Turn enterprise data into evidence-proven, rights-cleared, monetizable assets.
KRYOS Data Science discovers, proves, values, productizes, monetizes, and capitalizes enterprise data assets - across systems, AI pipelines, operational exhaust, external enrichment, and composite data products.
From raw exhaust to a capital-ready data asset.
Scroll to advance. Each gate produces evidence, a decision, and an output the next stage depends on. Illustrative
- 01 · EXHAUSTRaw Exhaust
- 02 · REGISTRYAsset Registry
- 03 · EVIDENCEEvidence Tags
- 04 · RIGHTSRights Gate
- 05 · VALUATIONValuation Ledger
- 06 · PRODUCTProductization
- 07 · CAPITALCapital Readiness
Companies sit on valuable data they cannot identify, prove, value, or monetize.
Most enterprise data lives as unmanaged exhaust - uncataloged, unrecognized, with unclear rights, ambiguous lineage, and no defensible value. Capital, AI strategy, and M&A decisions are made without a registry the board can stand behind.
Data created by workflows, logs, and integrations is rarely cataloged and never measured.
Lawful use, transferability, and monetization rights are assumed rather than evidenced.
Single-point valuations collapse under diligence; obsolescence, risk, and option value are ignored.
Discover → Prove → Control → Value → Create → Productize → Stress-test → Capitalize.
A forensic operating system for enterprise data assets. KRYOS frameworks produce evidence-backed registries, valuation bands, rights-cleared products, and capital-ready packs.
Discover
Forensic sweep of warehouses, lakes, SaaS, exhaust, logs, and shadow stores.
Catalogs, schemas, query logs, exhaust streams, vendor feeds.
Asset inventory with origin and steward.
In-scope, deferred, or out-of-scope per asset.
A single registry of what actually exists.
Every asset travels the same gated pipeline.
Data Asset Lifecycle Flow
From unmanaged exhaust to capital-ready asset. Blocked routes show what KRYOS withholds or excludes when evidence fails.
Pick your role. See KRYOS in your language.
CFOs, CDOs, General Counsel, CTOs/CISOs, CEOs, investors, insurers, and AI teams each get the same operating system with a different deliverable.
Data assets your board, auditors, and investors can stand behind.
You cannot quantify the data asset on the balance sheet conversation. Single-point valuations collapse under diligence, intangibles get impaired, and investor questions go unanswered.
Capital decisions, M&A premiums, and impairment positions made on indefensible data values.
KRDS composes cost, market, income, replacement, and option layers into P10·P50·P90 bands with full audit trail. EARM governs what is recognized; capital readiness scoring assembles the disclosure pack.
Valuation memo with method weights, sensitivities, and a defensible band.
Recognize at base, hold at floor, defer, or impair - with evidence.
- P10·P50·P90 bands replace single-point estimates
- Method weights documented per asset
- Investor-ready audit trail
Three minutes. Six questions. A preliminary profile of your position.
A diagnostic that produces a readiness profile, hidden-asset opportunities, recommended KRYOS service lines, key risks, and a suggested first 30-day plan. Preliminary and illustrative.
Your role
We'll translate the result into the language of your decision.
Preliminary and illustrative. No numeric valuations are produced. A full KRYOS engagement is required for any defensible measurement.
Evidence discipline and band-based valuation.
Evidence Tag Matrix
Distribution of evidence states across asset categories. KRYOS refuses to value assumed or unverified measurements - they must be repaired or withheld.
| CATEGORY | OBSERVED | DERIVED | BENCHMARKED | ASSUMED | UNVERIFIED | WITHHELD | EXCLUDED |
|---|---|---|---|---|---|---|---|
| Customer Transactions | 68% | 18% | 6% | 4% | 2% | 1% | 1% |
| Device Telemetry | 74% | 12% | 4% | 3% | 5% | 1% | 1% |
| Workflow Exhaust | 22% | 28% | 6% | 12% | 18% | 9% | 5% |
| AI Training Corpus | 14% | 32% | 26% | 8% | 6% | 10% | 4% |
| RAG Vector Store | 8% | 44% | 14% | 10% | 12% | 8% | 4% |
| External Enrichment | 12% | 22% | 36% | 8% | 10% | 8% | 4% |
| Support Logs | 52% | 18% | 4% | 8% | 10% | 5% | 3% |
| Contracts & Consent | 78% | 6% | 4% | 4% | 2% | 4% | 2% |
P10 / P50 / P90 Scenario Valuation
Bands, not points. Each scenario carries its own evidence basis and trigger conditions for impairment or upside recognition.
Ten service lines, one operating system.
Engage one service or the full stack. Each is engineered to compose into a single defensible data asset position.
Data Asset Command Registry & Passporting
Discover, classify, evidence-tag, and passport every enterprise data asset.
