Pryme Intelligence
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Infrastructure-grade AI for serious global businesses.

Solutions ยท Insurance

Quote faster.Settle cleaner.

Insurance AI built for the combined ratio.

Pryme Intelligence gives insurance carriers governed AI agents that triage broker submissions, draft underwriting and claims documents, capture FNOL across channels, surface fraud before it becomes leakage, service policyholders in your brand voice, and ship the actuarial and regulatory evidence your risk function expects. It sits above Guidewire, Duck Creek, and Sapiens, not against them.

Underwriting
Claims
Fraud
Evidence
Pryme Intelligence
Carrier operations
Focus
Quote, service, settle, and defend on one governed insurance layer.
Why insurers reach out

You do not need another AI pilot.

You need AI that compresses underwriting cycle time, shortens claims settlement, lowers service cost, surfaces fraud before it becomes leakage, and still survives model risk, Internal Audit, and the next regulator review.

You keep Guidewire, Duck Creek, or Sapiens

Pryme Intelligence sits above the carrier platform your team already spent years implementing. You do not need a platform replacement to get faster underwriting, cleaner claims handling, and better evidence.

You cover the full carrier lifecycle

Quote, bind, service, claim, settle, renew. Insurance is not one queue. Pryme Intelligence gives you one governed agent layer across underwriting, servicing, claims, fraud, reporting, and audit.

You defend every decision later

Underwriting referrals, claims recommendations, vulnerable-customer escalation, fraud routing, and regulatory evidence stay attributable, exportable, and readable by audit, risk, and regulators.

Four pillars

Underwrite -> Service -> Settle -> Defend.

Insurance is a full lifecycle business. The same governed pattern has to hold from underwriting through service, claims, fraud, reporting, and audit.

Underwrite

Pryme Intelligence triages broker submissions and direct quote requests against appetite, pulls prior-loss and third-party context, chases missing information, and gives the underwriter a cleaner file before they open it.

You get: Same-day movement on in-appetite business and underwriters spending time on judgement instead of paperwork.
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Service

Policyholder and broker service runs across web, app, portal, email, and voice in your brand voice with policy, billing, and prior-claim context attached. Endorsements and certificates draft inside the same governed flow.

You get: Lower cost-to-serve, faster broker responses, and service quality that holds on the day the customer actually needs you.
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Settle

FNOL is captured across channels, claim documents are reviewed before the adjuster opens the file, reserve and settlement drafts are assembled, and fraud signals route to SIU with the evidence already attached.

You get: Shorter claims cycle time, lower leakage, and adjusters who spend more time deciding and less time assembling the case.
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Defend

Every read, draft, escalation, approval, and action is recorded with policy, claim, source data, approver, timestamp, and affected system so Internal Audit, model risk, and examiners can review the same trail.

You get: Examiner readiness as a continuous output of the work instead of a reconstruction project before every review.
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Across the carrier

One Workspace across personal, commercial, life, specialty, reinsurance, and carrier ops.

Carriers do not buy AI by isolated queue. They buy it across underwriting, service, claims, fraud, reporting, and the back office. Pryme Intelligence gives you one governed layer across the firm.

Segment
What Pryme Intelligence handles
Agents in scope
Personal lines
Quote generation, FNOL capture, claims triage, servicing, endorsements, fraud triage, and vulnerable-customer detection at claim moment.
Insurance Servicing, FNOL, Claims Triage, Fraud Triage, Underwriting Assistant
Commercial lines
Submission triage, missing-information chase, broker quote turnaround, complex claims document review, referral and declination drafting.
Underwriting Assistant, Broker Quote, Claims Triage, Policy Document Drafter
Workers' compensation
FNOL capture, return-to-work coordination, medical-review summarisation, fraud triage, and jurisdiction-specific reporting support.
FNOL, Claims Triage, Fraud Triage, Compliance Officer (Insurance)
Life & health
Application triage, suitability review support, policy administration, beneficiary servicing, claims handling, and lapse-prevention workflows.
Underwriting Assistant, Insurance Servicing, Claims Triage
Specialty
Risk-specific document review, complex underwriting assistance, panel-based claims handling, and tighter referral routing.
Underwriting Assistant, Broker Quote, Claims Triage, Policy Document Drafter
Reinsurance
Treaty placement support, facultative submission triage, claim recovery preparation, and treaty-performance reporting before renewal.
Reinsurance Treaty Agent, Underwriting Assistant, Compliance Officer (Insurance)
Built for carriers

Two pre-trained agents. Five blueprints ready to deploy. Two with enterprise setup.

