Claims-fraud detection: which vendor for your situation (April 2026)
A decision guide for US P&C claims-fraud vendor selection. Instead of ranking vendors in order, this page walks through the seven buyer situations that actually determine the choice and recommends a vendor for each. The ranking is implicit in the scenarios.
For a straightforward ranked comparison see the graph-landscape view. For a data-only view see the data view.
If you are a US P&C carrier with a pure US book, Shift Technology fits the most common situations.
If your book extends outside the US, FRISS fits better.
For workers'-comp narrow, CLARA.
NICE Actimize is the right answer only for AML-heavy surfaces, not claim fraud.
Which to pick
| Scenario | Recommended |
|---|---|
| If your book is mostly US personal lines auto and property, $50M-$500M DWP | Shift Technology |
| If your book is US commercial lines, mid-market to tier-2 | Shift Technology |
| If your book extends into Canada, Latin America, or Europe | FRISS |
| If you are a global carrier already running FRISS in other regions | FRISS |
| If your primary fraud surface is workers' compensation | CLARA Analytics |
| If your fraud surface is AML / sanctions / surveillance (not P&C claim fraud) | NICE Actimize |
| If your DWP is below ~$50M and you are already on modern Guidewire cloud | Guidewire-native fraud module (evaluate against Shift) |
| If you need US industry-wide claim-history data cooperative signal | Verisk ClaimSearch + chosen fraud platform on top |
Ranking criteria
- Situation fit (line-of-business, geography, book size)
- Claims-admin integration path (Guidewire vs Duck Creek vs other)
- Regulatory surface (state DOI explainability, AML exposure)
- Deployment window risk (vendor ownership, product trajectory)
- Measured outcomes (false-positive rate, SIU workload impact)
Default pick for a US P&C carrier with a US-dominant book.
Buyer situation fit. Shift is the default for four common US buyer situations: personal lines auto + property mid-market, commercial lines mid-to-tier-2, carriers on modern Guidewire cloud looking for a best-of-breed fraud layer, and US-focused groups where non-US book is <20% of GWP.
Why Shift for these situations. Shift has been insurance-only since 2013; its product surface is tuned specifically to P&C claim patterns (staged auto, property inflation, workers-comp fraud, health benefits abuse). CNA Financial, Central Insurance, Assurant, and Falcon Insurance are the four named US platform deployments on primary-source PR. Guidewire Ready Partner. Duck Creek integration documented. Shift's own Insurance Data Network provides cross-carrier contribution signal at scale.
When Shift is the wrong pick. If >30% of your GWP is outside the US with significant localisation needs (Latin America, Benelux, Asia-Pacific), FRISS's reference list is deeper in those markets. If your book is 90%+ workers' compensation, CLARA's narrower focus beats Shift's generality.
Ownership and trajectory. Venture-backed through Series D (~$1B valuation, May 2021 close). No announced transaction. Insurance-only focus with no near-term ownership uncertainty.
Default pick for a carrier whose book extends beyond the US.
Buyer situation fit. FRISS fits global carriers with meaningful non-US exposure, carriers already running FRISS in an EMEA / LatAm entity considering consolidation, and carriers looking for a partner with strong localisation outside the US.
Why FRISS for these situations. Insurance-only since 2006 (seven years longer than Shift). 15+ named non-US carrier deployments across Canada, Latin America, Europe, Asia-Pacific (Commonwell Mutual, SGI, Santalucía, UNIQA, INTERAMERICAN, Folksam, Aegon, IAG New Zealand, SURA Colombia, among others). Guidewire PartnerConnect + Duck Creek integration.
When FRISS is the wrong pick. If your US book is the entire business and no non-US expansion is planned, Shift's US footprint is deeper (4 named US carriers vs FRISS's 2). FRISS's US reference call depth is structurally thinner.
Ownership and trajectory. Raised $65M Series B led by Accel-KKR in July 2021 (growth-stage PE investment, not a buy-out). Majority-investor relationship has shaped the roadmap but FRISS has not been fully acquired. Ask for current product roadmap + investor-influence questions in RFPs.
Buyer reality
What a carrier procurement team should expect on scope, budget, and integration cost.
Situation-scoped diligence questions.
Different buyer situations require different RFP emphases. Use this list to scope diligence to your actual situation rather than running a generic full-vendor-evaluation.
- US personal lines buyer: ask for per-1000-claim false-positive rate at the carrier's preferred SIU-time budget. Ask for ring-detection case studies on staged auto. Ask for Guidewire ClaimCenter native integration depth (not just partner listing).
- Global buyer: ask for in-region reference calls (not just US ones). Ask how localisation is maintained per country for language, claim taxonomy, and regulatory signals. Ask for proof of platform unification across regions (single model vs per-region models).
- Workers' comp buyer: ask for CLARA-vs-Shift head-to-head on workers-comp carrier reference accounts. Ask about pharmacy benefit abuse detection depth.
- AML / financial crime buyer: do not evaluate Shift or FRISS. Go straight to NICE Actimize, SAS Anti-Money Laundering, or a financial-crime specialist. Claim fraud is the wrong product category for this surface.
- Mid-market <$50M DWP: consider the Guidewire-native fraud module before going to a dedicated platform. Ask the dedicated vendors where their floor is.
Deployment-window risk by situation.
- If you are signing a 3-year contract starting 2026: FRISS and NICE Actimize both sit in a 3-year window where an announced or executed ownership change is in scope. Ask the vendor's product leader directly about post-transaction roadmap.
- Shift Technology and CLARA Analytics do not have a publicly announced material transaction in scope for the 2026-2028 window. Lower ownership risk.
Measured outcomes, scoped.
Ask for these specific outcomes in RFPs, not generic "loss-ratio improvement": - Detection rate at a fixed false-positive level the carrier sets (e.g. 2% FP) - SIU time-to-disposition delta on flagged claims - Percentage of SIU-confirmed fraud attributable to platform flags vs existing processes - State-DOI explainability artefact per decision (required in New York, California, a growing list of others)
Also considered
- NICE Actimize
Right answer only for situations where the fraud surface is AML / sanctions / suspicious-activity reporting, not P&C claim fraud. Top of the Chartis FCC50 2024 and Forrester Wave AML Q2 2025. Zero named US P&C carrier platform deployments. Ownership uncertainty: Nov 2025 announcement of potential $1.5B-$2B Actimize divestiture.
- CLARA Analytics
Right answer for a narrow workers'-comp deployment. Not a substitute for a full-book P&C fraud platform; evaluate alongside Shift or FRISS if workers' comp is a single significant LOB.
- Verisk ClaimSearch
Data cooperative, not a scoring platform. Usually paired with Shift or FRISS rather than chosen instead of them.
- LexisNexis Risk Solutions
Contributory Database. Data layer consumed by fraud platforms. Same pairing logic as Verisk.
Sources
- CNA Selects Shift Technology for AI-Driven Fraud Detection — PR Newswire
- Shift Technology: Customers — Shift Technology
- FRISS: Customer Stories — FRISS
- NICE Actimize — NICE Actimize
- The Forrester Wave: Anti-Money Laundering Solutions, Q2 2025 — Forrester