Managed AI for insurance

Connect policy, risk, customer, and operational context around the work.

Coryntas enables managed agents to prepare and coordinate insurance work across distribution, underwriting, policy servicing, claims, compliance, and corporate operations.

Insurance professionals coordinating knowledge-intensive work
C
Managed operating layerDesigned around each workflow
  • Context linked
  • Approvals bounded
  • Evidence captured

Create a common governed agent foundation for the insurance lifecycle while keeping underwriting, claims, and other accountable decisions with the right professionals.

The policy is only part of the context

Useful work also depends on submissions, endorsements, correspondence, claims history, guidelines, authority limits, and current system state.

Work arrives incomplete

Teams spend significant effort assembling evidence, identifying missing information, and coordinating the next responsible party.

Judgment cannot be hidden

Agents need clear boundaries between preparation, recommendation, approval, and the decisions reserved for licensed or authorized professionals.

See the platform foundation

Move the work forward without hiding the judgment.

Departments do not define the solution. The agent follows the work across accountable owners, policies, and systems.

Distribution and service

Prepare customer and broker work using current policy, product, and relationship context.

Underwriting operations

Organize submissions, identify missing evidence, and prepare files for professional judgment.

Claims operations

Coordinate case information, documents, tasks, and exceptions without replacing adjuster authority.

Compliance and corporate operations

Manage evidence, vendors, finance exceptions, and policy change across shared systems.

Underwriting operations

Submission intake and preparation

Classify incoming material, validate completeness, and prepare the underwriting file.

Discuss this workflow
Managed agent run01
  1. Agent

    Classifies incoming submission material

  2. Policy

    Validates it against appetite and intake rules

  3. Agent

    Builds the file and names what is missing

  4. Human

    Underwriter accepts the file or declines intake

Underwriting operations

Underwriting evidence gathering

Collect permitted risk information and applicable guidance for professional review.

Discuss this workflow
Managed agent run02
  1. Agent

    Collects permitted risk information

  2. Policy

    Applies the guidance version in force

  3. Agent

    Separates verified facts from unconfirmed ones

  4. Human

    Underwriter prices and binds the risk

Claims operations

Claims intake coordination

Organize case facts, documents, coverage context, open tasks, and missing information.

Discuss this workflow
Managed agent run03
  1. Agent

    Organizes case facts and supporting documents

  2. Policy

    Surfaces the coverage terms that apply

  3. Agent

    Tracks open tasks and missing information

  4. Human

    Adjuster retains the coverage decision

Distribution and service

Policy servicing preparation

Prepare endorsements and service requests using current policy and authority rules.

Discuss this workflow
Managed agent run04
  1. Agent

    Reads the service request against the policy

  2. Policy

    Checks authority limits and endorsement rules

  3. Agent

    Prepares the change for issue

  4. Human

    Authorized staff release it to the customer

Build from one workflow into a managed portfolio.

These are representative applications—not the boundaries of Coryntas or a claim that every workflow runs autonomously.

05Distribution and service

Broker and customer response preparation

Draft evidence-backed responses using approved product, policy, and account context.

06Compliance and corporate operations

Compliance evidence collection

Assemble current controls and records for a review-ready evidence package.

07Compliance and corporate operations

Vendor assessment

Coordinate third-party evidence, gaps, review, and accountable approval.

08Compliance and corporate operations

Invoice exception resolution

Resolve mismatches across purchasing, vendor, approval, and finance records.

View workflow
This is one view of the work Coryntas agents can manage—not a limit on what the platform can support.

Connect context to governed execution.

Exact connectors, access boundaries, approval rules, and production measures are confirmed during workflow design.

Industry context

Policy and product knowledge

Forms, endorsements, coverage language, product rules, guidelines, and effective versions.

Risk and case evidence

Submissions, inspections, correspondence, claims records, documents, tasks, and open questions.

Relationship context

Customer, broker, distribution, account, service, and commitment history.

Authority context

Role, license, jurisdiction, financial threshold, referral rule, and approval ownership.

Governed execution

Separate preparation from decision

The workflow specifies when an agent can assemble or propose and when an authorized professional must decide.

Match context to the case

Product, jurisdiction, policy version, role, and case state determine what information and rules apply.

Manage change in production

Performance, context drift, recurring exceptions, and controlled workflow releases are reviewed together.

Typical system categories
  • Policy administration systems
  • Claims management platforms
  • Underwriting workbenches
  • Broker and customer relationship systems
  • Document and correspondence repositories
  • Finance, workflow, and identity services

Measure accepted work—not AI activity.

Baselines and targets are agreed for each workflow. These are operating definitions, not unverified performance claims.

01

File completeness

The share of cases prepared with every required item or an explicit missing-information route.

02

Preparation cycle time

Time removed from evidence gathering and coordination before professional review.

03

Referral quality

Whether cases reach the correct authority with the information needed to decide.

04

Accepted outcome rate

How often completed agent work meets the operational standard defined by its owner.

Design the first insurance agent—and the foundation for what follows.

Map the outcome, context, systems, controls, human authority, and production measures with Coryntas.

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