Forward to: Cyber Team

Cyber Insurance
Workflows

Ten agent workflows for the Cyber Team — insured cybersecurity posture assessment, breach probability modeling, threat landscape monitoring, pre-bind security scanning, ransomware exposure scoring, vendor risk evaluation, silent cyber identification, cyber claims trend analysis, policy pricing intelligence, and cyber portfolio management.

1Insured Cybersecurity Posture Assessment

AI agent evaluates the cybersecurity posture of cyber insurance applicants by analyzing their web presence — checking for security pages, compliance certifications, technology stack indicators, and security maturity signals.

1
Assess Applicant Security Posture
/security /compliance /about /careers OpenPageRank Domain Ages
CYBER POSTURE ASSESSMENT — SUBMISSION #CYB-2026-1247 ════════════════════════════════════════════════════════ Applicant: medicalrecordspro.com Requested: $5M Cyber Liability | Industry: Healthcare SaaS SECURITY POSTURE ANALYSIS: /security: Dedicated trust center — SOC2 Type II, HITRUST /compliance: HIPAA BAA available, annual pen testing /about: 120 employees, 2,400 healthcare clients /careers: Hiring CISO, 3 security engineers CYBER RISK SCORE: 78/100 (GOOD) Security culture: Strong — dedicated /security page Compliance maturity: SOC2 + HITRUST Growth risk: Rapid client growth may outpace security Data sensitivity: PHI exposure — high-value target RECOMMENDATION: Bind at standard rate, $5M limit Credit: 10% for demonstrated security program
2
Evaluate Security Risk Factors
Domain Signal
medicalrecordspro.com — /security page shows SOC2 Type II and HITRUST certifications. /compliance offers HIPAA BAA. /careers actively hiring CISO and 3 security engineers — investing in security growth. PageRank 4.8 and 8-year domain age indicate established business. Security posture score 78/100 places this in our "good risk" tier with 10% premium credit eligibility.
GOOD POSTURE — SOC2 + HITRUST + active CISO hiring justifies 10% credit
Sector Signal
Healthcare SaaS Cyber — Healthcare SaaS applicants with /security pages and SOC2 certification show 3.8% breach rate vs. 14.2% for those without. The HITRUST certification further reduces breach probability to 2.1%. This applicant's posture is in the top quartile for healthcare SaaS — supporting standard rate with security credit.
TOP QUARTILE — HITRUST-certified healthcare SaaS: 2.1% breach probability
3
Output: Cybersecurity Posture Report

CYBER POSTURE ASSESSMENT — CYB-2026-1247

ASSESSMENT SUMMARY: ══════════════════════════════════════════════ Applicant: medicalrecordspro.com | Score: 78/100 Certifications: SOC2 Type II, HITRUST, HIPAA BAA Breach probability: 2.1% annual Decision: BIND — $5M limit, standard rate, 10% credit Enrichment: /security, /compliance, /careers, PageRank, Domain Age

2Breach Probability Modeling

AI agent builds breach probability models using domain intelligence as predictive features — correlating web presence characteristics with historical breach data to price cyber policies more accurately.

1
Correlate Web Signals with Breach Data
/security /compliance /careers Domain Ages OpenPageRank IAB Categories
BREACH PROBABILITY MODEL — 3,200 CYBER POLICIES ════════════════════════════════════════════════════════ PREDICTIVE WEB SIGNALS FOR BREACH PROBABILITY: 1. /security page absence Breach rate without: 14.2% | With: 3.8% Lift: 3.7x more likely to suffer breach 2. Security hiring activity (/careers) Active CISO/security hiring: 2.1% breach rate No security roles posted: 11.4% breach rate 3. Domain age (operational maturity) Age >10yr: 3.4% | Age <2yr: 16.7% MODEL PERFORMANCE: AUC-ROC: 0.84 (excellent discrimination) Enables risk-based pricing with 3.2x better accuracy
2
Validate Predictive Power
Domain Signal
Breach Prediction Model — /security page absence is the single strongest predictor: 14.2% breach rate without vs. 3.8% with (3.7x lift). The combination of /security absence + domain age under 2 years produces a 16.7% annual breach probability — these accounts should be declined or surcharged 40%. Model AUC-ROC of 0.84 is excellent.
STRONG MODEL — AUC-ROC 0.84 using web signals, 3.7x lift from /security page
Sector Signal
Cyber Pricing Intelligence — Web-derived breach probability models enable risk-based pricing with 3.2x better accuracy than application-only underwriting. The top decile of predicted risk captures 67% of all breaches. Implementing web-based pricing reduces cyber loss ratio by an estimated 18 points while maintaining competitive rates for good risks.
18-POINT IMPROVEMENT — Web-based pricing reduces cyber loss ratio significantly
3
Output: Breach Probability Report

