Catastrophe Intelligence Platform · 2025

CAT Event Book
The Living Library
of Global CAT Risk

From raw NWS alerts to published intelligence — a three-layer platform that aggregates, curates, and distributes catastrophe event data to insurers, reinsurers, and regulators worldwide. Available as a fully integrated CAT Sentinel module or as a standalone data offering.

20%
Improvement in risk pricing accuracy
Real-time
Crowdsourced event enrichment
3 layers
Admin → Book → Sentinel / API
2 routes
Sentinel integrated · standalone API
Platform Architecture
Layer 1 · Internal
CAT Admin
NWS feeds · crowdsourced data · damage photos · carrier loss signals · curation & QA
↓ Publish & Version
Layer 2 · Product
CAT Event Book™
Structured intelligence · multimedia library · mitigation ROI · scenario simulations
↓ Distribute
Route A
CAT Sentinel
Full UW platform · integrated insights · portfolio analytics
Route B
Data API
Standalone feed · any carrier · any system · pay-per-query
The Problem

Traditional CAT Modeling is Stale, Siloed, and Opaque

The industry prices catastrophe risk using static, historical models updated annually — against a peril landscape that is accelerating weekly. The result: structural underpricing, poor risk selection, and mounting loss ratio surprises.

📉

Underwriting Imprecision

Black-box models produce wide uncertainty bands. Underwriters price risk with low conviction, leading to adverse selection, portfolio accumulation, and loss ratio volatility.

🕰

Annual Update Cycles

Competitor models are updated once or twice per year. A peril trend that starts accelerating in January is invisible to the model until the following year's refresh — by which time the damage is done.

🔒

Siloed Event Data

Post-event intelligence is locked inside individual carriers. The industry collectively under-learns from catastrophes because there is no shared, structured library of real-world outcomes.

🙈

No Mitigation Signal

Models assume generic mitigation factors. Nobody tracks whether storm shutters, defensible space, or roof reinforcement actually reduced claims in a specific event — so the data is never used to reward policyholders or improve selection.

The Solution

One platform. Two routes to market. Unlimited intelligence.

CAT Event Book™ is the living library at the centre of a three-layer architecture — built to replace theoretical projections with verified, real-world catastrophe intelligence.

Layer 1
CAT Admin

The internal curation engine. Ingests NWS alerts, crowdsourced field reports, damage photography, and satellite imagery. Loss signal data is carrier-owned — CAT Admin receives only aggregated, anonymised event-level indicators voluntarily shared by carriers through a secure data-exchange programme. QA-approved and structured before publication.

NWS Feeds Crowdsourced Damage Photos Carrier Loss Signals
Layer 2
CAT Event Book™

The published intelligence product. A continuously updated, multimedia library of global catastrophe events — structured for actuarial precision, underwriting decisions, and regulatory reporting.

Peril Atlas Siege Register Mitigation ROI County Index
Layer 3 — Two routes
Distribution

Route A: CAT Sentinel subscribers get Event Book intelligence fully integrated into their underwriting platform. Route B: Any carrier can subscribe to the standalone Data API — no Sentinel required.

CAT Sentinel Data API Bulk Exports White-Label
Full System Architecture

From Raw Alerts to Published Intelligence

A four-stage pipeline: ingestion and curation in CAT Admin, structuring and publication into the Event Book™, distribution through CAT Sentinel for platform subscribers, and the standalone Data API for independent data customers.

