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  1. Home
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  3. Insurance
  4. Claims Triage Automation
Insurance

ClaimsTriageAutomation
SmarterClaimSegmentation

Automatically score, segment, and prioritise incoming claims by complexity, value, and fraud indicators — so your best handlers focus on the cases that matter most.

Rules-Based ScoringFraud Flagging
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Insurance Solutions

Manual triage wastes adjuster capacity on low-value claims

When every claim lands in the same queue, experienced adjusters spend time on straightforward notifications while complex, high-reserve cases wait. Manual triage is inconsistent, unauditable, and struggles to keep pace with notification volumes — especially during surge events like storms or flood.

Flat claim queues

Without automated scoring, all claims are treated equally. High-value or complex cases sit behind simple windscreen or accidental damage notifications.

Inconsistent segmentation

Different handlers apply different mental models to triage, producing inconsistent outcomes and making it impossible to benchmark handler performance.

Missed fraud indicators

Early fraud signals — policy inception proximity, repeat claimants, suspicious loss patterns — are buried in free text and not surfaced until investigation stage.

Surge event bottlenecks

Weather events and catastrophe scenarios overwhelm manual triage processes, causing SLA breaches and regulatory complaints.

How SwiftCase handles it

Purpose-built capabilities — not generic templates you have to work around.

Configurable scoring engine

Define weighted scoring rules across reserve band, peril type, claimant history, policy age, and geographic risk factors — all without code changes.

Fraud indicator flagging

Automatically flag claims that match configurable fraud patterns — policy inception proximity, multiple claims in period, known fraud postcodes, and more.

Multi-track routing

Route claims into fast-track, standard, and complex handling streams based on triage score. Each track has its own SLA, authority levels, and escalation rules.

Triage performance dashboards

Monitor triage accuracy, average time-to-allocation, and track distribution in real time. Identify bottlenecks before they cause SLA breaches.

Surge mode configuration

Pre-configured surge profiles automatically adjust triage thresholds and routing rules during catastrophe events, keeping claim flow moving.

Expected outcomes

40%
Reduction in time-to-allocation
Automated scoring and routing eliminates manual queue review, getting claims to the right handler within minutes of submission.
3x
More fraud referrals at FNOL stage
Systematic indicator checking surfaces suspicious claims at first contact — before reserves are set and costs incurred.
25%
Increase in fast-track settlement rate
Accurate low-complexity identification means more claims follow the fast-track path, reducing cycle time and handler cost per claim.

How it works

01

Claim ingested

A new FNOL record enters the triage engine. The system extracts structured data fields including peril, location, estimated value, and claimant details.

02

Scoring & segmentation

The rules engine applies weighted criteria to produce a triage score. Claims are segmented into fast-track, standard, or complex handling streams.

03

Fraud screening

Configurable fraud indicators are checked against the claim data. Flagged claims are diverted to the fraud referral queue with a summary of matched triggers.

04

Handler allocation

The scored claim is allocated to the appropriate handler based on stream, handler specialism, current workload, and authority level. SLA timers are set per track.

05

Triage audit logged

Every scoring decision, rule matched, and routing outcome is logged to an immutable audit trail for FCA evidencing and internal quality assurance.

Related Insurance workflows

FNOL Automation

Feed triage with clean, structured FNOL data — the upstream process that makes intelligent triage possible.

Learn more

Claims Settlement Workflow

Move triaged claims through structured settlement with approval chains matched to the triage-assigned complexity stream.

Learn more

Insurance Complaints Management

Track and resolve complaints arising from triage decisions with full FCA-compliant case management.

Learn more

Free tools

Try these tools to assess and improve your operations.

Workflow Mapper

Map your processes visually and export a professional PDF.

Try free

Meeting Cost Calculator

See the true cost of your meetings and find savings.

Try free

BCP Builder

Generate a Business Continuity Plan tailored to your organisation.

Try free

Frequently asked questions

Yes. SwiftCase provides a no-code rules editor where claims managers can add, remove, or re-weight scoring criteria. Changes take effect immediately and are version-controlled for audit purposes.

Surge profiles are pre-configured rule sets that adjust triage thresholds, fast-track criteria, and routing priorities. A claims manager can activate a surge profile in one click, and the system reverts to normal rules when the event subsides.

Out of the box, the engine checks policy inception proximity, multiple claims within a rolling period, known fraud postcodes, claimant repeat patterns, and time-of-loss anomalies. You can add custom indicators based on your own fraud intelligence.

Triage claims in seconds, not hours

See how SwiftCase scores, segments, and routes incoming claims — putting your best adjusters on the cases where they add most value.

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Insurance Solutions