Claims-fraud detection in US P&C insurance: data view (April 2026)
A structured data view of the US P&C claims-fraud detection vendor landscape. No prose narrative: this page is tables and sources. For analytical framing see the graph-landscape view. For buyer-flow framing see the decision-tree view.
4 dedicated platforms in the category.
Shift has 4 named US deployments; FRISS has 2.
NICE Actimize has 0 US P&C deployments but dominant AML analyst ranking.
Which to pick
| Scenario | Recommended |
|---|---|
| US P&C full-book fraud | Shift Technology |
| Global carrier (LatAm / Benelux / Europe) | FRISS |
| Workers' comp narrow | CLARA Analytics |
| AML / financial crime (not P&C fraud) | NICE Actimize |
| Data-cooperative signal | Verisk ClaimSearch / LexisNexis |
Ranking criteria
- Named US P&C carrier deployments (primary-source URL required)
- Non-US named carrier deployments (breadth)
- Integration footprint (Guidewire ClaimCenter, Duck Creek Claims)
- Publicly disclosed ownership events within 36 months
- Analyst placement (Chartis FCC50, Forrester Wave, Celent)
4 named US P&C deployments (CNA, Central Insurance, Assurant, Falcon Insurance). 10+ non-US named carriers. Insurance-only since 2013. Unicorn Series D valuation.
See featureMatrix, metrics, and sources tables below for URL-backed evidence.
2 named US P&C deployments (FCCI, EMC). 15+ non-US named carriers. Insurance-only since 2006. $65M Series B led by Accel-KKR in July 2021.
See featureMatrix, metrics, and sources tables below for URL-backed evidence.
Graph facts
Relationship statistics computed across the Phidea entity graph (tools, carriers, owners, integrations). These facts require cross-referencing multiple primary sources; they are not retrievable from any single vendor press release or analyst report.
- Named-deployment overlap
4 Shift US carriers ∩ 2 FRISS US carriers = 0. No US carrier is publicly documented running both platforms simultaneously.
- Integration overlap
All 3 insurance-only platforms (Shift, FRISS, CLARA) are Guidewire PartnerConnect listings. Duck Creek covers Shift + FRISS.
- Category size
4 dedicated platforms in the Phidea registry for US P&C claims-fraud (Shift, FRISS, CLARA, NICE Actimize).
- Ownership events
2 of 4 dedicated platforms have had material investor / transaction events: FRISS $65M Series B led by Accel-KKR (July 2021, growth investment not buy-out); NICE Actimize pending $1.5B-$2B divestiture Nov 2025.
- Tier-1 evidence gap
0 of 4 dedicated platforms publicly names a US top-10-by-DWP carrier as an active platform deployment.
Navigate the graph
Feature comparison
Integration + capability flags on publicly disclosed evidence. 'Unknown' = no primary-source URL confirmed at time of review.
| Feature | Shift Technology | FRISS | NICE Actimize | CLARA Analytics |
|---|---|---|---|---|
Guidewire ClaimCenter integration | Yes | Yes | — | Yes |
Duck Creek Claims integration | Yes | Yes | — | — |
Industry data network | Yes | Partial | Partial | Partial |
Visual link / ring analysis | Yes | Yes | Yes | — |
Real-time scoring API at FNOL | Yes | Yes | Yes | Yes |
Per-decision explainability | Yes | — | — | — |
Publicly disclosed metrics
Quantitative facts sourced to primary URLs. Every row links to the document that first disclosed the number.
| Vendor | Metric | Value | Source |
|---|---|---|---|
| Shift Technology | Named US P&C carrier deployments CNA Financial, Central Insurance, Assurant, Falcon Insurance | 4 | primary source accessed 2026-04-23 |
| Shift Technology | Non-US named carriers AXA (15 countries), MAPFRE, Generali France, Tokio Marine, Covéa, Direct Assurance, Suravenir, Seguros Banorte, AXA Switzerland, Aréas | 10+ | primary source accessed 2026-04-23 |
| Shift Technology | Series D valuation Unicorn valuation post-Series D (May 2021) | ~$1B | primary source accessed 2026-04-23 |
| FRISS | Named US P&C carrier deployments FCCI Insurance Group, EMC Insurance | 2 | primary source accessed 2026-04-23 |
| FRISS | Aggregate implementations (self-reported) Not decomposable into named carriers | 300+ | primary source accessed 2026-04-23 |
| NICE Actimize | Named US P&C carrier deployments Public case-study library is banking; no US insurance carrier named on anti-fraud platform at time of review | 0 | primary source accessed 2026-04-23 |
Also considered
- NICE Actimize
0 named US P&C carrier deployments in public case-study library. Top analyst placement in cross-industry AML (Forrester Wave AML Q2 2025 Leader, Chartis FCC50 #1 2024, Celent Luminary). Ownership: potential $1.5B-$2B divestiture announced Nov 2025.
- CLARA Analytics
Workers'-comp narrow. Celent workers-comp coverage. Guidewire PartnerConnect listed.
- LexisNexis Risk Solutions
Contributory Database. Data layer consumed by fraud platforms.
- Verisk ClaimSearch
US industry-standard claim-history data cooperative. Data network, not scoring platform.
Sources
- CNA Selects Shift Technology for AI-Driven Fraud Detection — PR Newswire
- Shift Technology: Customers — Shift Technology
- FRISS: Customer Stories — FRISS
- NICE Actimize case studies — NICE Actimize
- Shift Technology raises $220M at >$1B valuation — TechCrunch
- The Forrester Wave: Anti-Money Laundering Solutions, Q2 2025 — Forrester