RISKEN Global Advisors LLC  ·  AI & Cyber Risk Advisory

The vision of risk, for the age of AI.

Your organization adopted AI and expanded its digital footprint faster than your controls, your contracts, and your insurance could keep up. RISKEN Global Advisors LLC delivers independent AI and cyber risk advisory and assessment for corporate risk management, powered by the patent-pending aiV-Cube™ 2.0 framework. We quantify where your exposure has outrun your defenses, and we tell you exactly what to do about it.

304
Risk factors, 18 categories
3
Scoring axes: V · I · IC
25+
Years insurance & AI risk
12
Regulatory frameworks mapped
One Brand  ·  Two Practices

Two ways RISKEN gives you vision on risk.

A non-licensed corporate advisory practice and a licensed insurance practice, each built on the same proprietary risk intelligence. Choose the entry point that fits where you sit relative to the policy.

Practice 01  ·  Primary Focus

AI & Cyber Risk Advisory

RISKEN Global Advisors LLC  ·  Corporate Advisory

Independent AI and cyber risk advisory and assessment for corporate risk management. We help companies see, quantify, and close the gap between what they now do with AI and what their controls, contracts, and coverage actually protect. Advisory only. We do not sell insurance.

Exposure AuditsAI GovernanceRegulatory ReadinessVendor AI RiskExpert Support
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Practice 02  ·  Licensed

Insurance & Risk Intelligence

RISKEN Insurance Advisors, Inc.  ·  Licensed NC · PA · VA

Commercial insurance brokerage and claims advocacy for businesses, plus the aiV-Cube™ 2.0 and RISE™ platform that helps insurance carriers, brokers, MGAs, and reinsurers assess AI-related risk. A licensed insurance producer under NPN 21676872.

Commercial BrokerageClaims AdvocacyCarrier LicensingRISE™ APIReinsurance Analytics
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RISKEN Global Advisors LLC
Master Practice 01  ·  Corporate Risk Management

Your AI has outrun your insurance.

Tech E&O, Cyber, and D&O programs were written before generative AI, autonomous agents, and third-party model risk existed at today's scale. The gap between what your teams now do with AI and what your coverage actually responds to is a silent, uninsured exposure. RISKEN closes it before a loss, before diligence, and before a regulator or a plaintiff finds it first. Asset protection and margin preservation for the AI era, not insurance adjusting.

Lead Engagement

AI & Cyber Liability Exposure Audit

A fixed-fee, fixed-scope assessment that ranks your AI and cyber liability exposures highest to lowest, maps them against your actual policy language, and hands you a prioritized remediation roadmap.

Strategy

AI & Cyber Risk Management Strategy

Build the program: governance structure, control framework, contract and vendor language, and insurance-readiness so your risk posture and your coverage finally line up.

Assurance

Independent Risk Audits & Assessments

Recurring, independent review of your AI and cyber risk posture. Defensible documentation you want on file before a regulator, an acquirer, or a claim ever asks for it.

Coverage

Policy & Coverage Gap Review

An advisory read of your coverage adequacy against real exposure. We read your policies the way a carrier's denial team does, so you find the hole before you need to file.

Compliance

AI Governance & Regulatory Readiness

Readiness assessments mapped to the Colorado AI Act, the NAIC Model Bulletin, NIST AI RMF, the EU AI Act, and ISO/IEC 42001. Turn a moving regulatory target into a documented posture.

Supply Chain

Third-Party & Vendor AI Risk Assessment

Assess the AI and model risk you inherit from vendors, foundation-model providers, and subcontractors, with concentration and provenance analysis drawn from the aiV-Cube framework.

Fractional

Virtual Chief AI-Risk Officer

Ongoing, retained oversight of your AI risk program without a full-time hire. Board reporting, control monitoring, and a steady hand as your AI footprint grows.

Disputes

Dispute Advisory & Expert Support

Consulting and litigation expert-support to insureds and their counsel on AI and cyber liability, coverage interpretation, and claims disputes, led by a licensed claims professional.

Education

Board & Executive AI-Risk Briefings

Packaged briefings and training that give directors and executives a clear, current picture of AI and cyber exposure and the questions they should be asking.

The Engagement Methodology
Phase 1

Discover

Review your AI use cases, contracts, remote-work policies, loss runs, and current policy language to establish where exposure actually lives.

Phase 2

Analyze

Stress-test Tech E&O, Cyber, and D&O exclusions against real exposure using the aiV-Cube™ 2.0 framework and its 304-factor model.

Phase 3

Package

Deliver a ranked exposure assessment, highest to lowest risk, with a prioritized remediation roadmap your team can act on immediately.

Built For

Mid-market companies actively deploying AI.

We work with technology and data-driven businesses that have moved faster on AI than their risk function could follow. Private-equity-backed companies are a core focus: we help sponsors protect portfolio value, de-risk diligence, and preserve margin before an uninsured event decides the outcome.

