BlogAbout UsContactBook a Discovery Call →

AI Agents for Insurance Book of Business Reporting

AI agents for insurance book of business reporting combine policy, premium, claims and commission data from your systems into reports by line, broker and region, and flag movement in written premium, retention and loss activity. Underwriting and finance leaders review one consistent book view instead of reconciling spreadsheets.

Challenges We Solve

Where Book of Business Reporting Breaks Down

Insurance teams pull policy, premium and claims data from several systems and rebuild book reports by hand for each audience.

Sources
Data lives in policy, claims and finance systems
Premium, exposure and loss data come from separate platforms. Analysts extract and join them every reporting period.
Definitions
Metrics are defined differently by team
Written, earned and in-force premium, and loss measures, are defined slightly differently. Reports disagree.
Reconciliation
Reports do not tie to the ledger
Premium in the book report differs from the ledger. Differences are found late and need investigation.
Segments
Segment cuts take manual work
Leaders ask for the book by broker, region, line or account size. Each request means a new extract.
Retention
Retention and growth are hard to explain
Movement from new, renewed and lost business is estimated in spreadsheets.
Timing
Reports arrive after review meetings
Data is assembled close to the meeting, leaving little time to check or explain.
AI Agent Capabilities

AI Agents Built for Every Book of Business Reporting Workflow

Six connected capabilities designed around your policy, claims and finance systems and reporting definitions for Insurance teams.

Data Consolidation Agent
  • Pulls policy, premium, claims and commission data on a schedule you set
  • Joins records using policy and account identifiers
  • Flags records that do not match across systems
  • Applies one set of definitions for each measure
  • Keeps the source and date for every extract
Ledger Reconciliation Agent
  • Compares book premium and claims to the finance ledger
  • Highlights differences by line, period and entity
  • Proposes likely causes such as timing and mapping
  • Routes unresolved differences to the owner in book reports
  • Keeps reconciliation support with the report
Segment Reporting Agent
  • Produces the book by line, broker, region and account size
  • Compares to budget and prior periods
  • Shows concentration in the largest accounts and brokers
  • Handles new segment cuts without a new extract
  • Delivers reports to each audience on a schedule
Retention Analysis Agent
  • Splits movement into new, renewed, lost and rate change
  • Shows retention by line and broker
  • Links each movement to the policies behind it
  • Highlights accounts with the largest effect
  • Reports trends over time in book reports
Loss Activity Agent
  • Summarises claims activity and loss measures by segment
  • Flags segments where loss activity has moved
  • Shows the large claims behind a movement
  • Compares with prior periods and plan
  • Passes findings to underwriting for review
Commentary Draft Agent
  • Drafts commentary on the largest movements for each report in book reports
  • Shows the numbers each statement relies on in book reports
  • Leaves editing and approval to the report owner in book reports
  • Keeps drafts and final text by period in book reports
  • Highlights items that need explanation in book reports
Deployment

How We Deploy Your Book of Business Reporting Agent

Five steps from your first call to a validated book of business reporting workflow connected to your policy, claims and finance systems.

01
Reporting and Definition Review
We map your data sources, metric definitions, reporting audiences, reconciliation steps and how book reports are produced today.
✓ Data source and metric definition map
✓ Report audience and cadence inventory
✓ Recommended agent architecture for your environment
BUILT FOR INSURANCE UNDERWRITING AND FINANCE TEAMS

The right book visibility for every insurance role

Each deployment is scoped around how a specific role depends on book data. Underwriting leaders, finance and distribution managers each get the outcome they need without reconciling spreadsheets.

UNDERWRITING
Head of Underwriting
Stops waiting for rebuilt reports. Sees the book by line, broker and segment.
What Changes
  • Premium and exposure by segment
  • Retention and rate movement explained
  • Loss activity by segment
  • Concentration in large accounts
FINANCE
Finance or Actuarial Lead
Stops reconciling reports by hand. Sees book data tied to the ledger.
What Changes
  • Book premium reconciled to the ledger
  • Consistent definitions across reports
  • Differences shown with likely causes
  • Reports on a schedule in book reports
DISTRIBUTION
Distribution or Broker Manager
Stops requesting extracts. Sees performance by broker on demand.
What Changes
  • Premium and retention by broker
  • Loss activity by broker
  • New segment cuts without a new extract
  • Commentary drafts on large movements
Meet Our CEO Haroon Jafree, CPA
25 years as a CFO and finance leader, designing agents around workflows he personally ran.
About WorkAgentic →
FAQ

Questions About Book of Business Reporting Automation

What underwriting leaders, finance teams and distribution managers ask before the first call.

Book a Discovery Call
It uses AI agents to combine policy, premium, claims and commission data into reports by line, broker and region, reconcile them to the ledger and draft commentary. Teams review one consistent view of the book.
Get Started

Ready to Review One Consistent View of the Book?

Book a discovery call to walk through your data sources, your metric definitions and the reports your leaders use.

Book a Discovery Call →