BREACH PROBABILITY MODEL — Q1 2026

MODEL RESULTS: ══════════════════════════════════════════════ Policies modeled: 3,200 | AUC-ROC: 0.84 Top predictor: /security page (3.7x breach lift) Top decile captures: 67% of all breaches Pricing impact: 3.2x accuracy improvement Loss ratio improvement: 18 points

3Threat Landscape Monitoring

AI agent monitors the cybersecurity threat landscape by tracking security vendor reports, ransomware group activity, and vulnerability disclosures — informing underwriting guidelines and portfolio management.

1
Monitor Emerging Cyber Threats
/blog /press /products Change Detection
CYBER THREAT LANDSCAPE — FEBRUARY 2026 ════════════════════════════════════════════════════════ ACTIVE THREATS IMPACTING PORTFOLIO: crowdstrike.com /blog: New ransomware variant "NightShade" Targeting: Healthcare + financial services Portfolio impact: 340 insureds in affected verticals mandiant.com /press: Supply chain attack on popular SaaS Portfolio impact: 89 insureds use this platform THREAT TREND SUMMARY: Ransomware frequency: +23% QoQ Average ransom demand: $4.2M (up from $2.8M) Supply chain attacks: +47% YoY — systemic risk
2
Assess Portfolio Threat Exposure
Domain Signal
crowdstrike.com — /blog reports new "NightShade" ransomware targeting healthcare and financial services with zero-day Exchange exploits. Our portfolio has 340 insureds in these verticals. Cross-referencing with /security page data: 78 of these 340 lack /security pages — they are the highest-risk cohort for this specific threat.
ACTIVE THREAT — 78 insureds in targeted verticals lack /security pages
Sector Signal
Cyber Threat Trends — Ransomware frequency up 23% QoQ with average demands at $4.2M. Supply chain attacks up 47% YoY — the fastest-growing systemic risk. Our aggregate exposure to a single SaaS vendor attack: $890M. Threat monitoring via security vendor /blog and /press pages provides 7-14 day early warning vs. traditional intelligence.
SYSTEMIC RISK — Supply chain attacks +47% YoY, $890M single-vendor aggregate
3
Output: Threat Landscape Report

THREAT LANDSCAPE — FEBRUARY 2026

ACTIVE THREATS: ══════════════════════════════════════════════ NightShade ransomware: 340 insureds exposed SaaS supply chain: 89 insureds affected High-risk (no /security): 78 accounts need advisory Actions: Issue policyholder advisories, assess aggregate Early warning value: 7-14 days ahead of traditional intel

4Pre-Bind Security Scanning

AI agent performs automated pre-bind security assessments using domain intelligence — checking SSL configurations, technology indicators, and security posture signals before issuing cyber policies.

1
Run Pre-Bind Security Checks
/security /login /api /docs Domain Ages Web Filtering
PRE-BIND SECURITY SCAN — 14 SUBMISSIONS ════════════════════════════════════════════════════════ CLEARED — 10 submissions Security page present, modern tech indicators, no red flags BLOCKED — 2 submissions (do not bind) legacypayments.com /login: No MFA indicators, HTTP-only login /api: No API security documentation /security: Not present Processes payments without basic security hygiene CONDITIONAL — 2 submissions (bind with conditions) retailchainops.com /security: Present but outdated (references 2022 audit) CONDITION: Provide current PCI-DSS cert before binding
2
Evaluate Scan Results
Domain Signal
legacypayments.com — /login page lacks MFA indicators and uses HTTP-only (no HTTPS). /api has no security documentation. /security page is absent entirely. This is a payment processing company without basic security hygiene — binding cyber coverage would be underwriting a known high-probability breach at standard rates.
DO NOT BIND — Payment processor with no security hygiene detected
Sector Signal
Pre-Bind Scan Results — Of 14 submissions scanned, 10 cleared (71%), 2 blocked (14%), and 2 conditional (14%). The 14% block rate prevents an estimated $2.4M in first-year claims from insureds who would have breached within 12 months. Pre-bind scanning has reduced new business loss ratio by 22 points.
22-POINT IMPROVEMENT — Pre-bind scanning reduces new business loss ratio
3
Output: Pre-Bind Scanning Report

PRE-BIND SCANNING — Q1 2026

SCAN RESULTS: ══════════════════════════════════════════════ Scanned: 14 | Cleared: 10 | Blocked: 2 | Conditional: 2 Block rate: 14% | Estimated claims avoided: $2.4M New business LR improvement: 22 points False positive rate: Only 3% (verified by claims data)

5Ransomware Exposure Scoring

AI agent scores ransomware exposure for each insured based on their digital profile — industry targeting, security posture, and backup/recovery evidence from web presence analysis.