Focus Sectors & Regions
IT & SaaSProfessional ServicesFinancial ServicesPE-Backed Mid-Market
NCTNSCFLVAExpanding
Proprietary IP  ·  Patent Pending
The Intelligence Engine Behind Both Practices

aiV-Cube™ 2.0 - a 304-factor AI risk intelligence framework.

aiV-Cube™ 2.0 is the proprietary, patent-pending risk-scoring framework that powers everything RISKEN does. For corporate clients it quantifies AI and cyber exposure for risk management. For the insurance industry it prices, underwrites, and monitors AI-related risk. One model, two audiences, three orthogonal axes.

Axis V

Vulnerability

117 factors

How likely is a risk event given current controls. Scored with an XGBoost gradient-boosted model with monotonic constraints.

Axis I

Impact

100 factors

How severe are the consequences when risk materializes. Scored with a LightGBM Tweedie regressor tuned for heavy-tailed loss.

Axis IC

Interconnectedness

87 factors

How far and fast risk spreads across dependencies. Scored with a GraphSAGE graph neural network over the entity graph.

18 Risk Categories
COM
Commercial
18 factors
DAT
Data Quality
18 factors
END
End-user
15 factors
ETH
Ethical
20 factors
GEO
Geographical
15 factors
GOV
Governance
17 factors
IMP
Impact
16 factors
IND
Industry
16 factors
IPR
Intellectual Property
15 factors
MON
Monetization
16 factors
SEC
Security
21 factors
TEC
Technical
22 factors
USE
Use Case
15 factors
UXP
User Experience
14 factors
GEN
GenAI & Agentic
20 · new in v2.0
TPR
Third-Party / Supply
15 · new in v2.0
OPR
Operational Resilience
15 · new in v2.0
ACT
Actuarial / Insurance
16 · new in v2.0

Stacked ML Architecture

A specialized sub-model per axis, fused by a logistic-regression meta-learner calibrated to a 0 to 100 score with isotonic regression and bootstrap confidence intervals.

  • XGBoost for Vulnerability
  • LightGBM Tweedie for Impact
  • GraphSAGE + NetworkX for Interconnectedness
  • SHAP explainability on every factor

RISE™ API Suite

Six production-grade modules that embed aiV-Cube intelligence into corporate GRC tooling and carrier underwriting systems. REST, JSON, OAuth 2.0, sub-500ms scoring.

  • RISE-Score, RISE-Portfolio, RISE-Bench
  • RISE-Embed, RISE-Predict, RISE-Subrogation
  • Batch scoring at 1,000 risks per minute
  • White-labeled widgets and dashboards

Regulatory Crosswalk

Every factor category maps to the frameworks your risk, compliance, and underwriting teams answer to, so a single assessment produces evidence across jurisdictions.

  • NAIC AI Bulletin & AIS Program
  • NIST AI RMF & AI 600-1 GenAI Profile
  • Colorado AI Act & EU AI Act
  • ISO/IEC 42001, SOC 2, FCRA, CCPA, GDPR
RISKEN Insurance Advisors, Inc.  ·  NPN 21676872
Master Practice 02  ·  Licensed Business

Commercial insurance, claims advocacy, and AI risk intelligence for the industry.

The licensed side of RISKEN. We place commercial coverage and advocate on claims for businesses, and we license the aiV-Cube™ 2.0 and RISE™ platform to insurance carriers, brokers, MGAs, and reinsurers so they can underwrite and price AI-related risk with actuarial rigor. Licensed as a resident producer in North Carolina and a non-resident producer in Pennsylvania and Virginia.

Division A  ·  America Insures by RISKEN™

Commercial coverage, written by people who know what a claim looks like.

America Insures by RISKEN™ is our commercial brokerage brand, with 24 active carrier appointments across standard, specialty, and E&S markets. We shop the market on your behalf and place the right coverage at a defensible price. Every account includes enhanced claims advocacy led by a licensed NC claims adjuster. The reason to choose us is not what happens when you sign, it is what happens when you file.

24
Active commercial carrier appointments
4
Specialized verticals, depth over breadth
17
BOP markets for small-commercial depth
NC · PA · VA
Licensed resident and non-resident
Vertical 01

Contractors & Trades

GCs, HVAC, plumbing, electrical, roofing, landscape, and specialty trades operating across NC, PA, and VA.

  • General liability and commercial auto for standard and hard-to-place risks
  • Workers compensation with carrier-specific class filings
  • Builders risk and course-of-construction specialty markets
  • Contract and commercial surety bonds
Vertical 02

Professional Services

Law firms, architects, engineers, consulting, technology services, and accounting firms across the Triangle, Charlotte, and Piedmont.

