Seamless, AI-Driven Claims Processing

Claims management and processing are taxing procedures for both insurers and policyholders. The need for conversational, AI-powered intervention has never been so evident.

Our RPA-enabled Claims Processing Bots handle end-to-end insurance claims with self-serve options for policyholders to submit paperwork. Once processed, the claim is ready for an agent to finalize.

Claims Processing Bot illustration
  1. 01Speeds up claims processing
  2. 02Seamless CRM integration
  3. 0324 / 7 availability
  4. 04Verification & fraud-detection algorithms
  5. 05Scalable with high accuracy

The same three nodes, drawn out in full

Lifecycle · 05 states

Submit paperwork, processed, agent to finalize — that is the shape of every claim. Between those three nodes a real claim moves through five states, and the bot owns four of them. The one marked in solid ink is the one that still belongs to a person.

Bot-owned states
04
Human-owned states
01
Settlement decisions by bot
00
  1. FNOLBot · 00:00

    First notice of loss

    The bot answers, confirms policy number and date of loss, and opens a claim reference before the caller hangs up.

    rail node 01 · submit paperwork

  2. DOCSBot · + 3 min

    Document capture

    A WhatsApp thread carries the checklist. Each upload is acknowledged by name, and the bot calls back for anything still missing.

    rail node 01 · submit paperwork

  3. TRIAGEBot · + 12 min

    Triage & validation

    Coverage, policy status and duplicate checks run against the core system. Clean claims route to fast-track; flagged ones route to investigation.

    rail node 02 · processed

  4. ADJUSTHuman · + 1 day

    Adjuster review

    The adjuster opens a claim that is already complete — documents attached, fields populated, exceptions annotated.

    rail node 03 · agent to finalize

  5. SETTLEBot · + 4 days

    Settlement & follow-up

    The bot confirms the payout figure, reads back the bank account on file, and calls again once the transfer lands.

    rail node 03 · agent to finalize

“Where is my claim?”

Inbound · MTR-88213

It is the single most common call a claims line takes, and the least rewarding one for an agent to answer. The bot answers it from the live claim state — and uses the call to unblock whatever is holding the claim up.

Abridged transcript · caller verified on the registered mobile

Claim MTR-88213 · Motor · Own damageTriage
  1. BOTVocallabs claims line. May I have your claim reference, or the mobile number on the policy?
  2. CALLERI don’t have the reference. It’s the car claim, from last Tuesday.
  3. SYSTEMlookup · mobile ending 4417 → 1 open claim · MTR-88213 · state TRIAGE
  4. BOTFound it — motor claim MTR-88213, registered Tuesday the ninth. Where is my claim: it cleared document check this morning and is with validation now.
  5. CALLERSo what’s left? Do you need anything from me?
  6. BOTOne item. The repair estimate from the garage came through unsigned. If you send the signed copy, the claim moves to an adjuster today instead of Thursday.
  7. CALLERSend me the link and I’ll do it now.
  8. SYSTEMsms + whatsapp dispatched · upload slot: ESTIMATE_SIGNED · claim held at TRIAGE
  9. BOTSent to the number you’re calling from. Once it uploads I’ll text you the adjuster’s name, and I’ll call you when the settlement figure is approved.

What it does to cycle time

Motor book · 90 days

Claims rarely stall in the adjuster’s queue. They stall waiting for a document nobody chased, or a caller who could not get an answer. Measured on one insurer’s motor book, over the first ninety days:

Claims cycle metrics before and after deploying the claims processing bot
MeasureBeforeWith the botWhy
Time to register a claim2 days4 minFNOL captured on the first call
Document chase cycles3.41.1Checklist acknowledged per item
Claims complete at adjuster41%94%Nothing routes half-filled
Average settlement cycle19 days6 daysFast-track on clean claims
“Where is my claim” calls to agents100%12%Status answered by voice, any hour

68%

Cut in settlement cycle

94%

Claims complete at adjuster

24/7

Status answered by voice

The paperwork, chased item by item

Capture · 06 items

Self-serve only works if the policyholder knows exactly what is missing. The bot holds an open checklist against the claim, names each item as it arrives, and calls back about the ones that have not.

  1. Policy number or registered mobileRead back digit by digit and confirmed against the core system
  2. Date, time and place of lossCaptured in speech, normalised to the claim record
  3. Photographs of the damageWhatsApp upload, count acknowledged aloud on the next call
  4. FIR or incident report, where applicableFlagged mandatory for theft and third-party motor claims
  5. Repair estimate or hospital billChecked for signature and totals before it is accepted
  6. Bank account for the payoutRead back in full and re-confirmed before settlement

What sits between a claim and a payout

Safeguards · Ledger

Speed is only worth having if it does not widen the leakage. Verification and fraud-detection run on every claim the bot touches, and the decision itself never leaves your team.

Caller verification
Policy number, date of birth and the registered mobile must agree before any claim detail is spoken aloud.
Duplicate detection
The same loss event filed twice — across channels or across policies — is held and surfaced to a reviewer.
Velocity flags
Unusual claim frequency on a policy, or a burst from one garage or clinic, marks the claim for investigation.
Document integrity
Uploads are checked for edits, mismatched dates and totals that do not reconcile with the stated loss.
No autonomous payout
The bot never approves a settlement. It prepares, confirms and follows up; a human adjuster signs.
Full call record
Recording, transcript, uploads and state changes are written to the claim file for audit and regulatory review.

Books it is running on

Coverage · 03
  1. 01

    Motor

    Own-damage and third-party. Registration, garage, estimate and survey dates collected on the first call; cashless network garages confirmed by voice.

    FNOL · SURVEY · ESTIMATE · SETTLE

  2. 02

    Health

    Cashless pre-authorisation and reimbursement. The bot chases discharge summaries and bills, and reads the approved amount back before the hospital is paid.

    PRE-AUTH · BILLS · QUERY · SETTLE

  3. 03

    Property

    Fire, flood and burglary on home and shop policies. Loss photographs, the incident report and the surveyor visit are all scheduled from one conversation.

    FNOL · SURVEY · REPORT · SETTLE

Before you hand it the claims line

Questions · 05

Bring us one claim type and ninety days.

We start on a single book — usually motor own-damage or health reimbursement — wire it to your claims system, and measure the cycle time against your own baseline before anything else moves.

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