Opportunity Discovery Value™
Measuring the Business Impact of Opportunities You Never Knew Existed
The fundamental promise of Opportunity Intelligence™ is that it finds value the customer didn't know was there. But a promise isn't enough — you must be able to measure it, attribute it, verify it, and report it with the rigor of a financial audit.
The ODV™ framework is the measurement, attribution, and reporting system that proves the platform's value — and makes the ROI indisputable.
The Formula That Proves the Platform's Value
ODV™ is not a vanity metric. It is a rigorous, additive, auditable measurement of the total business impact created by opportunities the customer did not identify themselves — net of implementation costs, adjusted for attribution, and verified against ground truth.
The ODV™ Master Equation
The total realized business impact of opportunity i, measured in dollars over a 12-month trailing window. Includes: direct revenue increase, cost reduction, capacity created (monetized at operational cost rate), customer retention value, and strategic optionality value.
The total cost incurred to capture opportunity i. Includes: technology cost (platform fees, integration, infrastructure), labor cost (internal team time at loaded rate), third-party cost (consultants, contractors), and opportunity cost of resources diverted from other initiatives.
ODV™ Component Definitions
Revenue Impact
Net new revenue attributable to the discovered opportunity. Measured as incremental revenue above the customer's pre-discovery baseline.
Difference-in-differences analysis comparing treatment group (opportunity captured) vs. control group (matched cohort, no capture). Time window: 12 months.
RI = (Rev_capture_group − Rev_baseline) − (Rev_control_group − Rev_baseline)
Cost Impact
Verifiable reduction in operational costs directly traceable to the opportunity capture.
Before/after cost comparison for the affected cost center, normalized for volume changes. Requires pre-capture cost baseline + 6 months of post-capture data for statistical validity.
CI = Cost_before (normalized) − Cost_after (normalized)
Capacity Impact
Hours of human work eliminated or automated, monetized at the organization's fully-loaded cost rate for that role. Capacity Created™ is the headline metric.
Time-motion study or system log analysis comparing task completion time pre- and post-automation. Monetized at the organization's specific loaded labor rate.
KCI = Hours Eliminated × Fully-Loaded Hourly Rate
Retention Impact
Value of customers retained who would have churned without the opportunity capture. Only counts retention improvement above the customer's baseline churn rate.
Cohort analysis with propensity-score-matched control group. Requires 12 months of post-capture data. Churn reduction × CLV of retained customers.
RTI = (Churn_baseline − Churn_post) × N_customers × CLV
Optionality Impact
Monetized value of new strategic capabilities created — new markets now addressable, new products now possible, new partnerships now viable. The most subjective and conservatively valued component.
Real options valuation methodology. Only counted when: (a) the new optionality has been formally acknowledged by executive leadership, and (b) a minimum viable threshold of investability is met (estimated market size ≥ $10M or strategic significance confirmed by board).
OI = MAX(0, RealOptionsValue − OptionExerciseCost) × 0.3 (conservatism discount)
ODV™ Worked Example — Behavioral Health Organization
| Opportunity | RI | CI | KCI | RTI | OI | CV Total | A | IC | ODV Contribution |
|---|---|---|---|---|---|---|---|---|---|
| Automated intake scheduling | — | $48K | $132K | — | — | $180K | 0.95 | $22K | $149K |
| Missed CPT code recovery | $187K | — | — | — | — | $187K | 0.90 | $8K | $160K |
| Cross-referral workflow | — | — | $64K | $215K | — | $279K | 0.85 | $41K | $196K |
| Capacity-based scheduling | — | $31K | $98K | — | $50K | $179K | 0.80 | $29K | $114K |
| Total ODV™ | $619K |
Note: RI = Revenue Impact, CI = Cost Impact, KCI = Capacity Impact, RTI = Retention Impact, OI = Optionality Impact, A = Attribution Factor, IC = Implementation Cost. All values annualized.
