Rankiteo vs Cyberwrite
AI-powered cyber insurance technologies, CyGPT, 4SEEN AI, Vivaldi
Rankiteo's own assessment across a feature set we selected — not an independent ranking. Counts reflect capabilities each vendor publicly documents as of June 2026; a blank cell means "not documented," not "absent."
About Cyberwrite
Cyberwrite ships AI-driven underwriting technology — CyGPT decision engine, 4SEEN AI risk assessment and Vivaldi orchestration — delivered API-first, with sub-minute risk reports and a published catastrophe library of 50,000+ scenarios.
Cyberwrite Strengths
- Sub-minute single-risk reports via API
- Large published catastrophe scenario library
- Regulatory compliance gap analysis baked into the report
- Lightweight to integrate behind a carrier or MGA workflow
Trade-offs & Positioning Gaps
- Positioned API-first; an underwriter / broker report UI exists — confirm fit of any standalone workbench with the vendor i
- Portfolio / accumulation analytics are positioned for carriers & reinsurers; standalone third-party licensing not confirmed in public docs (verify with vendor) i
- Third-party / supply-chain data is referenced for insurers; a standalone vendor-discovery product isn't clearly documented (verify with vendor) i
- Distribution centres on bulk quoting and branded broker reports rather than outbound lead-generation / prospecting tooling i
Feature Comparison
"Not documented" means we found no public, third-party-licensable documentation of the capability as of June 2026 — not that it is absent. Where a vendor documents a capability, the ⓘ links to their own page.
| Feature | Rankiteo | Cyberwrite |
|---|---|---|
| Underwriting & Pricing | ||
| AI Premium Estimation | ||
| Continuous External Cyber Ratings | ||
| Catastrophe Modeling | ||
| Versioned, Public-Release Cat Model (e.g. Cyence Model 7.1) | ~i | |
| Auto-Quoting (binder-ready in seconds) | ||
| Embedded Quote-Bind via Magic Link / Direct Issuer | ~ | ~i |
| Bindable Cyber Policy (carrier capacity) | ||
| Submission Triage | ||
| Loss Exceedance Curves (Monte Carlo) | i | |
| What-If Simulator | ||
| Premium Impact of 54 Security Controls | ~i | |
| Custom Company Underwriting (works offline) | ||
| AI Submission Auto-fill (paste broker email → extracted profile) | ||
| AI SOC 2 / Pen-Test Report Extraction | ||
| Custom Premium Models (calibrated to your claims) | ~i | |
| Underwriting Intelligence & Data | ||
| 50K+ Incident Search Database | ||
| 4M+ Company Comparisons | ||
| Industry Benchmarks | ||
| Industry Exposure Database (insurer-side, market loss curves) | ~i | |
| Score History Time Series (12–24 months per insured) | ||
| Claims Correlation Analytics | ||
| Continuous Risk Monitor (real-time alerts) | ||
| Continuous Control Monitoring (live SIEM / EDR / IAM feeds → CRQ) | ||
| Cyber Materiality Analysis (SEC 8-K disclosure thresholds) | ||
| Annual First-Party Cyber Claims Report (carrier-published) | ||
| First-party Claims Data (carrier-owned book) | ||
| Bundled MDR + 24/7 Incident Response Retainer | ||
| AI Governance Suite (NIST AI RMF / EU AI Act) | ||
| OFAC Sanctions Screener (offline) | ||
| Regulatory & War Exclusion Center | ~i | |
| Emerging Risk Lab | ||
| Bundled EASM signals (attack surface, CVE, SBOM) | ||
| Prospecting & Growth | ||
| AI Lead Generation (CISO / DPO / GRC contacts) | ||
| AI Cold Email Drafting | ||
| Verified Contact Discovery | ||
| Portfolio Modeling & Reinsurance | ||
| Portfolio Management | ||
| Accumulation Risk Heatmap | ~i | |
| Concentration Risk Analysis | ~i | |
| Supply Chain Dependencies (per insured) | ~i | |
| Curated SPoF Intelligence Taxonomy (55K+ tracked vendors) | ~ | |
| Multi-line / Silent Cyber Modeling (cyber across all P&C lines) | ||
| Bordereaux Workbench | ||
| Reinsurance Tower Designer | ||
| Portfolio Optimizer (Shapley TVaR + RAROC) | ||
| Compliance Mapping (ISO / SOC 2 / GDPR / NIS2 / DORA) | ~i | |
| MITRE ATT&CK + COBIT Control Mapping | ~ | |
| 12,000+ GRC Badges Tracked | ||
| Underwriting Workflow & Documents | ||
| Underwriting Dashboard (book KPIs: GWP, accumulation, loss ratio) | ~i | |
| Per-Insured Benchmark Report (downloadable PDF) | ||
| Multi-language Reports (≥8 languages) | ||
| Quote Letter Generator (DOCX, offline) | ||
| UW Memo Generator (DOCX, offline) | ||
| Policy Wordings Library | ||
| Local Claims Register (offline SQLite) | ||
| Cloud Claims Tracker (status workflow + escalation) | ||