1
Score Portfolio Ransomware Exposure
/security /about /products IAB Categories OpenPageRank
RANSOMWARE EXPOSURE — CYBER PORTFOLIO (1,200 POLICIES) ════════════════════════════════════════════════════════ HIGH EXPOSURE (12% — 144 accounts) Profile: Healthcare/finance, no /security page, limited IT Avg ransomware probability: 8.4% annually Aggregate exposure: $720M in limits MODERATE EXPOSURE (38% — 456 accounts) Avg ransomware probability: 3.2% annually Aggregate: $1.8B in limits LOW EXPOSURE (50% — 600 accounts) Avg ransomware probability: 0.8% annually PORTFOLIO ACTION: Non-renew 12 highest-risk accounts Projected loss ratio improvement: 8 points
2
Prioritize Risk Mitigation
Domain Signal
High-Risk Cohort — 144 accounts (12% of portfolio) in healthcare/finance verticals without /security pages carry 8.4% annual ransomware probability and $720M aggregate limits. The 12 highest-risk accounts (ransomware probability >15%) represent $89M in limits and should be non-renewed — their expected loss exceeds premium by 3.2x.
NON-RENEW 12 — Highest-risk accounts have expected loss 3.2x premium
Sector Signal
Ransomware Portfolio Risk — Risk distribution: 50% low (0.8% probability), 38% moderate (3.2%), 12% high (8.4%). The high-risk cohort generates 67% of ransomware claims but only 12% of premium — severe adverse selection. Non-renewing the worst 12 and requiring security improvements for 47 moderate-risk accounts projects an 8-point loss ratio improvement.
SKEWED RISK — 12% of policies generate 67% of ransomware claims
3
Output: Ransomware Exposure Report

RANSOMWARE EXPOSURE — Q1 2026

EXPOSURE DISTRIBUTION: ══════════════════════════════════════════════ Low risk (50%): 0.8% annual probability | $2.4B limits Moderate (38%): 3.2% probability | $1.8B limits High (12%): 8.4% probability | $720M limits Action: Non-renew 12 worst accounts ($89M limits) Projected improvement: 8-point loss ratio reduction

6Vendor Risk Evaluation

AI agent evaluates technology vendors used by insureds — identifying systemic risks where multiple policyholders depend on the same vendor, creating aggregation exposure.

1
Map Vendor Dependencies
/partners /products /about IAB Categories Change Detection
VENDOR DEPENDENCY ANALYSIS — SYSTEMIC CYBER RISK ════════════════════════════════════════════════════════ CRITICAL CONCENTRATION RISK: microsoftazure.com — 487 insureds dependent (41%) If Azure outage: $2.4B aggregate BI exposure salesforce.com — 234 insureds dependent (20%) If breach: $890M aggregate exposure VENDOR HEALTH MONITORING: Vendors tracked: 847 (from /partners pages) Health alerts this month: Small SaaS vendor removed /security page Impact: 23 insureds use this vendor ACTION: Notify policyholders, assess risk
2
Assess Aggregation Risk
Domain Signal
microsoftazure.com — 487 of our 1,200 cyber insureds (41%) depend on Azure infrastructure (identified via /partners and /products page analysis). A major Azure outage could trigger simultaneous BI claims totaling $2.4B in aggregate exposure. This is the single largest systemic risk concentration in the portfolio.
CRITICAL CONCENTRATION — 41% of portfolio dependent on single cloud vendor
Sector Signal
Vendor Aggregation — Top 3 vendor dependencies: Azure (41%, $2.4B), Salesforce (20%, $890M), AWS (18%, $780M). Combined: 79% of portfolio has significant dependency on just 3 vendors. A correlated vendor event (like SolarWinds-style supply chain attack) could trigger $4B+ in aggregate claims. PML for vendor event: $340M at 1-in-100.
$4B AGGREGATE — 79% of portfolio dependent on top 3 technology vendors
3
Output: Vendor Risk Report

VENDOR RISK EVALUATION — Q1 2026

VENDOR DEPENDENCIES: ══════════════════════════════════════════════ Azure: 487 insureds (41%) | Aggregate: $2.4B Salesforce: 234 (20%) | Aggregate: $890M AWS: 216 (18%) | Aggregate: $780M Vendor event PML (1-in-100): $340M Action: Model vendor-specific CAT scenarios

7Silent Cyber Identification

AI agent identifies "silent cyber" exposure in traditional insurance policies — detecting which non-cyber policies cover businesses with significant digital operations that could generate cyber-related claims.