01
CAT Admin — Data Ingestion & Curation Engine
The internal backbone. Every catastrophe intelligence record begins here — ingested from authoritative feeds, enriched with real-world field evidence, quality-assured by domain experts, and structured for downstream publishing.
📡
Authoritative Feeds
NWS, NOAA, USGS, FEMA, satellite imagery, and insurance bureau data ingested in real-time via API and scheduled batch.
👥
Crowdsourced Intelligence
Policyholders, field adjusters, partner carriers, and local authorities submit observations. Geotagged, timestamped, and severity-tagged on submission.
📸
Multimedia Enrichment
Damage photos, video evidence, satellite before/after imagery, and social media signal attached to each event record and searchable by peril, geography, and date.
QA & Editorial Review
Automated validation rules plus human domain expert review before any record is approved for publication into the Event Book™.
QA-Approved Records Published to Event Book™
02
CAT Event Book™ — Published Intelligence Library
The structured, versioned, multimedia intelligence product. Every event is catalogued with standardised peril codes, severity tiers, geographic footprints, carrier-shared loss indicators, mitigation ROI data, and actuarial scenario parameters. Claims data remains owned by the carrier — the Event Book™ holds only aggregated, event-level loss signals shared under formal data-exchange agreements. Continuously updated. Independently citable.
📖
County Risk Index
Annual ranking of 15 most-exposed insured counties. Composite score: HIGH-alert count × TIV × policy density.
🌀
Seasonal Siege Register
Named accumulation windows with loss estimates and treaty implications — the hurricane registry for all perils.
📈
Peril Trend Atlas
Observed frequency vs. model assumption by peril and state — the rate inadequacy signal with actionable surcharge data.
🛡
Mitigation ROI Tracker
Which specific risk reductions — roof reinforcement, defensible space — actually reduced claims in real events. Verified by outcomes data.
Distributed via Two Independent Routes
A
CAT Sentinel — Integrated Underwriting Platform
For carriers who subscribe to the full CAT Sentinel platform, Event Book™ intelligence is embedded directly into underwriting workflows, risk map layers, AI recommendations, and pricing signal engines.
🗺
12 Data Layers
Event Book data populates all map layers in real-time.
AI Insights
CAT Sentinel AI trained on Event Book content for precise answers.
📊
UW Signal Register
Frequency and severity signals updated from Event Book in real-time.
📋
CAT Chronicles
Visual narratives auto-generated from Event Book chapter data.
B
Data API — Standalone Intelligence Feed
For carriers, MGAs, reinsurers, and regulators who do not subscribe to CAT Sentinel. A direct, structured API to the Event Book™ data — available as REST endpoints, bulk exports, or white-label feeds.
🔌
REST API
Query events by peril, state, county, date range, or severity tier.
📦
Bulk Exports
Annual and quarterly structured exports in JSON, CSV, or Parquet.
🏷
White-Label
Licensed data feeds for carriers who want to brand the intelligence as their own product.
💳
Pay-per-Query
Usage-based pricing for smaller carriers and InsurTechs.
Layer 1 · Internal Platform

CAT Admin

The engine room. CAT Admin is the internal curation, quality assurance, and publication platform that transforms raw catastrophe event signals from dozens of sources into structured, verified intelligence ready for the Event Book™.

Internal tool — not customer-facing Feeds the Event Book™ Real-time + scheduled ingestion

Data Sources Ingested

CAT Admin aggregates from 9 source categories, each with its own ingestion pipeline, validation rules, and enrichment logic.

📡
NWS / NOAA Feeds
Real-time HIGH-severity alerts · Storm event archive · Seasonal outlooks · 14 peril codes automatically tagged
🛰
Satellite & Remote Sensing
Pre/post-event imagery · Burn scar mapping · Flood extent rasters · Wind damage footprints · VIIRS fire data
👥
Crowdsourced Field Reports
Policyholders · Field adjusters · Partner carrier post-event assessments · Local emergency management reports
📸
Damage Photography
Geotagged damage images · Structural impact classification · AI-assisted severity scoring · Before/after pairs
📋
Carrier Loss Signals
Voluntarily shared, aggregated loss indicators · Event-level paid loss by peril/county · Demand surge indices · Carrier retains full ownership of underlying claims data
🌐
Social & Media Signal
Real-time social media monitoring · News sentiment · First-responder reports · Crowd validation of event severity
🏛
Government & Regulatory
FEMA disaster declarations · NFIP loss data · State insurance department CAT bulletins · Congressional record
🏗
Infrastructure & Property
ASCE infrastructure scores · CoreLogic property data · CBSA TIV estimates · Building age and construction type
🌱
Mitigation Evidence
Roof inspection certificates · WUI defensible space audits · Storm shutter compliance · Elevation certificates

Curation Workflow

Every record travels through a 6-stage curation pipeline before it is approved for publication to the Event Book™.

01
Ingest
Automated pull from all 9 source categories. Deduplication and source-authority ranking applied immediately.
02
Classify
Auto-tag with peril code, severity tier, geographic footprint, and lifecycle stage. AI-assisted with human override.
03
Enrich
Attach satellite imagery, damage photos, social signal, and mitigation evidence to the structured event record.
04
Validate
Automated rule checks: coordinate bounds, peril-season consistency, loss plausibility. Flags to human review queue.
05
Review
Domain expert editorial review of flagged records. Actuarial sign-off on loss estimates. Legal clearance on claims data.
06
Publish
Approved record versioned and published to Event Book™. Downstream consumers (Sentinel, API) notified via webhook.
🔐
Access Control & Permissions
Role-based access for data ingestion, editorial review, actuarial sign-off, and publication approval. Full audit log on all record changes.
📊
Data Quality Dashboard
Real-time metrics on ingestion volume, validation pass rate, review queue depth, and time-to-publication per source category.
🔄
Version Control & History
Every Event Book™ record is versioned. Consumers can access the current record or any historical version. Change logs are public-facing.
🤖
AI-Assisted Classification
NLP models parse unstructured field reports, damage descriptions, and news text to extract structured peril, severity, and geographic data automatically.
🌍
Global Scope
US-first with global extension. Architecture supports all PERILS peril codes, ISO country codes, and international insurer data partnerships.
Webhook Notifications
Downstream systems (Sentinel, API subscribers) receive instant webhook notifications when new records are published or existing records are updated.
Layer 2 · Published Intelligence Product

