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Information Architecture Service Line

Turn Decades of Policy and Claims Data into a Governed Foundation

PremiumIQ helps insurers design insurance-specific data architectures that make core system data usable, governed, reusable, and ready for analytics, automation, and AI.​

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We work with CDOs, chief data architects, and data platform leaders to modernize foundations, unify core data, and prepare analytics and AI to scale.

What We Do

Capabilities
Architecting Platforms for the Data

Target architecture, platform design, sizing for carrier data volumes and cost control.

Typical engagements

  • Target Data Architecture Definition

  • Cloud Platform Selection and Sizing

  • Snowflake Cost Architecture Optimization

Resolving Identity Across Systems

Customers, producers, and accounts unified into one reliable view across sources.

Typical engagements

  • Customer Golden Record Implementation

  • Producer Identity Resolution Program

  • Party Matching Rules Modernization

Baking Quality Into the Architecture

Measure and monitor quality from ingestion to reporting. Issues caught before they reach models or filings.

Typical engagements

  • Critical Data Quality Rules Design

  • Reconciliation Control Framework Implementation

  • Data Quality Scorecard Deployment

Modeling the Business in the Data

Policy, claims, billing, and party domains modeled for shared semantic use.
 

Typical engagements

  • Canonical Policy Data Model

  • Enterprise Claims Domain Model

  • ACORD Alignment and Mapping

Setting Integration Contracts

Integration patterns and data contracts so core system changes land seamlessly.

Typical engagements

  • Enterprise Data Contract Implementation

  • Core System Integration Standards

  • Event and API Pattern Design

Semantic Layer & AI Enablement

P&C ontology and governed metric definitions so analysts and AI assistants read data in the language of insurance.

Typical engagements

  • Semantic Layer Architecture Design

  • Enterprise Insurance Ontology Design

  • AI Retrieval Architecture Blueprint

The Information Architecture service line helps carriers define target platforms, unify identities, standardize integration, model core domains, and strengthen data quality for analytics and AI.

Our Work

Case Studies

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

Case Study

Turning Data Into Decisions

See how a mid-sized insurer unified policy, risk, and exposure data on Snowflake to automate reporting, strengthen governance, and enable scalable analytics and AI.

See how a top 25 national multi-line insurer created a governed data model to accelerate reporting, improve consistency, and support advanced analytics.

Governed Insurance Data Model

Case Study

Case Study

Accelerating Cloud Transformation

See how a North American insurer migrated a massive legacy EDW to Snowflake, cutting costs, improving performance, and building a scalable foundation for analytics and AI.

Insights and Thought Leadership

Blogs

Related Service Lines

Connected Capabilities for a Stronger Data Foundation

Architecture creates more value when governance, engineering, and analytics connect the foundation to trusted use across the carrier.

For clients that need ownership, controls, metadata, and lineage to keep architectural standards governed and trusted.

For clients that need to build, migrate, and operate the pipelines and platforms defined by the target architecture.

For clients that need semantic layers, reporting, and AI use cases that turn the data foundation into business value.

Service Line Leader

Bob McIlvride

"Carriers need architecture that survives core system change. We focus on durable structures that keep data consistent, connected, and ready for analytics and AI."

Bob McIlvride - Information Architecture Leader

Bob McIlvride.png

Ready to modernize the data foundation your analytics and AI depend on?

Talk with PremiumIQ about how to build a scalable, insurance-specific data foundation for trusted analytics, automation, and AI.
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159 North Sangamon Street

Suite 200

Chicago, IL 60607

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(312) 767-2580

iq@premiumiq.com

© 2026 PremiumIQ LLC

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