Business function

AI use cases for claims

First notice of loss, assessment, settlement and recovery of insurance claims.

Use cases
8
Deployments
26
Organizations
25
Outcome disclosed
50%

8 Claims use cases

25 organizations in 13 countries run these use cases in public. 50% of those 26 deployments disclose a measurable outcome.

Insurance

AI agent for first notice of loss claims intake

An AI agent that takes the first notice of loss from a policyholder by phone, chat or app, identifies the policy, collects the facts of the incident and the evidence the claim type needs, opens the claim in the claims system and tells the customer what happens next, handing complex, injured or vulnerable claimants to a human handler.

Deployments
5 public, best grade B
Reported accuracy
90%
DOMCURA, vendor claim
InsuranceTravel and hospitality

AI agent for travel insurance claims and assistance

An AI agent that helps insured travellers around the clock and in their own language: it answers cover questions, takes claims for delays, cancellations, lost baggage and medical costs, reads the receipts and certificates they upload, settles simple claims within set limits, and connects medical emergencies and complex cases to the assistance team at once.

Deployments
2 public, best grade B
Reported automation rate
up to 70%
Allianz Partners, organization claim
Insurance

AI for claims triage and straight through processing

AI that reads each new insurance claim and its documents, scores its complexity, cover questions, fraud and recovery signals, sends it to the right handling path and handler, and settles simple, low risk claims end to end within set limits without a person touching them.

Deployments
7 public, best grade B
Reported automation rate
about 55%
Lemonade, organization claim
Cross industryBanking

AI for drafting customer letters and outbound notices

AI that drafts the letters and notices operations must send at scale, such as arrears notices, decline letters, complaint responses, servicing confirmations and product change notices, from case data and approved templates and clauses, in the customer's language, for a person to approve where the notice is regulated.

Deployments
5 public, best grade B
Reported cycle time reduction
25%
SS&C GIDS and RS, vendor claim
InsuranceHealthcare

AI for health insurance prior authorization and claims adjudication support

AI that reads prior authorization requests, medical claims and appeals with their clinical and billing documents, extracts diagnoses, treatments and costs, checks them against the policy and published clinical criteria, and prepares a summary and recommendation for a clinician or adjudicator, who makes every adverse decision.

Deployments
5 public, best grade B
Reported handling time reduction
about 50%
Acentra Health, vendor claim
Insurance

AI for insurance claims fraud detection

AI that scores every insurance claim for fraud from first notice of loss onwards, combining claim, policy, document, image and network data to find suspicious claims, organised rings and inflated losses, and sends each alert with its reasons to a claims handler or special investigations unit for review.

Deployments
5 public, best grade B
Autonomy
Assist
Insurance

AI for photo based damage assessment in insurance claims

Computer vision that assesses damage from photos or video of a vehicle or property taken by the policyholder, a repairer or an adjuster, identifies the damaged parts and the repair or replace decision, produces or checks the repair estimate, and flags total losses and inconsistencies for a person to review.

Deployments
5 public, best grade C
Autonomy
Supervised agent
Insurance

AI for subrogation opportunity detection

AI that reads open and closed claims to find cases where a third party is wholly or partly liable, estimates liability and the recoverable amount under the applicable negligence and recovery rules, and sends scored recovery opportunities with their reasons to the subrogation team.

Deployments
2 public, best grade B
Autonomy
Assist

What the evidence says

Computed from the 26 public deployments behind these use cases. Numbers update with every checked record.

Deployments by stage
  • Announced
    1
  • Pilot
    1
  • Production
    19
  • Scaled
    5
Public deployments by region
  • North America
    12
  • Europe
    9
  • Asia Pacific
    3
  • Global
    2

Organizations with a public deployment

AXA Switzerland, Acentra Health, Admiral Seguros, AdvanceCare, Allianz Partners, Assurant, Centers for Medicare and Medicaid Services, Central Insurance, Covéa, DOMCURA, Elephant Insurance, Foyer, General Insurance Association of Singapore, Health Resources and Services Administration, Hippo, Hiscox, ICICI Lombard, Lemonade, Manulife, PZU, Progressive, SS&C Technologies, Sedgwick, Tokio Marine & Nichido Fire Insurance, Travelers.