EARM Asset Recognition, Measurement & Impairment
Decide what can be recognized, measured, impaired, or excluded as a data asset.
KRDS Multi-Layer Data Asset Valuation
Value data across cost, market, income, utility, AI contribution, obsolescence, risk, and option value.
Rights, Consent, Provenance & Compliance Enforcement
Prove lawful use, transferability, licensing, and monetization rights.
Hidden Operational Exhaust Discovery Lab
Find overlooked data created by workflows, logs, telemetry, exceptions, and operations.
Asset Genesis, Fusion & External Enrichment Engine
Create new data assets through internal merges and external enrichment.
AI-Native, RAG, Vector Store & Model Utility Valuation
Value training data, RAG corpora, embeddings, model telemetry, eval data, and AI governance assets.
Advanced Scenario Simulation & Stress Lab
P10/P50/P90 valuation bands, stress scenarios, sensitivity ranks, and failure triggers.
Data Productization, Buyer Mapping & Monetization Studio
Convert data assets into APIs, benchmarks, indices, reports, clean rooms, and licensing products.
Capitalization, Insurance, Warranty & Red-Team Assurance Pack
Prepare assets for investors, M&A, lenders, insurers, boards, and hostile diligence.
An asset registry, a valuation ledger, and a monetization roadmap.
Composable architecture, board-grade output.
Fusion, rights, and productization.
Internal Fusion Matrix
Composite assets that emerge when internal datasets are fused. Empty cells signal no defensible composite - fusion does not create value on its own.
| Contracts | Compliance | RAG Logs | External | Marketing | |
|---|---|---|---|---|---|
| CRM | Account Lifetime Value Index | Lawful Use Posture Score | Sales Knowledge Reliability | Firmographic Enrichment | - |
| Support | SLA Exposure Index | - | Support RAG Reliability | Warranty Risk Index | Voice-of-Customer Signal |
| Product Usage | Entitlement Drift Index | Data Residency Map | - | Benchmark Productization Set | Activation Funnel Index |
| Finance | Revenue Attribution Truth | Disclosure-Ready Ledger | - | - | ROI by Channel Index |
| Telemetry | - | Privacy Defect Detector | Hallucination Frequency Index | Fleet Reliability Benchmark | - |
Rights & Compliance Gate
Each gate is a binary control. A failed gate routes the asset to repair, withhold, or exclude - never to a silent pass.
Lawful basis, purpose-binding, and data subject consent must be evidenced.
AI-Native Asset Map
The data assets that govern model utility and risk - and the value drivers they connect to. Hover any node to trace its contribution.
Productization Pathways
The product forms a qualifying data asset can take. Each pathway has its own rights, pricing, and buyer logic.
Programmatic access with usage metering and per-call pricing.
Adversarial challenge, ledger-recorded.
Red-Team Risk Ledger
A live ledger of adversarial challenges run against every recognized asset before it leaves the firm.
Where KRYOS engagements pay back fastest.
CFO valuation
Defensible book of data assets with measurement, impairment, and disclosure posture.
AI asset valuation
Training corpora, RAG indexes, embeddings, and eval sets valued with utility attribution.
Data product revenue
Productized APIs, indices, benchmarks, and clean rooms with priced buyer pathways.
M&A diligence
Buy-side and sell-side data asset evidence pack with rights and provenance proof.
Investor pack
Capital-readiness binder with warranty schedules, insurance posture, and red-team challenge.
Compliance control
Continuous enforcement of consent, jurisdictional, and licensing posture across the registry.
Twelve deliverables. Each one a board-grade artifact.
Every KRYOS engagement produces durable, evidence-tagged deliverables that survive audit, diligence, and adversarial challenge.
Data Asset Registry
Forensic inventory of every candidate data asset across systems, exhaust, AI pipelines, and external feeds.
Digital Asset Passport
Per-asset passport: identity, lineage, owner, lawful basis, recognition state, and evidence tags.
Rights Clearance Report
Lawful use, transferability, consent, licensing, and jurisdictional posture per asset.
EARM Recognition Dossier
Extended Asset Recognition Model file: recognition basis, exclusions, impairment triggers, disclosure posture.
KRDS Valuation Report
Composite P10·P50·P90 valuation across cost, market, income, utility, AI contribution, risk, and option layers.
Hidden Asset Inventory
Discovery ledger of dark, exhaust, telemetry, and orphaned data - including assets nobody currently owns.
Fusion Matrix
Combinatorial map of internal joins and external enrichments that create new, higher-value composite assets.
AI / RAG Asset Dossier
Training corpora, RAG indexes, embeddings, and eval sets - measured for utility, leakage, and reliability.
Scenario Stress Ledger
Quantum-inspired scenario fan, sensitivities, impairment paths, and dominant-driver attribution.
