The Challenge
Cyber underwriting is uniquely demanding. Attack vectors evolve weekly. Company risk profiles shift constantly. Submission volumes are growing faster than underwriting capacity. Legacy tools cannot keep pace, and they cannot provide the proprietary data on actual technology stacks, breach history, and financial damages that makes the difference between a profitable book and a deteriorating one.
How Cyberwrite helps.
Accelerate Underwriting
Reduce time-to-decision from hours to minutes. Complete risk assessment from our proprietary data in under 60 seconds with AI-generated recommendations from Cyberwrite AI.
Improve Pricing Accuracy
4SEEN® predicts claim probability and loss severity at the individual-company level, trained on our own breach database and claims-outcome data, not broad industry tables.
Reduce Loss Ratios
Identify and price risk more accurately using our proprietary financial damages models. Flag deteriorating risks early using our continuous scanning data.
Scale Without Headcount
Cyberwrite AI handles analytical synthesis. Junior underwriters gain senior-level decision support backed by proprietary intelligence. Senior underwriters handle higher volumes.
Manage Accumulation
Real-time visibility into technology dependency concentrations from our scanning infrastructure. Know your exact exposure to every major cloud provider and vendor.
Enable Growth
Instant assessment on any company, including the SMB segment our infrastructure covers at 99.97%, enables faster quotes and profitable expansion.
Every underwriter, backed by AI trained on proprietary data.
Cyberwrite AI integrates directly into the underwriting workflow, either through Cyberwrite's portal or via API into existing workbenches. Every recommendation it delivers is grounded in our proprietary breach database and claims-outcome models.
Structured recommendation (Accept / Refer / Decline) with confidence score from proprietary models
Suggested premium range based on our claims-outcome data and peer analysis
Specific conditions and sublimits to attach
Risk improvement requirements for conditional acceptance
Natural-language risk narrative for documentation and compliance
Client impact.
"The platform's strength in identifying emerging exposures and translating them into actionable underwriting intelligence has made a measurable difference in our cyber portfolio performance."
Tim Zeilman
HSB / MunichRe
"Cyberwrite's real-time data quality and depth of analysis have transformed how we assess cyber risk. The granularity of company-level intelligence is unmatched in the market."
Dong-Joo Lee
Samsung Fire & Marine Insurance
One Integrated System. Built for Cyber Insurance.
Breach intelligence, risk models, financial damages data, and real-time technographics all flow into 4SEEN® ML and Cyberwrite AI, delivering actionable outputs for carriers, brokers, reinsurers, and leadership.

Cyberwrite's platform has transformed how we evaluate cyber risk across diverse markets and industries for small and mid-size businesses. Our underwriters can now quantify factors that were previously difficult to measure in real-time for any business in local language, enabling brokers to easily explain cyber risks, and giving clients a clearer picture of their specific cyber risks so they know how much cyber coverage to buy, and how to reduce the risk of a breach.
Frederik Wulff
CEO, Markel Europe
Data you can't get anywhere else.
Cyberwrite provides your underwriters with proprietary data that simply does not exist in any other platform: full external technology stack detections, credential exposure counts, financial damages estimates from actual claims data, and CYBERPROFILE® risk scores trained on our own breach database. This is the data your underwriting decisions have been missing.
89+ technologies detected per enterprise company
Credential exposure counts from our dark web intelligence
Financial damages estimated from actual claims outcomes
CYBERPROFILE® scores from our 15+ year breach database
99.97% global business coverage including SMB
Reports delivered in under 60 seconds