Insurance & Financial Services Analytics | imPROVE analytics
Insurance & Financial Services

From static reporting to insight-driven management.

We help insurers and financial-services organizations move beyond static reports to insight that drives the business — executive KPIs tied to strategy, automated reporting, and workflow automation. Led by practitioners from inside Liberty Mutual, Arch Insurance, and a major reinsurer.

Book a call → What we deliver
CLAIMS CYCLE TIME ↓ · AUTOMATION ↑
50,000+annual hours saved at Liberty Mutual
$10M+in effort avoidance delivered
40%faster data acquisition at a reinsurer
50%+less manual reconciliation in reinsurance & cash apps
The challenge

Leaders are buried in reports — and short on insight

Insurance and financial-services organizations generate enormous volumes of data, but too much of it lives in static reports and manual reconciliation. Leaders spend their time wrangling data instead of acting on it.

Static reporting
Numbers that describe the past but don’t connect to strategy or trigger action.
Manual reconciliation
Cash apps, reinsurance, and close processes leaning on spreadsheets and tribal knowledge.
Inconsistent KPIs
Definitions that differ from the CEO down to the adjuster, so the numbers never quite agree.
Slow, costly workflows
High-volume back-office processes ripe for OCR, RPA, and AI-driven automation.
What we deliver

Insight-driven management, function by function

Leadership
Executive KPI Suite
Scorecards that tie metrics directly to strategic goals — defined consistently from the CEO to the desk-level adjuster.
Operations
Automated Reporting
Reliable, scheduled reporting across functions, replacing manual exports and reconciliation with governed pipelines.
Reinsurance & Finance
Reconciliation & Cash Apps
Governed data foundations that cut manual reconciliation by 50%+ and shorten cycle times in reinsurance and cash applications.
Shared Services
Workflow Automation
OCR, RPA, and AI-driven automation for high-volume back-office processes — deployed at enterprise scale.
Transformation
Process & Cycle-Time Reduction
Improvement programs that have delivered 15-day cycle-time reductions and seven-figure expense savings.
Foundation
Governed Data Architecture
Data lakes, warehouses, and semantic models across Azure, AWS, and GCP — the AI-ready foundation under every dashboard.
The imPROVE Operational Intelligence Framework™

A phased path — strategy first, then build

Assessment
Diagnose the gap
Benchmark reporting, KPI definitions, and governance. Leave with a maturity scorecard and a prioritized roadmap.
Stage 1
Governed foundation
Align KPI definitions across functions and consolidate source systems into one governed, documented model.
Stage 2
Automated reporting
Executive and operational reporting on scheduled refreshes — reconciliation and manual assembly eliminated.
AI Ready
Stage 3
Automation & AI
OCR, RPA, and AI-driven workflow automation prioritized by ROI — on a foundation built to support it.
Where we deliver

Deep experience across insurance & financial services

P&C & Personal Lines
Operational reporting and KPI frameworks across consumer markets and claims.
Specialty Insurance
Shared-services leadership and enterprise workflow automation.
Reinsurance
Enterprise data architecture, cloud migration, and reconciliation automation for reinsurers.
Corporate & Shared Services
OCR, RPA, and AI-driven automation for high-volume back-office processes.
TPAs & Claims Operations
Desk-level adjuster efficiency, enterprise KPI definition, and cycle-time reduction.
Financial Services
Governed analytics and automated reporting aligned to strategy and performance.
Questions, answered

Insurance analytics FAQ

What kinds of insurance organizations do you work with?

P&C and personal lines, specialty carriers, reinsurers, TPAs, and corporate shared-services functions — our team has led analytics and automation inside Liberty Mutual, Arch Insurance, and a major reinsurer.

Do you do more than dashboards?

Yes. Alongside reporting we deliver OCR, RPA, and AI-driven workflow automation for high-volume processes — the same work that delivered 50,000+ hours saved annually and $10M+ in effort avoidance.

How do you keep KPIs consistent across the organization?

We define KPI governance from the CEO down to the desk-level adjuster, then build a single governed model so every function reports from one source of truth.

Let’s start the conversation

Move from reports to decisions.

Tell us where the reporting and reconciliation burden is heaviest — we’ll show you where automation pays off first.

Book a call → kyle@improvegrp.com