Kolena AI Agent

Claims Intake (FNOL)

Turn a first notice of loss into a clean, triaged claim - parties and coverage verified, loss facts captured, severity and completeness scored, fraud indicators screened, a preliminary reserve basis set, and a routing recommendation - every claim, at scale.

InsuranceClaims

Volume fit

Works best for

carriers, MGAs, and third-party administrators intaking hundreds to thousands of claims a month, where the first hour of coverage checks and triage on every claim is the bottleneck

Too small for

a very low-volume book where an adjuster can set up each new claim by hand faster than reviewing an intake record

Typical inputs

Documents

  • Loss notice / claim form (ACORD 1 Property Loss Notice, ACORD 2 Automobile Loss Notice, ACORD 3 Liability Notice of Occurrence/Claim, ACORD 4 Workers Compensation First Report of Injury, or a carrier FNOL form)
  • Policy, declarations page, or coverage summary
  • Police / fire / motor-vehicle-accident report
  • Photos, damage estimates, or repair quotes
  • Recorded-statement notes or the reporter's written description

Systems

  • Claims / FNOL intake system
  • Policy administration system
  • Phone / IVR, online portal, or mobile app
  • Agency management system
  • Fraud / claims-history screen (e.g., an ISO ClaimSearch-style service)

Output

A structured FNOL intake record per claim: claim summary, party identification, policy and coverage verification, loss details, a policy-period and coverage-applies read, parties/injuries/witnesses, official-report status, damage and loss estimate, a severity tier, a completeness checklist and flag, fraud/SIU indicators and referral flag, a preliminary reserve basis, and a triage/routing recommendation with a cited rationale

Delivered to

  • Claims management / adjudication system
  • Adjuster work queue (fast-track / standard / major-loss)
  • SIU referral queue
  • Reserve / financial system

What it extracts

· 17 fields
  • Form

    Claim Intake Summary

    A one-look roll-up of the reported claim - reference, line of business, loss-notice form type, date reported, who reported it and how, and a one-line loss description - so an intake adjuster can orient before running any check.

  • Form

    Claimant and Party Identification

    The insured and claimant and how they relate to the policy, including whether the named insured on the loss notice matches the policy - the identification every downstream coverage check and notice depends on.

  • Form

    Policy and Coverage Verification

    The policy facts the coverage checks run against - policy number, carrier, effective and expiration dates, in-force status, coverages and limits, deductible, and coverage basis / exclusions.

  • Form

    Loss Details

    The core FNOL facts of the loss itself - date and time of loss, location, cause/peril, type of loss, a factual description, point of impact/damage, and any stated role or fault - kept distinct from the date reported.

  • True/False

    Loss Occurred Within Policy Period

    The first bright-line coverage gate - true only when the date of loss falls within the policy's effective-to-expiration window and the policy is in force.

  • Classification

    Coverage Applies

    A preliminary read on whether coverage appears to respond - applies, likely applies, a coverage question for manual review, does not apply, or insufficient information - as triage support, never a coverage decision or denial.

  • Table

    Parties, Injuries, and Witnesses

    Every person connected to the loss, one row each, with role, whether injured, injury and treatment reported, and attorney involvement - how the adjuster sees injury and third-party exposure at a glance.

  • Form

    Official Reports and Authorities

    Whether the authorities responded and whether an official report exists - report type, number, agency, whether obtained, and any citations or arrests - which corroborates the loss and supports subrogation.

  • Form

    Damage and Loss Estimate

    What was damaged and any early loss amount - property/item, damage description, estimated amount and its basis, drivability/habitability, ALE/business-interruption, and third-party exposure - recorded as a preliminary FNOL indication, not a settled figure.

  • Classification

    Estimated Severity Tier

    A preliminary severity tier - low/fast-track, moderate, high, catastrophic/major, or undetermined - driven first by injuries and liability exposure, then by property-damage size, so the claim routes to the right level of adjuster.

  • Table

    FNOL Completeness Checklist

    The completeness gate - each required FNOL data element marked Present, Missing, or N/A for the line of business - so an incomplete notice is caught before it is assigned.

  • True/False

    All Required Intake Fields Captured

    A single completeness flag - true only when every applicable required FNOL element is present - that separates a workable claim from one that must go back for more information.

  • Table

    Fraud and SIU Indicators

    The early fraud red flags an intake adjuster screens for at FNOL - timing anomalies, inconsistencies, missing reports, jump-ins, provider/attorney patterns, inflated amounts, prior-claim hits - each an indicator for review, not an accusation.

  • True/False

    SIU Referral Recommended

    A single flag recommending referral to the Special Investigation Unit when a high-severity indicator or a pattern of indicators is present - a recommendation for investigation, not a finding of fraud.

  • Form

    Preliminary Reserve Guidance

    A suggested opening reserve basis - whether to reserve, the reserve lines, preliminary indemnity and expense ranges, and the assumptions - as decision support, with every dollar figure a carrier-configured placeholder, not an actuarial calculation.

  • Classification

    Claim Triage and Routing

    The single triage outcome - fast-track, standard adjuster, major/complex-loss, refer for coverage decision, refer to SIU, or incomplete - combining coverage, completeness, severity, and fraud signals, as a recommendation for a human.

  • Text

    Intake Summary and Next Step

    A tight narrative of the claim as intaked, the coverage and severity read, the routing outcome and its driver, and the single next action - decision support for a licensed adjuster, not a coverage decision.

Prerequisites

  • The governing policy or declarations page for the reported loss
  • Your claim-handling guidelines by line of business (severity bands, fast-track limits, reserve ranges, SIU-referral criteria) as configurable placeholders
  • Your required-FNOL-field checklist by line of business

Human review

A licensed claims adjuster reviews the coverage read, severity, fraud indicators, reserve basis, and routing before the claim is assigned and worked. The agent produces intake decision support - it does not make a binding coverage determination, set a final reserve, deny a claim, or find fraud.

Where it fits

First Notice of Loss (FNOL) intake and claim triage

Loss reporting - an insured, claimant, agent, or third party reports a loss by phone, online portal, mobile app, agent submission, or an ACORD loss notice, with any supporting documents (police/fire report, photos, estimates) and the governing policy

This step

FNOL intake, coverage verification, completeness and fraud screening, severity/reserve and triage routing

After

Adjuster assignment and claim handling (fast-track, standard, or major/complex-loss)
Coverage determination / reservation of rights by a licensed adjuster
Special Investigation Unit (SIU) review where fraud indicators are present
Reserve setting and, for multi-carrier portfolios, Loss Run Analysis and reporting

Who uses it

Claims Intake Specialist / FNOL RepresentativeClaims AdjusterClaims Triage AnalystClaims Supervisor / Team LeadSIU Analyst

Grounded in

  • ACORD loss-notice forms - ACORD 1 (Property Loss Notice), ACORD 2 (Automobile Loss Notice), ACORD 3 (Liability Notice of Occurrence/Claim), ACORD 4 (Workers Compensation First Report of Injury)verified as of 2026-07-22
  • State prompt-pay / claim-handling and unfair-claims-practices regulations (e.g., state-adopted versions of the NAIC Unfair Claims Settlement Practices Act)verified as of 2026-07-22
  • Special Investigation Unit (SIU) fraud-referral practice and claims-history screening (e.g., an ISO ClaimSearch-style service)verified as of 2026-07-22

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