phidea

Cyber risk underwriting platforms for US insurers: data view (April 2026)

Structured data view of the cyber risk underwriting and analytics vendor landscape for US insurers. Category combines three product shapes: attack-surface / external-signal platforms (BitSight, SecurityScorecard, Black Kite), cyber-cat-modelling platforms (CyberCube, Guidewire Cyence, Moody's), and insurer-operated MGAs / platforms (Coalition, Resilience, At-Bay). Carriers mix two or three of these rather than picking one.

Bottom line

CyberCube leads cyber-cat modelling for cedents and reinsurers.

BitSight and SecurityScorecard are the broadest external-signal platforms.

Coalition is the insurer-operated cyber MGA with the deepest direct-underwriting telemetry.

Black Kite and Resilience compete in adjacent positions.

Guidewire Cyence is the embedded option for Guidewire shops.

Which to pick

ScenarioRecommended
Cyber cat modelling for cedents / reinsurersCyberCube
External attack-surface monitoring at scaleBitSight or SecurityScorecard
Insurer-operated cyber MGA with proprietary telemetryCoalition
Already on Guidewire looking for native cyber analyticsGuidewire Cyence
Third-party-risk emphasis for large enterpriseBlack Kite

Ranking criteria

  • Category (external signal vs cat model vs MGA-operated)
  • Named US carrier / reinsurer deployments
  • Telemetry depth (direct from insured enterprise vs external scan)
  • Integration with PAS / underwriting platform
  • Funding / valuation signal
#1

CyberCube

ai-native · data-platform
Fiche →

US-heritage cyber cat modelling. Deep reinsurer references. Series C 2024.

See metrics and sources tables below.

#2

Coalition

ai-native · underwriting-workstation
Fiche →

Insurer-operated cyber MGA. Proprietary telemetry from direct-insured enterprises. Valuation >$5B in late 2022.

See metrics and sources tables below.

#3

bitsight

External attack-surface rating at scale. Moody's has held a strategic minority investment since 2021 ($250M); expanded product partnership integrated BitSight signals into Moody's Analytics in 2025.

See metrics and sources tables below.

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.

  • Category trichotomy

    External-signal platforms (BitSight, SecurityScorecard, Black Kite), cat-model platforms (CyberCube, Cyence), and insurer-operated MGAs (Coalition, Resilience, At-Bay) occupy distinct positions. Most carriers run at least one from two of the three categories.

  • Moody's analytics concentration

    Moody's owns RMS (catastrophe, since 2021) and Cape Analytics (property attributes, since Jan 2025). Moody's also holds a strategic minority investment in BitSight ($250M, 2021) with an expanded 2025 product partnership integrating BitSight signals into Moody's Analytics. Three of the most widely-used analytics platforms in US P&C and cyber underwriting are under material Moody's influence though BitSight remains independent.

  • Insurer-operated MGA maturation

    Coalition, Resilience, and At-Bay each raised Series D+ rounds or Series E. The insurer-operated cyber MGA has crossed the threshold from experiment to established channel.

Navigate the graph

Feature comparison

Capability flags on publicly disclosed evidence.

FeatureCyberCubeCoalitionbitsightsecurityscorecardcyence
Cyber cat modelling (systemic loss)
Yes
Partial
Partial
Aggregate analytics
Partial
Yes
External attack-surface scan
Partial
Yes
Yes
Yes
Partial
Direct-insured telemetry
No
Yes
No
No
No
Insurer-operated MGA structure
No
Yes
No
No
No
Guidewire-native integration
Partial
Yes
Public or Series D+ private
Yes
Series C 2024
Yes
~$5B valuation 2022
Yes
Moody's minority strategic investor since 2021 ($250M); partnership expanded 2025
Yes
Series E 2021
Yes
Parent publicly traded

Publicly disclosed metrics

Quantitative facts sourced to primary URLs. Every row links to the document that first disclosed the number.

VendorMetricValueSource
CyberCube
Series C funding
Series C close 2024 extending runway into US + UK market
$50M+primary source
accessed 2026-04-23
Coalition
Valuation
Late-2022 valuation; cyber MGA with direct carrier-partner network
$5B+primary source
accessed 2026-04-23
bitsight
Moody's strategic investment
Moody's invested $250M in BitSight in 2021 as largest shareholder with minority stake. Partnership expanded in 2025 to integrate BitSight cyber signals into Moody's Analytics products. No acquisition.
$250M (2021)primary source
accessed 2026-04-23
cyence
Parent acquisition
Cyence acquired by Guidewire in 2017; embedded in Guidewire product suite
$275M (2017)primary source
accessed 2026-04-23

Also considered

  • securityscorecard

    External attack-surface rating; comparable to BitSight. Growing cyber-insurance footprint.

  • black-kite

    Third-party-risk-focused. Used by carriers emphasising vendor-risk exposure of insureds.

  • cyence

    Guidewire Cyence; embedded cyber analytics for Guidewire shops. Less independently competitive than CyberCube.

  • resilience

    Cyber-insurance carrier with analytics layer; competes with Coalition in the insurer-operated category.

  • At-Bay

    Cyber MGA with proprietary scan telemetry; Series E 2022. Growing US carrier-partner network.

Sources

Last reviewed 2026-04-23. Vendor-sourced aggregate claims are flagged [self-reported]in the justification text. Ranking refreshes when a vendor’s fiche is revised or when a new material event (acquisition, analyst report, major deployment) changes the order.