Attribution: The Hardest Problem in Value Measurement
When value is created, multiple forces contribute — the platform's discovery, the customer's execution, market conditions, and luck. The Attribution Factor (A) in the ODV™ formula accounts for this. Telegent uses three attribution models, selected by context, with the most conservative model always available as a floor.
The opportunity was (a) not in the customer's CRM, roadmap, or any internal document, (b) not discussed in any executive meeting in the prior 12 months, and (c) the customer formally acknowledges it was surfaced by the platform.
High attribution because the platform is the sole discoverer. The 5-10% discount accounts for the customer's execution contribution — the platform identified the opportunity, but the customer still had to capture it.
Discovery Audit™ — independent review of customer's pre-discovery documentation, CRM records, and executive attestation.
The customer had some awareness of the problem domain but had not identified the specific opportunity, quantified its value, or developed a capture strategy.
Shared credit. The customer knew there was a problem area; the platform identified the specific opportunity, quantified it, and provided the capture path. The factor is split based on: novelty of the specific opportunity (0-40%), quantification contribution (0-25%), capture path contribution (0-25%), and customer's prior awareness level (0-10%).
Contribution Decomposition Matrix — four-factor scoring with documented evidence for each factor.
Applied when attribution is ambiguous, when the customer disputes the attribution factor, or when the opportunity was in a domain the customer was actively exploring.
Deliberately conservative. Even if the customer would have eventually found the opportunity, the platform accelerated discovery and provided systematic capture. The value of acceleration alone justifies this floor.
Time-to-Discovery Counterfactual — estimated time the customer would have taken to discover this opportunity independently, compared to platform discovery time.
Attribution Model Selection Logic
Verification: Because Claims Without Evidence Are Worthless
Every dollar of ODV™ is subject to verification — independent, methodologically rigorous, and auditable. The verification framework is designed so that a third-party auditor could reproduce every number from source data.
Difference-in-Differences (DiD)
Revenue Impact verification. Compares the treatment group (opportunity captured) against a matched control group over the same time period.
Requires: parallel trends validation, propensity score matching (PSM) for control group selection, minimum n=30 in each group, p < 0.05 for statistical significance.
Gold standard for causal inference in observational data. Accepted by academic peer review and regulatory filings.
Before/After with Volume Normalization
Cost Impact and Capacity Impact verification. Compares pre-capture and post-capture metrics normalized for volume/scale changes.
Requires: 6 months of pre-capture baseline data, 6 months of post-capture data, volume normalization using units-of-service or equivalent, outlier removal (1.5× IQR).
Standard in operational consulting and process improvement. Requires documented normalization methodology.
Cohort Survival Analysis
Retention Impact verification. Compares retention curves of customers affected by the opportunity capture vs. matched control cohort.
Requires: Kaplan-Meier survival curves, log-rank test (p < 0.05), minimum 12-month observation window, propensity-score-matched control cohort.
Standard in clinical research and customer analytics. Accepted by investor due diligence.
Discovery Audit™
Attribution verification. Independent review of the customer's pre-discovery state to confirm the opportunity was not previously identified.
Requires: systematic search of CRM, project management tools, executive meeting minutes, strategic plans, and email archives (with appropriate permissions). Signed executive attestation of findings.
Proprietary Telegent methodology. Designed to be defensible in customer disputes and investor/board review.
Real Options Valuation
Optionality Impact verification. Monte Carlo-based valuation of new strategic capabilities using risk-neutral pricing methodology.
Requires: documented market assumptions, 10,000-run Monte Carlo simulation, sensitivity analysis across key parameters, 30% conservatism discount on final value.
Standard in corporate finance and strategic planning. Conservative discount applied to account for execution uncertainty.
Third-Party Reconciliation
Cross-validation of all ODV™ components against independent data sources: customer financial systems, operational databases, and external market data.
Requires: direct data feed or API connection to customer financial systems, reconciliation tolerance of ≤ 3% variance, monthly reconciliation cadence.
Audit standard. Designed to achieve SOC 2 Type II compliance for ODV™ reporting.
