TELEGENT AI
Proprietary & Confidential — Trade Secret
Framework & Formula Registry™

Every Framework. Every Formula.
The Mathematics Of Business Impact.

The Framework & Formula Registry™ documents every proprietary methodology, formula, calculation engine, weighting model, forecast model, and enterprise value model that powers the Business Impact Operating System™. This is the mathematics of business impact — quantified, documented, governed, and protected.

11
Frameworks
47
Proprietary Formulas
83
Formula Dependencies
156
Version History Entries
Framework Documentation

Business DNA™ Framework

The foundational diagnostic framework that evaluates organizational maturity across revenue, workforce, operations, technology, and growth readiness — producing the Business Impact Score™, Opportunity Score™, and Growth Readiness Score™.

Business DNA™ Proprietary Formulas

Calculation Engine Documentation

Business Impact Calculator™ Core Engine

The primary calculation engine that quantifies business impact across revenue, cost, capacity, workforce, and customer dimensions — producing dollar-denominated impact estimates with confidence intervals.

Business Impact Calculator™ Proprietary Formulas

Forecast Model Documentation

Business Impact Forecast™ Engine

Predictive models that project future-state business impact across multiple scenarios, time horizons, and confidence levels — enabling executive decision-making under uncertainty.

Business Impact Forecast™ Proprietary Formulas

Workforce Intelligence Documentation

Workforce Performance Engine™

Quantifies workforce productivity, utilization, capacity, and economic contribution — translating people metrics into business impact with dollar-denominated workforce ROI.

Workforce Performance Engine™ Proprietary Formulas

Culture Intelligence Documentation

Organizational Culture Intelligence™ Engine

Quantifies organizational culture through business outcomes — translating engagement, alignment, retention, and performance metrics into culture health scores with dollar-denominated culture risk and enterprise value impact.

Culture Intelligence™ Proprietary Formulas

Risk Intelligence Documentation

Risk Intelligence Framework™

Multi-dimensional risk evaluation spanning revenue, workforce, operational, customer, growth, and technology risk — producing quantified risk assessments with dollar-denominated risk exposure and mitigation ROI estimates.

Risk Intelligence™ Proprietary Formulas

Valuation Model Documentation

Enterprise Value Intelligence™ Engine

Quantifies how operational improvements, workforce optimization, revenue growth, and risk reduction translate into enterprise value — EBITDA impact, multiple expansion, exit readiness, and value creation for stakeholders.

Enterprise Value Intelligence™ Proprietary Formulas

Capital Allocation Intelligence

Capital Allocation Intelligence™ Engine

Prioritizes capital deployment across growth initiatives, operational improvements, workforce investments, and risk mitigation — maximizing risk-adjusted return on invested capital with business impact quantification.

Capital Allocation Intelligence™ Proprietary Formulas

Additional Framework Documentation

Additional Proprietary Frameworks

Shareholder Value Intelligence™, Executive Incentive Intelligence™, and Workforce Experience Intelligence™ — specialized frameworks extending the Business Impact Operating System™ into stakeholder value, compensation alignment, and employee experience.

Shareholder Value™ Proprietary Formulas

Executive Incentive™ Proprietary Formulas

Workforce Experience™ Proprietary Formulas

Dependency Architecture

Formula Dependency Mapping™

Every formula dependency across the Business Impact Operating System™ — mapping the flow of data, scores, and intelligence through six architectural layers from raw input to verified business impact.

1
Layer 1 — Data Input
Business DNA™ Assessment
Raw organizational data enters the system
2
Layer 2 — Scoring
Business Impact Score™, Opportunity Score™, Growth Readiness Score™
Primary scoring transforms data into intelligence
3
Layer 3 — Calculation
Business Impact Calculator™
Scores are translated into dollar-denominated impact
4
Layer 4 — Forecasting
Business Impact Forecast™, Enterprise Value Projection™
Impact projections across scenarios and time horizons
5
Layer 5 — Optimization
Capital Allocation Intelligence™, Risk Intelligence™
Resource allocation and risk-adjusted decision optimization
6
Layer 6 — Verification
Proof Center™, Business Impact Assurance™
Outcome verification, proof chain, and attribution