1
Scan Portfolio for Silent Cyber
/products /api /login IAB Categories Web Filtering
SILENT CYBER SCAN — PROPERTY & GL PORTFOLIO ════════════════════════════════════════════════════════ HIGH SILENT CYBER EXPOSURE (234 non-cyber policies): smartfactoryautomation.com — Property policy only /products: IoT-connected manufacturing, SCADA systems /api: Industrial control API — cyber could cause physical damage Silent cyber: $12M property exposure from cyber event connectedhealthdevices.com — Products liability only /products: Internet-connected medical devices Silent cyber: $8M PL exposure from device hacking PORTFOLIO SUMMARY: Non-cyber policies with digital exposure: 234 (4.2%) Estimated silent cyber aggregate: $1.2B
2
Quantify Silent Cyber Exposure
Domain Signal
smartfactoryautomation.com — /products describes IoT-connected manufacturing with SCADA systems. /api reveals industrial control endpoints. A cyber attack on these systems could cause physical property damage (equipment destruction, production loss) covered under the property policy — not the cyber policy. This is $12M in silent cyber exposure on a property-only policy.
SILENT CYBER — IoT manufacturing with $12M property exposure from cyber event
Sector Signal
Silent Cyber Portfolio — 234 non-cyber policies (4.2% of P&C book) have significant digital exposure detected via /api, /login, and /products page analysis. Total silent cyber aggregate: $1.2B. The most common pattern: manufacturing companies with IoT/SCADA systems on property-only policies. Solution: add cyber exclusions or affirmative cyber coverage.
$1.2B HIDDEN — Silent cyber aggregate across 234 traditional policies
3
Output: Silent Cyber Report

SILENT CYBER IDENTIFICATION — Q1 2026

SILENT CYBER SCAN: ══════════════════════════════════════════════ Non-cyber policies scanned: 5,571 | Exposure found: 234 (4.2%) Silent cyber aggregate: $1.2B IoT/SCADA manufacturing: 89 policies | Medical devices: 47 Connected retail: 56 | Smart buildings: 42 Action: Add cyber exclusions or affirmative coverage to 234 policies

8Cyber Claims Trend Analysis

AI agent analyzes cyber claims trends by correlating breach characteristics with insured web profiles — identifying which digital attributes predict different types of cyber losses.

1
Analyze Cyber Claims Patterns
/security /about IAB Categories Domain Ages OpenPageRank
CYBER CLAIMS ANALYSIS — 2025-2026 (487 CLAIMS) ════════════════════════════════════════════════════════ CLAIMS BY TYPE vs. WEB PROFILE: Ransomware (42% of claims): Victims without /security page: 78% Avg domain age of victims: 4.2 years BEC/Wire Fraud (23% of claims): Victims without /compliance: 82% Most affected: Small businesses (PR <3) Data Breach (21% of claims): Victims with /api but no /security: 71% API exposure without security = highest breach risk PRICING IMPLICATION: Insureds with /security + /compliance: 65% fewer claims Justify 15% premium credit for proven security
2
Interpret Claims Drivers
Domain Signal
Claims Correlation Analysis — 78% of ransomware victims lacked /security pages. 71% of data breach victims had /api pages without /security pages — the "exposed API" pattern is the highest-risk configuration. Insureds with both /security and /compliance pages experienced 65% fewer claims across all types. These web signals are more predictive than application questionnaire responses.
PREDICTIVE POWER — Web signals outperform application questionnaires for claims prediction
Sector Signal
Cyber Claims Evolution — Ransomware remains dominant (42%) but BEC/wire fraud is growing fastest (+34% YoY). The "/api without /security" pattern is the highest-risk configuration — 71% of data breaches follow this pattern. Pricing implication: 15% credit for /security + /compliance presence is justified by 65% claims reduction.
BEC GROWING — Wire fraud up 34% YoY, targeting small businesses without /compliance
3
Output: Cyber Claims Trend Report

CYBER CLAIMS TRENDS — Q1 2026

CLAIMS ANALYSIS: ══════════════════════════════════════════════ Total claims: 487 | Ransomware: 42% | BEC: 23% | Breach: 21% /security absence: 78% of ransomware victims /api without /security: 71% of data breaches Security credit justified: 15% for /security + /compliance Claims reduction: 65% for proven security programs

9Policy Pricing Intelligence

AI agent provides dynamic pricing intelligence for cyber policies by monitoring competitor offerings, market rate trends, and risk-adjusted pricing signals from across the cyber insurance market.

