Agile Insurance Analytics
Insights · Practitioner Perspectives

Thinking from the people who've done the work.

Practical perspectives on claims performance, data governance, and AI - written for the executives who have to make these decisions, by practitioners who have sat in their seats.

01 - Latest Insights

Claims, governance, data strategy, customers, and AI.

Claims Performance

Why Claims Organizations Struggle to Deliver Expected Business Results

Claims is the largest operating expense in P&C - and the hardest to see clearly. The issue is rarely technology. More often it is visibility, accountability, and execution discipline.

  • The five interconnected drivers of claims performance
  • An executive visibility framework for early intervention
  • Why process must be evaluated before technology
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Data Governance

Why You Need a Data Governance Process

Insurers depend on data at an enterprise level but too often govern it at a departmental level. A cross-functional governance committee closes the gap between reliance and confidence.

  • The three outcomes governance delivers: accountability, consistency, control
  • Why governance cannot live inside IT alone
  • The compounding cost of delay
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AI & Data

How AI Can Help Organizations Find Problems in Their Data Environment

Most organizations know where their systems are. Far fewer understand how information actually moves between them. AI can expose the hidden relationships, risks, and governance gaps traditional assessments miss.

  • Duplicate data, bottlenecks, and quality issues surfaced earlier
  • Governance gaps and hidden dependencies revealed
  • From reactive snapshots to continuous, proactive visibility
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Enterprise Data Strategy

My Kingdom for a Compass

Most executives call data a corporate asset - yet few carriers manage it like one. Without an enterprise data strategy, organizations end up somewhere other than where they meant to go.

  • The familiar symptoms of strategy-free data
  • Three common failures - and what they cost
  • The components of an effective data strategy
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Customer Intelligence

Know Thy Customer: Customer Intelligence - The Next Competitive Advantage for Insurers

Successful insurers no longer compete only on products and prices - they compete on how well they understand and serve their customers. A trusted 360° view makes that possible.

  • Why a 360° customer view drives retention and growth
  • Modern architecture, governance, and semantic layers
  • The USAA lesson: know the whole relationship
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Written by practitioners, not career theorists.

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