Monetization Roadmap
Priced product pathways: APIs, indices, benchmarks, clean rooms - with buyer mapping and gross-margin envelopes.
Capital Readiness Pack
Investor / M&A binder: registry, bands, rights, warranties, insurance posture, and red-team challenge log.
Red-Team Assurance Ledger
GAER external-challenge log: every claim attacked, responded to, accepted, withheld, or excluded.
From estate as exhaust to estate as recognized capital.
Estate as exhaust
- Unknown data assets, no registry
- Unclear rights and consent posture
- Single-point, unsupported valuations
- Hidden exhaust treated as waste
- No buyer map for data products
- Weak AI / RAG data governance
- No external challenge of claims
Estate as recognized capital
- Forensic asset registry with passports
- Evidence-tagged rights and consent map
- P10·P50·P90 valuation bands with sensitivities
- Hidden-asset inventory with productization paths
- Priced product pathways and buyer mapping
- AI / RAG dossier with utility attribution
- Red-team ledger and capital-readiness score
Same operating system. Different artifact for each decision owner.
- KRDS valuation bands
- Capital readiness pack
- Impairment triggers
- Asset registry
- Governance posture
- Productization roadmap
- Rights clearance report
- Consent ledger
- Transferability map
- Lineage & security posture
- AI / RAG risk dossier
- Access enforcement
- Hidden asset inventory
- Strategy brief
- New-revenue pathways
- Diligence binder
- Evidence ledger
- Risk attribution
- Warranty schedules
- Control evidence
- Loss-scenario ranges
- Model utility map
- RAG reliability scoring
- Eval asset registry
Eight obligations every recognized asset clears.
A discipline, not a deliverable. Every asset that enters the registry traverses every step - or it does not enter the registry.
Discover the asset
Forensic scan across systems, exhaust, telemetry, AI pipelines, and external feeds.
Prove the asset
Provenance, lineage, and evidence tags. No claim without an evidentiary basis.
Control the asset
Rights clearance, consent, lawful basis, and access enforcement at the asset level.
Value the asset
KRDS composite valuation expressed as P10·P50·P90 bands with documented sensitivities.
Create new assets
Fusion matrix builds composite assets from internal joins and external enrichments.
Productize the asset
Priced pathways, buyer mapping, and gross-margin envelopes for monetizable lines.
Stress-test the asset
Scenario fan, dominant-driver attribution, and impairment trigger schedules.
Capitalize the asset
Investor, M&A, lender, insurer, and board pack - assurance ledger included.
How KRYOS protects against overclaims.
A credibility architecture. Every claim is evidence-tagged, every gate fails closed, and every position is challenged externally before it leaves the firm.
No invented values
If evidence is missing, the value is withheld. No fabricated point estimates.
Evidence tags on every assertion
OBSERVED, DERIVED, BENCHMARKED, WITHHELD, EXCLUDED - each appears on every claim.
Fail-closed gates
Recognition, rights, and disclosure stages fail closed. An asset progresses only when evidenced.
Current vs. option value, reported separately
Today's defensible value is never conflated with optionality or hypothetical fusion upside.
Legal permission vs. technical possibility
What the data can be used for is reported as a rights question, not an engineering question.
Monetizable vs. internal-only
Utility-in-use is separated from external revenue potential. Both are reported; neither is inflated.
Withheld and excluded assets are visible
The registry shows what was deliberately not recognized - and why.
External red-team review (GAER)
Every position is attacked by an independent team before it leaves the firm.
What we refuse to say - and what we say instead.
Three engagement shapes. One operating system.
Engage at the stage that matches your decision. Every package scales into the next.
Data Asset Discovery Sprint
Companies that need a forensic inventory and hidden-asset discovery before any valuation or monetization work begins.
- Estate scan across systems, exhaust, telemetry, and AI pipelines
- Candidate Data Asset Registry with passporting
- Hidden Asset Inventory and triage
- Preliminary Rights & EARM recognition opinion
Valuation & Monetization Readiness Assessment
Companies preparing for valuation disclosure, monetization planning, or board / executive review of the data estate.
- Full Asset Registry and Digital Asset Passports
- EARM Recognition Dossier and Rights Clearance Report
- KRDS Valuation Bands (P10·P50·P90) with sensitivities
- Monetization Roadmap and Fusion Matrix
Capital-Ready Data Asset Dossier
Companies preparing for investor rounds, M&A, lending, insurance underwriting, or strategic partnership events.
- All Discovery and Readiness deliverables
- GAER Red-Team Assurance Ledger and warranty schedules
- Scenario Stress Ledger and impairment-trigger schedules
- Capital Readiness Pack tailored to the capital event
Request a Data Asset Assessment
Share your objective, systems, and current data challenge. KRYOS will identify the appropriate discovery, valuation, rights, monetization, or capital-readiness pathway.