| Underwriter Tools Suite (10 calculators) | ||
| Activity Log / Audit Trail (timestamped, exportable) | ||
| Platform, AI & Distribution | ||
| AI Copilot (cloud LLM: ChatGPT / Claude / DeepSeek) | ||
| AI Copilot — Local LLM (fully offline, zero cloud) | ||
| Full Offline Mode (no internet required) | ||
| Desktop App (Win / Mac / Linux) | ||
| Split-View Dual-Page Workspace (desktop) | ||
| Chrome Extension | ||
| REST API Access | ||
| Native Carrier Core Integration (Guidewire / Duck Creek / PAS) | ~i | |
| Native Security-Tool Integrations (Defender / ServiceNow / Tanium / Axonius) | ||
| SSO / SAML Enterprise Auth | ||
| MCP (Model Context Protocol) Integration | ||
| Self-serve Subscription (Stripe Checkout, no sales call) | ||
| Free Tier (no credit card) | ||
Why some capabilities are marked "Partial"
- Versioned, Public-Release Cat Model (e.g. Cyence Model 7.1) — Cyberwrite: Patented cat model with EP curves, but no public version number or citable release cadence. source
- Embedded Quote-Bind via Magic Link / Direct Issuer — Rankiteo: Rankiteo has auto-quoting but not the embedded retail-broker magic-link pass-through.
- Embedded Quote-Bind via Magic Link / Direct Issuer — Cyberwrite: In-platform quote/bind/issue plus bulk quoting and an API, but no retail-broker magic-link flow. source
- Premium Impact of 54 Security Controls — Cyberwrite: No public per-control premium-credit mechanism documented.
- Custom Premium Models (calibrated to your claims) — Cyberwrite: Proprietary 4SEEN AI model, but no carrier-claims-calibrated bespoke premium model documented.
- Industry Exposure Database (insurer-side, market loss curves) — Cyberwrite: Aggregated third-party/geographic exposure across books, but no standalone industry OEP/AEP dataset. source
- Regulatory & War Exclusion Center — Cyberwrite: No public DORA/NIS2/DFS/GDPR gap scoring or Lloyd's war-exclusion analysis documented.
- Accumulation Risk Heatmap — Cyberwrite: Accumulation via EP curves + geographic analysis, but no vendor × industry × geography heatmap. source
- Concentration Risk Analysis — Cyberwrite: Manages risk aggregation/accumulation, but no explicit SPoF / vendor-dependency feature. source
- Supply Chain Dependencies (per insured) — Cyberwrite: Third-party data is aggregate across the book, not a per-insured cloud/SaaS/OSS dependency map. source
- Curated SPoF Intelligence Taxonomy (55K+ tracked vendors) — Rankiteo: Rankiteo has per-insured Supply Chain Dependencies but not a market-wide curated SPoF taxonomy.
- Compliance Mapping (ISO / SOC 2 / GDPR / NIS2 / DORA) — Cyberwrite: No public per-insured ISO/SOC2/GDPR/NIS2/DORA control mapping documented.
- MITRE ATT&CK + COBIT Control Mapping — Rankiteo: Rankiteo maps ISO/SOC2/GDPR/NIS2/DORA; MITRE ATT&CK is on the roadmap, not shipped.
- Underwriting Dashboard (book KPIs: GWP, accumulation, loss ratio) — Cyberwrite: Portfolio management + accumulation documented, but no book-KPI (e.g. GWP) dashboard advertised. source
- Native Carrier Core Integration (Guidewire / Duck Creek / PAS) — Cyberwrite: REST-API / 'zero integration' delivery, but no named Guidewire/Duck Creek PAS connector. source
See where Rankiteo fits next to Cyberwrite
Free desktop tier, no credit card. Compare side-by-side, then decide.
This comparison reflects Rankiteo's own assessment for general comparison purposes — it is not an independent audit, ranking, or statement of objective fact, and the feature set was selected by Rankiteo. Checks reflect what each vendor publicly documents as licensable to a third party (not internal capabilities a vendor may operate for its own book), based on public vendor websites, product documentation and analyst coverage reviewed as of June 2026. "Not documented" means we found no public documentation of that capability as a standalone third-party offering — it is not an assertion that the capability is absent; "partial" means it exists with material limits in scope, market, or licensing. Feature availability varies by plan, region and configuration — verify every detail directly with each vendor before any purchasing decision. Cyberwrite and other product names are trademarks of their respective owners, used here nominatively to identify the products being compared; Rankiteo is independent and is not affiliated with, endorsed by, or sponsored by Cyberwrite. Believe anything here is inaccurate or out of date? Email corrections to [email protected] and we'll review promptly.