You should not buy an insurance AI page full of catalogue theatre. These are the agents a carrier buying committee can actually understand, stage, and govern.

2
Pre-trained
5
Blueprints
2
Enterprise setup
Insurance Servicing Agent profile
Pre-trained
Policyholder and broker servicing

Insurance Servicing Agent

Acts as a senior servicing officer across personal, commercial, and life lines. Handles policy questions, billing queries, certificate generation, mid-term endorsements, and claim-status updates in your brand voice.

  • Answers policy and billing questions with carrier-platform context already attached.
  • Drafts endorsements and certificates while routing binding changes through your delegated authority chain.
  • Flags vulnerable-customer signals and complaint risk before the interaction drifts.
Clear the service backlog
Stabilise broker response times
Underwriting Assistant Agent profile
Pre-trained
Submission triage and underwriting prep

Underwriting Assistant Agent

Prepares commercial and personal-lines submissions before the underwriter opens the file by chasing missing fields, summarising documents, surfacing appetite fit, and pulling prior-loss context.

  • Turns messy broker submissions into cleaner files with the missing-information chase already drafted.
  • Summarises large underwriting packs so junior and senior underwriters start with signal, not paperwork.
  • Keeps appetite checks and referral logic tied to named underwriter approval.
Quote faster for in-appetite risks
Reduce underwriting document drag
Agent
What it does
Connects to
Governance
State
FNOL Agent
Time to first run: Same day
Captures First Notice of Loss across phone, web, app, broker, and email. Asks the right questions per peril, opens the case, and schedules the next step.
Claims platform, telephony, CRM, broker channels, and vulnerable-customer flags
Captures only; case open and adjuster assignment stay approval-gated and vulnerable-customer flags auto-escalate.
Claims Triage & Document Review Agent
Time to first run: Same day
Reviews claim packs, classifies severity, surfaces inconsistencies, drafts the adjuster brief, and recommends the reserve starting point.
Claims platform, document store, photo inputs, medical records, and third-party demand systems
Drafts only; reserving, settlement, and payment authorisation require named adjuster and supervisor approval.
Policy Document Drafter Agent
Time to first run: Same day
Drafts endorsements, declarations pages, certificates of insurance, schedules, and wording amendments from your approved source library.
Policy admin system, wording library, state and regulatory variants, and document store
Drafts only; issuance, endorsement binding, and certificate dispatch require named underwriter or service-team approval.
Fraud Triage Agent
Time to first run: Same day
Surfaces claim-fraud signals, assembles the evidence, and drafts the SIU referral so investigators spend time on the right claims.
Claims platform, fraud providers, network analytics, third-party data, and SIU case systems
Detection only; claim holds, SIU escalation, and customer communications require SIU and claims-team approval.
Broker Quote Agent
Time to first run: Same day
Sits in the broker channel, triages submissions, chases missing information, runs appetite checks, and drafts indications or declinations faster.
Broker portal, underwriting platform, appetite library, prior-business data, and email
Drafts only; quote indications, terms, binding, and declinations stay with the named underwriter.
Reinsurance Treaty Agent
Setup path: Solutions design
Supports treaty placement preparation, claim recovery, and treaty-performance evidence assembly before renewal.
Reinsurance systems, treaty library, claims data, cession records, and market broker portals
Drafts only; treaty terms, placement decisions, and recovery actions require named treaty-team and actuarial approval.
Enterprise setup
Talk to solutions
Actuarial Model Refresh Agent
Setup path: Solutions design
Monitors pricing and reserving model performance, surfaces drift, and drafts the evidence pack the model committee needs before a refresh decision.
Pricing and reserving models, claims data, exposure data, third-party sources, and model documentation
Detection and draft only; model changes and pricing updates require Chief Actuary and model-risk approval.
Enterprise setup
Talk to solutions
Control environment

Pryme Intelligence is the agent layer above the carrier platform, not another replacement programme.

That is the objection insurance buyers raise first, and the page should answer it directly. You keep the system of record. Pryme Intelligence adds governed execution, approvals, and evidence across the workflows your carrier platform still leaves manual.