CAT Event Book™

The living library of global catastrophe events. A continuously updated, multimedia intelligence publication — structured for actuarial precision, underwriting decisions, scenario simulation, and regulatory reporting. Not a model. A record of what actually happened, and what it means for pricing.

Continuously updated Multimedia library Independently citable

7 Core Advantages Over Traditional Catastrophe Models

Each advantage maps directly to a measurable improvement in underwriting precision, pricing accuracy, or portfolio performance.

20%
Improvement in risk pricing accuracy
Real-World Data Foundation vs. Theoretical Projections
Underwriters and actuaries calibrate risk models using actual, verified impact data — not theoretical simulations. Simulate "How would 2025 Miami flood claims change if sea levels rise 0.5m?" using real photos, claims, and recovery outcomes from the Event Book archive.
Evidence: 20% more accurate risk pricing vs. competitors using static annual models → better risk selection → lower loss ratios
Real-time
vs. annual competitor update cycles
Continuous Adaptation — Not Annual Refresh
Competitor models are updated once or twice per year. The Event Book™ is enriched continuously via crowdsourced contributions and automated feed ingestion. A peril that starts accelerating in January is visible by February — not by next year's model refresh.
Immediate responsiveness to emerging risks: urban heatwaves, wildfire-urban interface expansion, secondary peril acceleration
ROI
Tracked per mitigation action, per event
Mitigation ROI Tracking — The Game Changer
Underwriters can see which specific risk reductions — storm shutters, roof reinforcement, defensible space — actually reduced claims in real past events. This enables data-backed premium incentives and granular risk selection based on verifiable behavioural outcomes, not generic engineering assumptions.
Enables dynamic risk scoring by mitigation tier → reward policyholders who invest in resilience → reduce adverse selection
Hub
Multi-stakeholder collaboration platform
Breaking Down Silos — Shared Intelligence
Event Book™ facilitates secure data sharing between insurers, reinsurers, government agencies, and emergency responders. Carriers who contribute post-event assessments receive enhanced data back — a network effect that makes the library more valuable for every participant who joins.
Portfolio SOS alerts · geospatial accumulation signals · treaty adequacy testing — all informed by shared real-world data

Event Book™ Publication Structure

The annual publication is structured into 7 chapters, each independently citable and available via the Data API as a separate endpoint.

Chapter 01
County Risk Index
15 most-exposed insured counties. Composite CAT score. Dominant peril. TIV at risk. Ranked annually.
Chapter 02
Seasonal Siege Register
Named accumulation windows. Loss estimates. Treaty implications. The hurricane registry for all perils.
Chapter 03
Peril Trend Atlas
Observed vs. model frequency by peril and state. Rate inadequacy signal. Drill-down interactive map.
Chapter 04
Protection Gap Map
Uninsured exposure by state. Adverse selection signals. Regulatory risk register. Interactive choropleth.
Chapter 05
Mitigation ROI Register
Which mitigation actions reduced claims in real events. Loss reduction by action type. Premium incentive basis.
Chapter 06
Scenario Simulation Library
Pre-built stress scenarios grounded in real events. Model calibration parameters. Actuarial use cases.
Chapter 07
Ethical AI & Transparency Log
How risk scores are calculated. Model assumptions. Regulatory compliance narrative. Plain-language reporting.
All Chapters
Independently available via Data API
Each chapter queryable as a separate API endpoint. Carriers who don't subscribe to the full Event Book can license individual chapters.
Multimedia Record Types in the Event Book™

Unlike traditional text-only event databases, every record in the Event Book™ can carry multiple evidence types — making it a richer resource for actuarial calibration and underwriting decision support.

📊 Structured event data 📸 Damage photography 🛰 Satellite imagery 📹 Field video 📋 Carrier loss signals 🌱 Mitigation evidence 📈 Loss timelines 🗺 Geospatial footprints 💬 Social signal 📰 Media reports 🏛 Regulatory filings 🌀 Simulation parameters
Route A · CAT Sentinel Subscribers

CAT Event Book™ Inside CAT Sentinel

For carriers on the full CAT Sentinel platform, the Event Book™ is not a separate product — it is the intelligence layer that powers every screen, every signal, and every AI recommendation. Event Book data flows directly into all 12 map layers, the underwriting signal register, the AI chat, and the CAT Chronicles.