Verification Cadence & Materiality Thresholds
Automated DiD and before/after calculations from connected data sources. Variance alerts if any ODV™ component changes by > 15% month-over-month.
Surface-level verification. Exceptions flagged for review.
Full verification cycle: all six methods applied. Cohort analyses updated. Attribution factors reviewed and adjusted if evidence has changed.
Materiality threshold: any single opportunity with ODV contribution > $50K/quarter must have documented verification.
Independent third-party audit of ODV™ calculations. Full Discovery Audit™ on top-20 opportunities by ODV contribution. Executive attestation signed by customer CFO or equivalent.
Audit threshold: total ODV™ must reconcile to within 3% of customer financial systems. SOC 2 Type II compliance maintained.
The ODV™ Executive Dashboard & Reporting Standard
ODV™ reporting is designed for the audiences that matter: the customer's CFO and Board (proving ROI), internal Telegent leadership (tracking platform performance), and investors (demonstrating category-defining value delivery).
Customer CFO Dashboard
- Total ODV™ (TTM) with month-over-month trend
- ODV™ by component: Revenue, Cost, Capacity, Retention, Optionality
- ODV™ vs. Platform Cost: net ROI ratio
- Top 10 opportunities by ODV contribution
- Attribution model used for each opportunity
- Verification status: % verified at gold/silver/bronze standard
- Year-over-year ODV™ growth rate
Customer Board Report
- Executive summary: ODV™ and platform ROI
- ODV™ trajectory vs. board-approved targets
- Strategic opportunities discovered (not just dollar value)
- Opportunity Coverage Ratio™ (OCR) trend
- Comparative benchmark: ODV™ vs. industry peers (anonymized)
- Third-party audit status and findings
- Forward-looking: projected ODV™ from current opportunity queue
Telegent Internal Dashboard
- Aggregate ODV™ across all customers
- ODV™ per customer (ranked, with trends)
- Attribution model distribution (what % of ODV uses each model?)
- ODV™ by industry vertical and customer segment
- ODV™ by discovery module (which Scout™ modules produce the most value?)
- Time-to-first-ODV™ for new customers (speed to value)
- ODV™ retention: is ODV™ growing or declining for mature accounts?
Investor Metrics Report
- Total Platform ODV™ (all customers, all time)
- ODV™ CAGR (compound annual growth rate)
- Net Dollar Retention including ODV™ impact
- ODV™ per $1 of platform revenue (efficiency ratio)
- Top-decile customer ODV™ (what does best-in-class look like?)
- ODV™ verified at gold standard (highest rigor) as % of total
- Category-defining metric: total value discovered that customers did not know existed
ODV™ Reporting Standards
All ODV™ figures are net of implementation costs. Gross value claims are not permitted. The formula ODV = Σ(CV × A) − Σ(IC) is inviolable.
Every ODV™ report must disclose the attribution model used (Exclusive, Shared, or Conservative Floor) and the specific Attribution Factor for each opportunity. Aggregate reports must show the distribution across models.
Each ODV™ component carries a verification level: Gold (third-party audited), Silver (automated verification with documented methodology), or Bronze (self-reported, pending verification). Aggregate ODV™ reports must show the % at each level.
Optionality Impact must be reported as a separate line item, never commingled with realized revenue or cost impact. The 0.3 conservatism discount must be applied and disclosed.
Every parameter used in ODV™ calculation — baseline periods, growth rates, normalization factors, discount rates, loaded labor rates — must be documented with source and rationale. Parameter changes trigger a restatement note.
As new data arrives (longer observation windows, improved matching, discovered errors), ODV™ figures may be restated. Restatements are disclosed with explanation. A culture of restatement signals rigor, not weakness.
ODV™ Is the Proof That the Platform Works
Every component of ODV™ — from the master formula to the attribution models to the verification standards — is designed to make the platform's value indisputable. Explore how the full architecture discovers, validates, and captures the opportunities that ODV™ measures.