Data Asset Discovery, Valuation & Monetization
Discover, prove, value, productize, monetize, and capitalize enterprise data assets. The flagship KRYOS practice, built on EARM recognition and KRDS multi-layer valuation.
Where this pillar plugs into the KRYOS service stack.
Data Asset Command Registry & Passporting
Discover, classify, evidence-tag, and passport every enterprise data asset.
Service detailEARM Asset Recognition, Measurement & Impairment
Decide what can be recognized, measured, impaired, or excluded as a data asset.
Service detailKRDS Multi-Layer Data Asset Valuation
Value data across cost, market, income, utility, AI contribution, obsolescence, risk, and option value.
Service detailAsset Genesis, Fusion & External Enrichment Engine
Create new data assets through internal merges and external enrichment.
Service detailData Productization, Buyer Mapping & Monetization Studio
Convert data assets into APIs, benchmarks, indices, reports, clean rooms, and licensing products.
Service detail29 named deliverables in this pillar.
Each is engageable as a diagnostic, sprint, project, managed program, or board / investor advisory pack.
Enterprise Data Asset Discovery
Forensic discovery of every data asset across systems, pipelines, and shadow stores.
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Enterprise Data Asset Discovery
Forensic discovery of every data asset across systems, pipelines, and shadow stores.
Free Data Treasure Map on one source system.
Data Asset Passporting
Issue transferable, evidence-tagged passports for every recognized data asset.
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Data Asset Passporting
Issue transferable, evidence-tagged passports for every recognized data asset.
Board-Ready Data Inventory
An inventory the board can rely on - typed, owned, evidence-tagged, and rights-aware.
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Board-Ready Data Inventory
An inventory the board can rely on - typed, owned, evidence-tagged, and rights-aware.
Data Ownership Matrix
Map every asset to its accountable owner, steward, and consumer.
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Data Ownership Matrix
Map every asset to its accountable owner, steward, and consumer.
Source-System-to-Asset Map
Trace every recognized asset back to its source-of-truth systems.
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Source-System-to-Asset Map
Trace every recognized asset back to its source-of-truth systems.
Data Boundary Mapping
Define legal, jurisdictional, and contractual boundaries for each asset.
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Data Boundary Mapping
Define legal, jurisdictional, and contractual boundaries for each asset.
Sensitive Data Classification
Classify PII, PHI, financial, and special-category data with enforced handling rules.
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Sensitive Data Classification
Classify PII, PHI, financial, and special-category data with enforced handling rules.
Evidence Tag Matrix
Apply the KRYOS evidence taxonomy: observed, derived, asserted, withheld, excluded, benchmarked.
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Evidence Tag Matrix
Apply the KRYOS evidence taxonomy: observed, derived, asserted, withheld, excluded, benchmarked.
AI Utility Classification
Tag every asset by its AI utility class - training, eval, retrieval, telemetry, or governance.
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AI Utility Classification
Tag every asset by its AI utility class - training, eval, retrieval, telemetry, or governance.
Monetization Readiness Index
Score how close each asset is to revenue under realistic rights and product constraints.
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Monetization Readiness Index
Score how close each asset is to revenue under realistic rights and product constraints.
Free Monetization Potential Report on one asset.
Capital Readiness Index
Score the portfolio against investor, lender, M&A, and insurer expectations.
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Capital Readiness Index
Score the portfolio against investor, lender, M&A, and insurer expectations.
Data Asset Recognition Review
EARM-based decision on what crosses recognition thresholds and what is excluded.
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Data Asset Recognition Review
EARM-based decision on what crosses recognition thresholds and what is excluded.
Measurement Eligibility Audit
Confirm which assets meet measurement preconditions before valuation runs.
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Measurement Eligibility Audit
Confirm which assets meet measurement preconditions before valuation runs.
Data Impairment Review
Identify recognized assets that should be impaired, written down, or excluded.
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Data Impairment Review
Identify recognized assets that should be impaired, written down, or excluded.
Excluded Asset Register
A defensible record of what was reviewed, considered, and explicitly excluded.
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Excluded Asset Register
A defensible record of what was reviewed, considered, and explicitly excluded.
KRDS Multi-Layer Data Valuation
Composite valuation across cost, market, income, utility, AI contribution, obsolescence, risk, and option.
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KRDS Multi-Layer Data Valuation
Composite valuation across cost, market, income, utility, AI contribution, obsolescence, risk, and option.
Cost-to-Create Valuation
Historical cost of producing the asset, evidence-tagged and reconstructed.
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Cost-to-Create Valuation
Historical cost of producing the asset, evidence-tagged and reconstructed.
Cost-to-Recreate Valuation
What it would cost today to rebuild the asset from scratch.
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Cost-to-Recreate Valuation
What it would cost today to rebuild the asset from scratch.
Replacement Cost Valuation
Cost to procure or build an equivalent asset on the open market.
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Replacement Cost Valuation
Cost to procure or build an equivalent asset on the open market.
Market Comparable Valuation
Value derived from comparable transactions, licenses, or benchmarks.
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Market Comparable Valuation
Value derived from comparable transactions, licenses, or benchmarks.
Income Approach Valuation
Discounted future income directly attributable to the asset.
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Income Approach Valuation
Discounted future income directly attributable to the asset.
Relief-from-Royalty Valuation
Value as the avoided royalty for licensing equivalent data externally.
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Relief-from-Royalty Valuation
Value as the avoided royalty for licensing equivalent data externally.
With-and-Without Data Analysis
Counterfactual valuation: what does the business lose without this asset?
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With-and-Without Data Analysis
Counterfactual valuation: what does the business lose without this asset?
Internal Value-in-Use Ledger
Ledger of the internal economic value each asset produces in operations.
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Internal Value-in-Use Ledger
Ledger of the internal economic value each asset produces in operations.
External Monetization Value Ledger
Ledger of realized and addressable external revenue per asset.
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External Monetization Value Ledger
Ledger of realized and addressable external revenue per asset.
Option Value Analysis
Real-option value of optionality embedded in the asset (future products, partnerships, expansion).
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Option Value Analysis
Real-option value of optionality embedded in the asset (future products, partnerships, expansion).
Data Obsolescence Schedule
Decay curves for each asset class with refresh and retirement triggers.
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Data Obsolescence Schedule
Decay curves for each asset class with refresh and retirement triggers.
Risk-Adjusted Valuation
Bands adjusted for rights, jurisdictional, technical, and counterparty risk.
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Risk-Adjusted Valuation
Bands adjusted for rights, jurisdictional, technical, and counterparty risk.
P10/P50/P90 Valuation Bands
Distributional valuation outputs that survive hostile diligence.
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P10/P50/P90 Valuation Bands
Distributional valuation outputs that survive hostile diligence.
The KRYOS standard.
Evidence-tagged inputs
Every claim carries a provenance and quality tag - no untraceable assertions.
Red-team review
Independent adversarial challenge before delivery - by design, not by exception.
Executive-ready output
Decision packets, not slide decks. Sized for the role that has to act.
No unsupported guarantees
We do not promise valuations, funding, or regulatory outcomes. We deliver evidence.
One Hypercube. Six pillars.
Begin with a forensic data asset assessment.
A focused engagement that maps your data estate, scores assets against KRYOS frameworks, and produces a board-ready brief on what to recognize, value, productize, and capitalize.