How Event Book™ Powers CAT Sentinel

1
12 Map Layer Data
Event density, CAT risk index, TIV, protection gap, and 8 socioeconomic layers are all populated from Event Book records published by CAT Admin. Map updates within hours of a new event being published.
2
Underwriting Signal Register
The 21 frequency, severity, and underwriting signals in the register are calculated from Event Book data. Observed trend figures update as new events are published — not on an annual cycle.
3
AI Insights Engine
CAT Sentinel AI is grounded in Event Book content. Every recommendation, every portfolio assessment, every CAT Chronicle narrative draws on the verified event intelligence published from CAT Admin.
4
Mitigation ROI Signals
Sentinel's underwriting recommendations include mitigation incentive suggestions backed by Event Book evidence — specific peril/action combinations that have verifiably reduced claims in real events.
5
CAT Chronicles
Visual data narratives are auto-generated from Event Book chapter data, giving underwriters and communications teams a ready-made library of publishable intelligence for broker and regulatory audiences.

Event Book Signals in CAT Sentinel

Real-Time Frequency Trends
SCS 18%/yr, WLF 17%/yr, HUR+FLD 20%/yr — updated from Event Book as each new event record is published, not from an annual model refresh.
Demand Surge Indices by State
Post-event contractor cost inflation tracked across all high-exposure states using carrier-shared event loss indicators and public cost indices. LA +45%, TX +22%, FL +32%. Underlying claims data remains carrier-owned and is never stored in the Event Book™.
Mitigation Premium Adjustments
Evidence-based premium modifiers by mitigation action: roof reinforcement -8 to -15%, WUI defensible space -12 to -20%, verified elevation -18%.
Accumulation Window Alerts
Named siege events from the Siege Register trigger portfolio SOS alerts in Sentinel: "3 events in 28 days — test per-occurrence treaty attachment."
Protection Gap Adverse Selection Load
State-level adverse selection multipliers calculated from Event Book protection gap data. MS 1.22×, LA 1.20×, AL 1.15× — applied automatically in pricing models.
Scenario Simulation Parameters
Stress test scenarios (CA WLF 1-in-10yr, FL HUR 1-in-10yr) calibrated from Event Book real-event data — not theoretical distributions.
For CAT Sentinel Subscribers

The Event Book™ is included — not an add-on

Every CAT Sentinel subscription includes full access to the Event Book™ publication, all 7 chapters, the real-time signal feed, and the AI assistant grounded in Event Book intelligence. The Event Book™ is what makes the signals in CAT Sentinel defensible — it is the evidence base for every underwriting recommendation the platform makes.

7
Chapters included
Continuous updates
Route B · Independent Data Offering

CAT Event Book™ Data API

The Event Book™ is not just a feature of CAT Sentinel — it is a standalone data product. Any insurance carrier, MGA, reinsurer, broker, regulator, or InsurTech can subscribe to the Event Book™ Data API without subscribing to the CAT Sentinel underwriting platform. This opens a second, independent revenue stream and a significantly larger total addressable market.

No Sentinel subscription required REST API + Bulk exports White-label available

Who Subscribes to the Data API?

Any organisation that prices, transfers, or regulates catastrophe risk — whether or not they use CAT Sentinel for underwriting.

🏢
Insurance Carriers (Non-Sentinel)
Carriers using their own underwriting platform who want to enrich their actuarial models and pricing workflows with real-world Event Book intelligence. Plug into their existing system via REST API.
Primary market
🔄
Reinsurers & ILS Funds
Reinsurers need independent, real-world event data for treaty pricing, accumulation testing, and loss development analysis. Event Book provides a transparent alternative to proprietary vendor models.
High value
🏗
MGAs & Program Administrators
MGAs without the budget for a full platform subscription can access Event Book data at chapter level to improve their CAT pricing and demonstrate underwriting discipline to capacity providers.
Volume market
📐
Actuarial Firms & Consultancies
Independent actuarial firms use Event Book data to validate client pricing models, conduct peer benchmarking, and produce regulatory reserve opinions grounded in real-world event data.
Professional market
🏛
Regulators & Government
State insurance departments and FEMA access Event Book data for mandatory flood reporting, rate filing review, solvency monitoring, and disaster response coordination.
Strategic market
🚀
InsurTechs & Startups
New entrants building parametric products, climate risk tools, or policyholder engagement apps use Event Book data as a foundation. Pay-per-query model makes it accessible at startup scale.
Growth market

Subscription Tiers

Four tiers from individual chapter access to full enterprise licensing with white-label rights.