Cross-Framework Dependency Matrix — 22 Documented Dependencies

Source FrameworkDependency TargetTypeStrength
Business DNA™ → BISBusiness Impact Calculator™Score InputCritical
Business DNA™ → OSScout™ EngineOpportunity FeedCritical
Business DNA™ → GRSBusiness Impact Forecast™Growth BaselineCritical
Business Impact Calculator™ → TBIEnterprise Value Intelligence™Impact InputCritical
Business Impact Calculator™ → CCWorkforce Performance Engine™Capacity FeedStrong
Business Impact Calculator™ → RRIRevenue Recovery MethodologyRevenue InputStrong
Business Impact Forecast™ → PITCapital Allocation Intelligence™Forecast InputCritical
Business Impact Forecast™ → EVPEnterprise Value Intelligence™Valuation InputCritical
Workforce Performance Engine™ → WISBusiness DNA™Dimension ScoreStrong
Workforce Performance Engine™ → TEMRisk Intelligence Framework™Risk InputModerate
Culture Intelligence™ → CHSWorkforce Performance Engine™Context InputModerate
Culture Intelligence™ → CEVIEnterprise Value Intelligence™Valuation InputStrong
Risk Intelligence Framework™ → RISCapital Allocation Intelligence™Risk AdjustmentStrong
Risk Intelligence Framework™ → RAEMEnterprise Value Intelligence™Risk DiscountStrong
Enterprise Value Intelligence™ → ERSCapital Allocation Intelligence™Readiness FeedModerate
Capital Allocation Intelligence™ → RAROCExecutive Intelligence™Decision SupportCritical
Shareholder Value Intelligence™ → TSRMEnterprise Value Intelligence™Value ValidationStrong
Executive Incentive Intelligence™ → IASWorkforce Performance Engine™Alignment FeedModerate
Workforce Experience Intelligence™ → WXSCulture Intelligence™Experience FeedStrong
Confidence Intelligence™All Frameworks & FormulasConfidence LayerCritical
Benchmark Intelligence™All Scoring ModelsCalibration LayerCritical
Scout™ EngineBusiness Impact Calculator™Opportunity FeedCritical
Governance & Quality Assurance

Formula Governance™

The governance framework ensuring every formula in the Business Impact Operating System™ is versioned, validated, tested, documented, and continuously improved — maintaining the integrity of the mathematics that powers business impact intelligence.

Version Control

Every formula change is versioned, documented, and traceable. Formula Version History™ maintains complete audit trail with change rationale, author, reviewer, and impact assessment.

Validation Framework

All formulas undergo rigorous validation against historical data, holdout samples, and industry benchmarks. Validation reports document accuracy, precision, recall, and confidence calibration.

Testing Framework

Comprehensive test suite for every formula: unit tests (variable-level), integration tests (cross-formula dependencies), regression tests (stability), and scenario tests (edge cases).

Documentation Standards

Every formula must document: purpose, inputs, outputs, calculation logic, weightings, confidence methodology, assumptions, limitations, and industry applicability.

Access Control

Formula IP is protected through tiered access: Public (descriptions), Customer (methodology overview), Partner (detailed logic), Internal (complete specification).

Continuous Improvement

Quarterly review cycle for all active formulas. Performance monitoring against actual outcomes triggers recalibration when drift exceeds threshold. Annual comprehensive revalidation.

Formula Version History™ — Recent Changes

VersionDateFrameworkChange DescriptionImpact
v2.42026-05-12Business DNA™
Industry weightings recalibrated with 2025 benchmark data (1,200+ new organizations)
by Scoring Intelligence Engine
Moderate
v1.82026-04-28Business Impact Calculator™
Capacity Created™ formula updated with utilization rate range (0.6–0.95, previously 0.5–0.85)
by Calculation Intelligence Engine
Moderate
v1.72026-04-15Enterprise Value Intelligence™
BIS-to-multiple adjustment recalibrated against 150+ transaction dataset
by Valuation Intelligence Engine
Significant
v2.12026-03-22Workforce Performance Engine™
Turnover Economics Model™ role factors updated (executive 2.5×, previously 2.0×)
by Workforce Intelligence Engine
Moderate
v1.62026-03-08Business Impact Forecast™
Monte Carlo iterations increased from 5,000 to 10,000 per scenario
by Forecast Intelligence Engine
Minor
v1.52026-02-14Culture Intelligence™
Culture-EV premium/discount factor recalibrated against longitudinal data
by Culture Intelligence Engine
Moderate
v1.42026-01-30Risk Intelligence Framework™
Correlation adjustment factor range expanded (1.0–1.5, previously 1.0–1.3)
by Risk Intelligence Engine
Significant
v1.32026-01-12Capital Allocation Intelligence™
RAROC strategic alignment weight increased (15%, previously 10%)
by Capital Allocation Intelligence Engine
Moderate

Formula Testing Framework™ — 1740 Total Tests

Unit Tests
All Passing
847
Per-variable validation, boundary testing, null/edge case handling
Integration Tests
All Passing
312
Cross-formula dependency validation, data flow integrity
Regression Tests
All Passing
203
Version-to-version stability, backward compatibility
Scenario Tests
2 Under Review
156
Edge cases, extreme values, industry boundary conditions
Confidence Calibration
All Passing
94
Expected vs. actual confidence alignment across 50+ deployments
Benchmark Validation
All Passing
128
Industry benchmark accuracy against third-party data sources

Formula Validation Cadence™

Quarterly
Performance Review
Actual vs. expected outcome comparison. Confidence calibration check. Drift detection. Minor recalibration as needed.
Annual
Comprehensive Revalidation
Full formula revalidation against expanded dataset. Industry benchmark refresh. Weighting recalibration. Confidence methodology review.
On-Demand
Triggered Recalibration
Triggered when: new industry data >30% of training set, outcome drift >5%, new regulatory requirements, or significant market disruption.
Executive Access Required

The Mathematics of Business Impact™
Documented. Governed. Protected.

The Framework & Formula Registry™ is the definitive documentation of the proprietary intelligence powering the Business Impact Operating System™. This is the mathematics behind every score, every forecast, every recommendation, and every verified outcome. Access to complete formula specifications, variable definitions, and validation documentation is available to qualified organizations under NDA.

Request Complete Registry Access
Qualified organizations under NDA
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Technical deep dive with our quantitative team
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