CCG AI Lab
We don't just advise organizations about AI. We build and test AI-enabled decision systems.
This represents Clarke Consulting Group’s most differentiating capability, where theoretical strategy transitions into applied, high-performance technology designed for institutional excellence.
Decision Architecture
The underlying decision architecture powers all CCG AI Lab projects, focusing on repeatable systems where assumptions can be defined, scenarios tested, outcomes measured, and models improved over time. We emphasize that AI is utilized to augment and improve human judgment, not to replace it. This structured framework ensures that strategic technology remains rooted in organizational expertise while benefiting from the precision of applied intelligence.
Phil's Place Sports Supercomputer
An experimental forecasting laboratory where sports provide a controlled environment to compare predictions with objectively known outcomes. Covering European football, NFL, MLB, and NHL, Phil's Place tests the robustness of our decision architecture in high-stakes scenarios.
02. Simulation
Statistical probabilities are fed into Monte Carlo simulations, generating thousands of potential scenarios to produce high-confidence forecasts across various leagues.
03. Evaluation
Actual results are compared with forecasts to objectively evaluate system performance, allowing for precision recalibration and improvement of the underlying models.
01. Inputs
The pipeline begins with foundational power indexes and structured statistical inputs that define the relative strength and performance profile of each system entity.
Enrollment Decision Intelligence System
The Enrollment Decision Intelligence System is the institutional application of our core lab architecture. This system is commercially significant for tuition-driven institutions, enabling repeatable, recalibratable strategies for growth.
Enrollment Power Index
A foundational metric evaluating the institution's standing and recruitment momentum relative to peers.
Geographic Enrollment Engine
Analyzes and optimizes regional distribution to identify untapped markets and efficient recruitment zones.
Demographic Outperformance
Isolates demographic segments where the institution attracts students at higher-than-expected rates.
Program Health
Reviews academic program viability, market demand, and revenue contribution for efficient resource allocation.
Admissions Execution
Measures operational efficiency within the funnel, from lead generation to enrollment conversion.
Financial Aid / Price Sensitivity
Assesses the elasticity of tuition pricing and the effectiveness of financial aid discounting strategies.
Retention
Links enrollment intelligence to student persistence, ensuring a sustainable institutional community.
Competitive Environment
Monitors market shifts and peer tactics to maintain a distinct and persuasive institutional narrative.
Goal Credibility
Ensures enrollment targets are grounded in data-driven reality rather than historical hope.
Monte Carlo Enrollment Forecasting
Propowers final decision scenarios by simulating thousands of outcomes based on specific institutional variables.
Echo Delta Admissions Readiness & Performance System
The Echo Delta Performance System is a professional competency modeling platform designed to evaluate and enhance admissions readiness. By applying our core decision architecture, we create a structured pipeline that moves from initial training and assessment to competency scoring and readiness classification, ultimately driving measurable performance improvement.
Training: Immersive development of domain-specific knowledge and diagnostic skills.
Assessment: Application of structured testing protocols to measure mastery.
Competency Scoring: Data-driven mapping of performance against established readiness benchmarks.
Readiness Classification: Clear categorization of professional competency and operational potential.
Performance Improvement: Continuous recalibration based on outcomes and evaluation.
Start the Conversation
We invite institutional leaders and partners to start a conversation about designing and implementing custom AI-enabled decision systems tailored to your unique challenges.