Enterprise Value

A direct line from how advisors engage clients to the multiples firms command.

RQI connects the entire value chain from advisor performance to enterprise value.

Client to Advisor

The first objective measure of advisory quality from the client perspective. Attrition risk, growth trajectory, and practice valuation in a single score.

Advisor to Enterprise

Comprehensive insight into advisor retention dynamics and attrition risk. Validates the durability and sustainability of enterprise cash flow.

Enterprise to Multiple

Data-backed relationship quality scores that demonstrate the durability and predictability of organic growth. A leading indicator of multiple expansion.

The Solution

The System

Connecting advisor performance to enterprise value

The enterprise operating system for organic growth measures advisor performance through behavioral intelligence, improves it through a data-driven development engine, and translates it directly into enterprise value. RQI is the thread that validates every link in the chain.

Behavioral Intelligence

Advisor Behaviors

7 behaviors, 50 micro-practices

Client Perceptions

5 RQI attributes

Micro-Signals

Captured at point of engagement

Micro-Habits

Tracked across interactions

Organic
Growth
Engine
click to explore the engine
Enterprise Value

Relationship Quality

Advisor-client value creation

Organic Growth

Retention, consolidation, advocacy

Cash Flow Quality

Durable, predictable, growing

Enterprise Value

Multiple expansion

RQI® is the intelligence thread. Diagnostic at the input. KPI in the engine. Validates enterprise value at the output.

Measure advisor performance.
Behavioral Intelligence

The operating system captures both sides of the advisor-client relationship simultaneously, at the point of engagement, through conversational AI. Not after the fact. Not through self-reporting. In real time, from real conversations.

Advisor performance is measured through the Behavioral Codebook: seven key behaviors grounded in J.D. Power research, fifty micro-practices engineered underneath them, and the micro-habits and micro-signals that make each one observable and measurable. Corresponding client perceptions are scored across all five RQI® attributes, validating that behavioral improvement is translating into the relationship quality that generates organic growth and enterprise value.

The result is the Relational Fingerprint™: each advisor's unique performance profile across all dimensions. It drives the development roadmap and powers intelligent peer-to-peer matching.

CAPTURED Advisor Behaviors Client Perceptions Micro-Signals Micro-Habits MEASURED BY Scorecards Every conversation Signals Real-time detection RQI Scoring Five attributes PRODUCES Relational Fingerprint™ Click to explore
The Organic Growth Engine
Replicate top decile advisor performance

Advisor performance improvement at scale has always been limited by structural barriers. Our approach solves for them. Here's how.

The Relational Fingerprint™ provides an accurate, granular picture of how each advisor can improve. By focusing at the micro-habit level, the smallest unit of behavioral change, advisors are far more likely to engage and make the change needed for real improvement. And because the system is continuously observing, it validates: did the change actually happen, and what was the impact?

The process is self-reinforcing: advisors see their own data, see their progress, and the system creates its own momentum.

Fingerprint Identifies what to improve Content Right micro-module served Practice Advisor applies micro-habit Validate AI validates change Continuous Cycle

Advisor performance improvement is facilitated through a dynamic, multi-format, omni-channel content ecosystem that meets advisors wherever they are and in whatever format works for them. Focused on the seven key behaviors grounded in J.D. Power research, the fifty micro-practices engineered underneath them, and their underlying micro-habits. Designed to embed and spread through peer-to-peer networks, study groups, and your firm's existing development channels.

And the system validates performance improvement. A comprehensive KPI stack tracks improvement at six levels, from micro-habits visible in days to enterprise value annually.

Better advisor performance drives better relationship quality, more organic growth, and higher enterprise value.

Monetize advisor performance.
Connecting advisor performance to multiple expansion

This is where advisor performance becomes enterprise value. The operating system produces measurable outcomes at every level of the value chain, from the quality of individual client relationships through organic growth and cash flow quality to the advisor retention that underpins it all. Every link is quantified, validated by RQI, and visible through real-time dashboarding across the enterprise. For PE sponsors, this is the data that validates multiple expansion.

Relationship Quality Client-side value creation Organic Growth Retention. Consolidation. Cash Flow Quality Stickier. More predictable. Advisor Retention Firm-side RQI Enterprise Value Multiple expansion RQI® validates enterprise value at every level of the chain.

Advisor Dashboard

Individual performance profile, development progress, micro-habit trends, and personalized development roadmap.

Leadership Dashboard

Cohort views, performance distributions, improvement trends, and value at risk across advisors, OSJs, and regions.

Enterprise Dashboard

Aggregate RQI, firm-wide Relational Fingerprint, organic growth trajectory, and cash flow quality indicators.

Segment Intelligence

Performance insights across client demographics, wealth tiers, and geographies. Connecting advisor behavior to outcomes by client segment.

PE Portfolio Dashboard

Cross-firm comparisons, valuation intelligence, and organic growth trajectory across portfolio companies. The data PE sponsors need to assess and optimize enterprise value.

Is it working?
The KPI Stack

The operating system answers "is it working?" at six levels, from the fastest-moving leading indicators to the ultimate lagging indicator. Each level feeds the next. Every link is measurable.

DAYS TO WEEKS
Micro-Habits
The smallest unit of behavioral change. Observable in the next conversation.
WEEKS
Micro-Practices
Clusters of micro-habits working together. The building blocks of performance.
1-2 MONTHS
Behavioral Drivers
The seven key behaviors. Movement here confirms real behavioral change.
QUARTERLY
RQI
The composite metric. When RQI moves, it is the most predictive indicator in the system.
2-4 QUARTERS
Organic Growth
Retention, consolidation, advocacy. Where the firm sees revenue impact.
ANNUAL
Enterprise Value
Multiple expansion. The ultimate measure of the system's impact.

Each level feeds the next. The correlation chain is measurable and defensible from micro-habits all the way to enterprise value.

Proprietary Diagnostic
Relational Fingerprint™

The Relational Fingerprint reveals the specific behavioral profile driving each advisor's RQI. It shows what's producing the score, what's holding it back, and where the leverage is. Every advisor has a distinct profile across the seven key behaviors, fifty micro-practices, and their underlying micro-habits.

Aggregated across the firm, the Relational Fingerprint becomes the DNA of the enterprise: revealing organizational strengths, embedded risks, and the relationship quality that underpins cash flow and valuation. Two firms can have the same RQI. Their fingerprints will tell completely different stories.

What it drives
  • Development Roadmap Personalized to each advisor based on their fingerprint. The system knows what to work on and in what order.
  • Intelligent Peer Matching Advisors who excel at specific behaviors are matched with those developing them. Learning moves through real relationships, not assigned training.
  • Value at Risk Identifies advisors, OSJs, and regions where relationship quality puts assets and growth at risk.
  • Baseline and Validation Establishes where each advisor starts and tracks improvement over time. The before-and-after proof that the system is working.
  • Enterprise Intelligence The aggregate Fingerprint reveals the behavioral profile driving the firm's RQI, providing insight into cash flow dynamics, retention risk, and the relationship quality underlying enterprise value.
Aggregation levels
Advisor
Individual performance profile
Practice
Team-level patterns and gaps
Enterprise
Firm-wide relationship quality
Portfolio
Cross-firm view for PE sponsors

Ready to see how this deploys inside your firm?

The operating system deploys in phases. Each one produces the measurable results that drive the next.

See Deployment Let's Talk