  • Professional liability (E&O) for white-collar risk profiles
  • Cyber liability, standalone and bundled
  • Employment practices, D&O, and management liability
  • Business owners policies with E&O endorsements
Vertical 03

Light Commercial (BOP-Centric)

Retail, offices, light manufacturing, distribution, and service businesses. Our deepest carrier strength, with 17 BOP markets and instant-quote capability.

  • Multi-carrier instant-quote comparison for smaller accounts
  • Commercial auto, umbrella, and inland marine add-ons
  • Workers compensation layered into package pricing
  • Fast placement velocity through modern platforms
Vertical 04

Specialty: Cyber & Surety

Standalone cyber for mid-market businesses and contract and commercial surety across all trades. High-value, low-competition segments.

  • Cyber for SME and mid-market from cyber-first carriers
  • Commercial and contract surety bonds
  • Drone, trucking, and transportation liability
  • Community association, sports, and event liability
Division A  ·  The Differentiator

Led by a licensed claims adjuster. Four tiers of support.

Most agencies at our tier sell price. We sell what happens when something goes wrong. Every client receives enhanced claims advocacy at no additional cost; larger accounts can engage fee-based claims consulting or CAT-response services.

Tier 1

Core Commercial Placement

Placement across four verticals and 24 carrier markets, with wholesale access for hard-to-place accounts.

Tier 2

Enhanced Claims Advocacy

Included for every client. Pre-loss documentation, active claims management, policy-wording interpretation, and direct advocacy with adjusters.

Tier 3

Fee-Based Claims Consulting

Complex losses, disputed claims, and advocacy for non-client businesses. Scoped per engagement.

Tier 4

CAT Response Capability

Contract adjusting during hurricane, windstorm, and hail events through established vendor networks across the Southeast.

Division B  ·  aiV-Cube™ 2.0 + RISE™ for the Industry

AI risk intelligence for carriers, brokers, MGAs, and reinsurers.

The aiV-Cube™ 2.0 framework and the RISE™ API suite are available for licensing to the insurance industry to underwrite, price, and monitor AI-related exposure. Delivered as a structured Underwriter Decision Package and through six production API modules that plug into the systems carriers already run.

Underwriter Decision Package

Composite score with 90% confidence intervals, axis breakdown, factor attribution, peer benchmarks, premium indication, and an automated conditions and exclusions engine.

  • Top 10 risk drivers and mitigants via SHAP
  • 18-category risk heatmap
  • Anonymized peer benchmarking
  • Regulatory readiness scorecard

Systems Integration

Five submission channels and pre-built connectors that embed scoring at the point of submission, with straight-through-processing rules for low-risk binding.

  • Guidewire, Duck Creek, Majesco (PAS)
  • Applied Epic, AMS360, Vertafore (BMS)
  • ACORD XML supplemental mapping
  • Batch and portfolio scoring endpoints

Carrier & Reinsurer Advisory

Specialized engagements for the other side of the policy: product structuring, emerging-risk underwriting advisory, and portfolio analytics that can integrate aiV-Cube intelligence.

  • AI insurance product and coverage-form structuring
  • Reinsurance tail-risk and catastrophe accumulation modeling
  • Parametric trigger design
  • GeoVol™ geopolitical analytics (supplementary)
Enquire About Carrier Licensing
Why RISKEN

Institutional risk thinking, applied to the age of AI.

RISKEN's practice is led by a founding principal with more than 25 years across the insurance, reinsurance, and financial-services ecosystem, including leadership at a top-three global insurance broker's innovation and analytics center and direct work in the London and Lloyd's markets. Our methodology is grounded in proprietary intellectual property: the patent-pending aiV-Cube™ 2.0 framework and the practitioner reference The Unknowns of Enterprise AI in Regulated Sectors.

Licensed claims professional (NC, FL) Licensed insurance producer (NC, PA, VA) Associate in Claims (AIC), The Institutes 25+ years insurance, reinsurance & AI risk
Contact

Start with a conversation.

Corporate AI and cyber risk advisory, commercial insurance and claims advocacy, or aiV-Cube™ 2.0 carrier licensing. Tell us where you sit and we will route your enquiry to the right practice. All communications are handled confidentially.

Email

risken@risken.us

Phone

+1 (803) 630-8881

Fax

+1 (910) 377-1598

Mail

301 S McDowell St, Ste 125 PMB 1141
Charlotte, NC 28204, United States

Entities

RISKEN Global Advisors LLC (Advisory)
RISKEN Insurance Advisors, Inc. (Licensed · NPN 21676872)

Confidentiality. Advisory engagements, coverage reviews, and claims conversations are handled confidentially. Carrier and reinsurer licensing discussions are conducted under mutual non-disclosure agreement where appropriate.
Thank you. Your enquiry has been received and we will respond within one business day.
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