1
Monitor Cyber Market Pricing
/pricing /products /press Change Detection
CYBER PRICING INTELLIGENCE — FEBRUARY 2026 ════════════════════════════════════════════════════════ COMPETITOR RATE MOVEMENTS: coalitioninc.com /pricing: Increased SMB rates 12% corvus.com /products: Added mandatory MFA requirement at-bay.com /press: "Maintaining flat rates for best risks" MARKET RATE TRENDS: SMB (<$50M revenue): +5-8% average increase Mid-market ($50-500M): Flat to +3% Enterprise (>$500M): -2% to flat (competitive) OUR POSITIONING: SMB: Competitive Mid-market: Slightly above market Enterprise: Well-positioned with security credits
2
Assess Pricing Competitiveness
Domain Signal
coalitioninc.com — /pricing page shows 12% SMB rate increase effective February 2026. /products now mandates MFA for all policyholders. /blog explains rate increase due to "escalating ransomware costs." Coalition is the cyber market leader — their rate increase signals industry-wide hardening for SMB segment and validates our current pricing.
MARKET VALIDATES — Leader's 12% SMB increase confirms our rates are competitive
Sector Signal
Cyber Market Pricing — SMB segment hardening (+5-8%), mid-market stable, enterprise competitive. Our SMB rates are in line with market after Coalition's increase. Mid-market rates are slightly above — risk losing renewals to At-Bay's "flat for best risks" strategy. Security-based pricing differentiation is becoming the competitive standard.
MID-MARKET PRESSURE — Slightly above market, risk losing renewals
3
Output: Cyber Pricing Report

CYBER PRICING INTELLIGENCE — Q1 2026

MARKET POSITION: ══════════════════════════════════════════════ SMB: Competitive (market +5-8%, we're in range) Mid-market: Slightly above (reduce 2-3% for best risks) Enterprise: Well-positioned (security credits differentiate) Action: Reduce mid-market rates 2% for security-strong accounts Revenue protection: $4.2M in at-risk renewals retained

10Cyber Portfolio Management Dashboard

AI agent generates comprehensive cyber portfolio analytics — combining security posture scores, aggregation risks, claims trends, and market intelligence for strategic portfolio management.

1
Aggregate Cyber Portfolio Data
/security /compliance OpenPageRank IAB Categories Change Detection
CYBER PORTFOLIO INTELLIGENCE — 1,200 POLICIES ════════════════════════════════════════════════════════ PORTFOLIO HEALTH: Active policies: 1,200 | GWP: $89M | Loss ratio: 42% Security posture avg: 64/100 (up from 58) RISK DISTRIBUTION: Low risk (>70): 50% — LR 24% Medium (40-70): 38% — LR 52% High (<40): 12% — LR 89% DATA SOURCES ANALYZED: /security pages: 1,200 insureds scored /compliance pages: Certification tracking /partners pages: Vendor dependency mapping /api + /login pages: Silent cyber identification Change Detection: Threat landscape monitoring
2
Synthesize Portfolio Health
Domain Signal
Cyber Portfolio Health — 1,200 policies scored: 50% low risk (score >70), 38% moderate (40-70), 12% high (<40). Average security posture improved from 58 to 64 year-over-year as insureds respond to security requirements. Vendor aggregation: $2.4B Azure concentration remains the top systemic risk. Silent cyber: $1.2B exposure identified in P&C book.
IMPROVING — Average security posture up 6 points YoY to 64/100
Sector Signal
Cyber Division Value — Domain intelligence impact: breach probability models (18-pt LR improvement), pre-bind scanning (22-pt new business LR improvement), ransomware scoring (8-pt portfolio LR improvement), vendor aggregation monitoring ($340M PML quantified), and silent cyber identification ($1.2B exposure found). Total annual value: $34M.
$34M ANNUAL VALUE — Domain intelligence across all cyber workflows
3
Output: Cyber Portfolio Dashboard

CYBER PORTFOLIO INTELLIGENCE — Q1 2026

PORTFOLIO HEALTH: ══════════════════════════════════════════════ Active policies: 1,200 | GWP: $89M | Avg limit: $4.1M Loss ratio: 42% (industry avg: 58%) Security posture avg: 64/100 (up from 58) RISK DISTRIBUTION: Low risk (>70): 50% — LR 24% Medium (40-70): 38% — LR 52% High (<40): 12% — LR 89% ACTIONS: Non-renew 12 highest-risk | Increase minimum to 40/100 PROJECTED: 6-point loss ratio improvement by year-end
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