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Security & Governance Service Line

Govern Data and AI as an Engineering Discipline, Not a Policy

PremiumIQ helps insurers operationalize governance through the controls, oversight, and guardrails needed to scale safely, build trust, reduce risk, and support confident decisions.

We work with CDOs, chief risk officers, and data governance leaders to strengthen ownership, embed practical controls, and scale trusted data and AI.

What We Do

Protecting Sensitive Information

Classify, control, and audit access to policyholder data across structured and unstructured repositories. Govern what humans and AI agents can see, use, and share.

Typical engagements

  • AI-Assisted Sensitive Data Discovery

  • Policyholder Data Access Control Implementation

  • Data Retention Compliance Implementation

Governing the Data Estate

Ownership, stewardship, policies, and enforcement that work in practice. Fewer surprises in audits and exams.

Typical engagements

  • Enterprise Data Governance Program Launch

  • Business Data Ownership Implementation

  • AI-Ready Governance Baseline Assessment

Governing Analytics and Models

Model inventory, validation, change control, and certified sources of truth across the reporting and analytics estate.

Typical engagements

  • Analytics & AI Model Inventory Build

  • Certified Reporting Control Framework

  • Model Change Governance Implementation

Governing Third-Party Data

Vendor onboarding, ongoing quality monitoring, lineage documentation, and license compliance for the external data your underwriting and AI depend on.

Typical engagements

  • Third Party & AI Training Data Governance

  • External Data SLA Governance

  • Vendor Data Lineage Implementation

Governing AI for Trust and Compliance

Guardrails, approval paths, HITL controls, model lifecycle management, and regulatory evidence for AI that satisfies the board, risk teams, and regulators.

Typical engagements

  • Enterprise AI Governance Program Launch

  • AI Use Case Approval Workflow

  • Agentic AI Governance & Oversight

Sustain Trust and Reliability

Monitor data health end to end, so issues surface before they reach regulators or the board.

Typical engagements

  • Enterprise Data Observability Deployment

  • Automated Trust Monitoring & Alerting

  • Data Reliability SLA Implementation

Capabilities

The Security & Governance service line helps carriers establish ownership, strengthen controls, protect sensitive data, monitor trust, and govern AI and third-party data with confidence.

Our Work

Case Studies

Learn how PremiumIQ helps carriers bring structure, alignment, and execution discipline to complex data initiatives. 

Case Study

Creating a Foundation for Enterprise AI Readiness

See how a P&C insurer reassessed and modernized its data governance strategy to strengthen accountability, reduce data risk, and support future AI initiatives.

See how a specialty insurance brokerage established a scalable data protection and governance program to reduce risk, support compliance, and enable AI-driven growth.

Turning Data Protection into a Capability

Case Study

Case Study

Enterprise Metadata &  Modernization

See how a large U.S. insurer replaced fragmented metadata tools with a unified data catalog to strengthen analytics and governance.

Insights and Thought Leadership

Related Service Lines

Connected Capabilities for Trusted Data and AI

Governance is strongest when strategy, architecture, and engineering reinforce the controls that keep data and AI trusted.

Insurance Strategy & Program Leadership

For clients that need leadership, operating models, and adoption support to turn governance priorities into sustained business practice.

Information Architecture

For clients that need governed models, metadata, lineage, and platform patterns that make controls enforceable by design.

Applied Engineering

For clients that need data quality, observability, testing, and automated controls embedded in production workflows.

Service Line Leader

Conrad Wojtan

"Most carriers treat governance as overhead. The ones pulling ahead treat it as a competitive advantage to ensure their data is trusted, their AI scales, and their teams spend less time fixing what should have been right the first time."

Conrad Wojtan - Security & Governance Leader

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Ready to put trusted data and AI governance into practice?

Talk with PremiumIQ about how to put practical controls in place, strengthen trust, reduce risk, and scale data and AI responsibly.
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159 North Sangamon Street

Suite 200

Chicago, IL 60607

(312) 767-2580

iq@premiumiq.com

© 2026 PremiumIQ LLC

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