Capability
Pryme Intelligence
Carrier-platform customisation
Point AI tool
Generic AI
Sits above your existing carrier platform
Yes
No, it tries to replace or heavily reshape the stack
No, another point layer
No, it floats outside the system of record
Time to first governed use case
Days
Quarters
Weeks to months
Hours, but unsafe
Approvals on underwriting, claims, and customer-facing actions
Built in
Custom workflow work
Partial
None
Fraud and claims evidence trail
Immutable and exportable
Depends on implementation quality
Case-level only
No durable chain of custody
Reuse across underwriting, claims, service, and reporting
Yes, one Workspace
Heavy project work per domain
Usually one narrow use case
No operating layer
Examiner readability
Designed for audit and regulator review
Mixed
Limited
No
Who this is for

Built for the people who have to sign, defend, and operate it.

Insurance buying committees are longer than almost any other industry. The page has to speak to operational, underwriting, claims, risk, audit, and architecture stakeholders at the same time.

COO / Operations leadership

You need underwriting, service, claims, and reporting to move faster without adding another fragmented vendor layer above the carrier platform.

Compress the cycle time without rebuilding the stack.
See the platform architecture

Chief Underwriting Officer

You need underwriters spending time on judgement and structure, not on reading submissions, chasing missing fields, and drafting repetitive broker follow-up.

Quote faster. Win better business.
See how the builder works

Chief Claims Officer

You need lower LAE, shorter FNOL-to-settlement time, cleaner fraud routing, and adjusters who are not buried under document assembly.

Settle cleaner without losing control.
See the claims-adjacent workflow

CCO / CRO / Internal Audit

You need AI that fits model risk, conduct, Consumer Duty, and audit review rather than creating a new blind spot in the control environment.

Adopt AI without expanding the audit problem.
See the governance rail
What changes

What your team should expect in the first quarter.

The point is not AI theatre. The point is faster underwriting, cleaner claims handling, lower service cost, and evidence that gets easier to defend as adoption grows.

Metric
Today
With Pryme Intelligence
Underwriting cycle time
Days to weeks
Hours for in-appetite and cleaner referral cases
Claims cycle time
Days to weeks
Shorter FNOL-to-settlement with evidence attached earlier
Service cost-to-serve
High repetitive volume across channels
Higher deflection and cleaner human routing
Fraud leakage
Inconsistent signal and slow escalation
Earlier SIU routing with evidence already assembled
Regulatory and actuarial prep
Manual assembly cycles
Continuous evidence state across reporting and review
FAQ

What insurance buyers ask before they move.

These are the questions that decide whether the page converts into a real carrier conversation or dies as another AI curiosity.

Does Pryme Intelligence replace Guidewire, Duck Creek, or Sapiens?

No. Pryme Intelligence sits above the carrier platform and uses it as the system of record. The point is to add a governed agent layer, not ask the carrier to fund another platform replacement.

Can a Pryme Intelligence agent bind cover, approve a claim payment, or change a policy without approval?

No. Those are permissions you grant, not defaults. Sensitive underwriting, claims, and customer-facing actions remain approval-gated under named humans and policy thresholds.

How does Pryme Intelligence help with claims fraud without slowing genuine claims down?

The fraud-triage flow surfaces evidence and routes suspicious cases to SIU without forcing every claimant into the same slow path. Genuine claims can keep moving while higher-risk cases get the extra review.

How does Pryme Intelligence fit model risk and actuarial review?

It keeps model use inside a governed runtime with approvals, lineage, and exportable evidence so actuarial, model-risk, and committee review teams can inspect what changed and why.

Does Pryme Intelligence support Consumer Duty and vulnerable-customer handling?

Yes. Vulnerable-customer signals can be surfaced and escalated at service and claim moments, with policy references and handling paths attached to the same audit trail.

Can Pryme Intelligence work across underwriting, claims, service, and reporting in the same carrier?

Yes. That is the point. One Workspace can run underwriting prep, claims triage, servicing, fraud routing, and reporting without multiplying vendors or governance models.

What does procurement get instead of another AI pilot deck?

A carrier-ready brief, clear control story, one governed Workspace, and a path to production that does not depend on a new two-year services programme.

Bring a real submission queue or claims backlog.

We will show you what Pryme Intelligence does with it.

Pick one real insurance workflow you already run - broker submissions, claims backlog, policy servicing, fraud triage, or regulatory evidence prep. You will see a governed Pryme Intelligence agent on it live, with the trail your carrier would need to defend it.