For carriers, reinsurers, MGAs, agencies, and brokers

The Agentic Ecosystem for Insurance

IAN is built for insurance operations. It combines AI agents, orchestration, rules engines, and human expertise to help insurance organizations move faster, operate smarter, and make better decisions.

IAN does not replace human judgment. It amplifies it.

Careers at Xceedance

One Ecosystem.
Every Insurance Workflow.

IAN agents create value across the insurance lifecycle.

Underwriting

Submission Intake & Triage
Loss Run Analysis
Appetite Screening
Class & Code Assignment
Underwriting Briefing

Claims

FNOL Intake & Classification
Medical Record Summary
Claim Notes Synthesis
Fraud Flagging
Claim Adjustment Support

Policy Administration

Policy Reconciliation
Endorsement Review
Issuance Validation
Premium Booking Checks
Policy Document Generation

Compliance & Risk

PII Redaction
Sanctions Screening
Entity Validation
Surplus Lines Compliance
Audit Logging & Traceability

Agentic automation built for how insurance actually works

Insurance workflows are complex, document-heavy, and highly variable.

IAN brings structure to that complexity.

The ecosystem orchestrates specialized AI agents across the insurance value chain, from intake and extraction to validation, enrichment, summarization, reconciliation, and decision support.

What IAN Agents do

Every agent has a clear role. Every workflow stays governed. Every decision stays human accountable.

IAN_classify

Classify

Identify document types and route work automatically.

IAN_extract

Extract

Convert unstructured submissions, loss runs, forms, and schedules into structured data.

IAN_validate

Validate

Run compliance and business-rule checks before work moves forward.

IAN_enrich

Enrich

Pull external and third-party data to complete the risk picture.

IAN_infer

Infer

Assign classifications, scores, and recommendations with confidence-based review.

IAN_reconcile

Reconcile

Compare submissions, policies, endorsements, and renewals to surface material differences.

IAN_summarize

Summarize & Draft

Generate underwriting-ready summaries, narratives, and communications.

IAN_triage

Decide & Triage

Recommend routing, prioritization, and next-best actions.

AI, where automation helps.
Humans, where judgment matters.

Agents handle repetitive processing, data gathering, and first-pass analysis.

Insurance professionals focus on
judgment, exceptions, customer relationships, and complex decisions.

The result is faster operations without losing control, governance, or accountability.

Governed. Auditable.
Enterprise-ready.

Insurance organizations need more than AI experimentation. They need operational control.

IAN provides:

  • Human-in-the-loop review workflows
  • Confidence-based escalation
  • Structured retries and exception handling
  • End-to-end audit trails
  • Provenance tracking
  • Role-based governance
  • Configurable business rules

Every workflow is orchestrated for transparency, repeatability, and operational accountability.

ISMS assurance (1)

Ready to operationalize agentic automation?

See how IAN helps insurance organizations accelerate operations while keeping human expertise at the center.

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