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Intelligence & Insights Service Line
Deliver Decision-Ready Analytics for Underwriting, Claims, and Risk
PremiumIQ helps insurers combine AI and BI to turn fragmented reporting and one-off analytics into trusted intelligence that supports faster decisions across the business.
We work with CDOs, chief analytics officers, and BI leaders to modernize reporting, align metrics, and turn data and AI into faster decisions.
Reporting for the Boardroom
Executive KPIs, operational dashboards, board reporting. One trusted view from daily operations to the C-suite.
Typical engagements
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Executive Performance Dashboard Redesign
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Board Reporting Modernization Program
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Leadership Reporting Portal Implementation
Modernizing the BI Estate
Consolidate legacy reports into self-service analytics that replace the backlog and get adopted.
Typical engagements
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Legacy Report Rationalization Program
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Power BI Migration Factory
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Self-Service Analytics Rollout
Applying Data Science to Insurance Problems
Pattern mining, statistical modeling, predictive analytics, and applied methods for pricing support, loss analysis, reserving, and portfolio optimization.
Typical engagements
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Loss Trend Detection Deployment
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Portfolio Anomaly Monitoring Build
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Emerging Risk Signal Discovery
Enabling AI-Driven Analysis
Natural language querying, summarization, and search over insurance data. Analysis where the data lives, integrated into existing workflows.
Typical engagements
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Natural Language Analytics Deployment
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Unstructured Claims Insight Automation
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AI-Powered Research Assistant Build
Rationalizing KPI Report Across the Enterprise
Define once, measure consistently. Clear owners, governed definitions, one answer per metric from underwriting to the board.
Typical engagements
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Enterprise KPI Rationalization Initiative
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Metric Ownership Operating Model
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KPI Certification Workflow Implementation
Unifying the Semantic Layer
Define metrics once, so every dashboard, model, report, and AI agent answers the same way.
Typical engagements
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Power BI Semantic Model Consolidation
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Reusable Analytics Dataset Implementation
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Natural Language Query Enablement
Capabilities
The Intelligence & Insights service line helps carriers modernize reporting, align KPIs, enable self-service analytics, apply AI, and uncover patterns that improve decisions.
What We Do
Our Work
Case Studies
Learn how PremiumIQ helps carriers bring structure, alignment, and execution discipline to complex data initiatives.
Unlocking Loss Ratio Insights
Case Study
Insights and Thought Leadership
Related Service Lines
Connected Capabilities for Trusted Intelligence
Insights become more useful when governed definitions, sound architecture, and reliable engineering support every report, model, and AI answer.
Security & Governance
For clients that need certified metrics, clear ownership, and controls that strengthen trust in reporting, analytics, and AI.
Information Architecture
For clients that need domain models, semantic layers, and shared definitions that keep insights consistent across the business.
Applied Engineering
For clients that need reliable pipelines, transformations, and data products to power reporting, analytics, and AI at scale.
Service Line Leader
Abigail Hurtgen
“Insurers have no shortage of reports. The real challenge is creating trusted insight that surfaces immediately and changes underwriting, claims, and portfolio decisions. That is where we focus.”
Abigail Hurtgen - Intelligence & Insights Leader