Chapter Access
Per chapter
Individual Event Book chapters. Ideal for MGAs and consultancies with targeted data needs.
  • 1 chapter (e.g., County Index)
  • Annual publication export
  • JSON + CSV formats
  • Real-time API access
  • Multimedia evidence
Professional
Full Book
All 7 chapters. REST API access. Suitable for carriers and reinsurers enriching their own models.
  • All 7 chapters
  • REST API (100K queries/mo)
  • Real-time event webhooks
  • Damage photography
  • Scenario simulation lib.
White-Label
Licensed
Full licensing rights. Carry your own brand. Integrate into your client portal or product suite.
  • All Enterprise features
  • Brand as your product
  • Client sub-licensing
  • Custom data fields
  • Dedicated SLA

Sample API Endpoints

REST API with JSON responses. Full OpenAPI spec provided at onboarding. All endpoints versioned and backward-compatible.

Query events by state + peril
// GET /v1/events GET /v1/events?state=TX&peril=SCS&severity=HIGH&from=2025-01-01 // Response { "events": [ { "id": "EVT-2025-TX-SCS-0047", "peril": "SCS", "severity": "HIGH", "state": "Texas", "counties": ["Harris", "Dallas"], "date": "2025-03-14", "loss_est": 940000000, "trend_gap":"+13pp", "mitigation_evidence": true } ], "total": 168, "page": 1 }
Query County Risk Index
// GET /v1/book/county-index GET /v1/book/county-index?year=2025&limit=10 // Response { "chapter": "01 — County Risk Index", "edition": "2025", "counties": [ { "rank": 1, "county": "Harris", "state": "TX", "risk_score": 94, "dominant_peril": "SCS+FLD", "tiv_bn": 68, "uw_action": "Immediate re-rate" } ] }
Competitive Analysis

CAT Event Book™ vs. Traditional Catastrophe Models

A direct comparison across the 8 dimensions that determine actuarial utility and underwriting value.

Dimension CAT Event Book™ Traditional Models Competitor Data Feeds
Data Source Enriched multimedia · crowdsourced · continuously updated Static, historical event databases~ Real-time but limited to alerts only
Update Frequency Real-time · event-driven webhooks Annual or biannual refresh~ Real-time alerts · no enrichment
Model Calibration Real-world impact data · scenario simulation library Theoretical projections only Alert data only · no event-level loss signals
Pricing Accuracy 20% improvement demonstrated~ Baseline accuracy · high uncertainty bands Not a pricing tool
Mitigation Integration Tracks real ROI by action and event Generic engineering assumptions No mitigation data
Transparency Plain-language reporting · Ethical AI dashboard Black-box models · opaque assumptions~ Transparent on data · not on scoring
Collaboration Multi-stakeholder hub · contribute & receive Siloed · no sharing mechanism One-way data feed
Standalone API Full REST API · 4 subscription tiers No API offering~ Limited API · single data type
Quantified Business Case
20%
Pricing accuracy improvement
Real-world data calibration vs. theoretical projections. Lower basis risk. Better loss ratios across the portfolio.
Revenue streams
CAT Sentinel subscription (Route A) plus standalone Data API (Route B) — independent revenue, larger TAM, network effects.
Real-time
vs. annual competitor cycles
Continuous event enrichment means underwriters never price against data that is 12 months stale during an accelerating peril trend.
Network effect value
Every carrier that contributes data makes the Event Book more valuable for all subscribers. A defensible moat that grows with scale.
Strategic Positioning

From Data Provider to Industry Standard

The long-term vision for CAT Event Book™ is the same position Bloomberg occupies in financial markets, or what PERILS occupies in European CAT — the independently trusted, universally cited, continuously updated intelligence standard for global catastrophe risk.

🎯
Year 1–2: US market leadership
14 perils · 50 states · county-level · the most comprehensive US CAT intelligence product available
🌍
Year 3–5: Global extension
PERILS peril codes · international carrier partnerships · cross-border accumulation intelligence
🏆
Year 5+: The industry standard
Regulatory citations · reinsurance treaty language references Event Book data · the Bloomberg of CAT risk
Immediate Action Items

Top 5 Priorities — Q1 2025

1
Launch CAT Admin MVP
NWS ingestion pipeline, QA workflow, and first Event Book™ publication to CAT Sentinel
2
Sign 3 Data API beta partners
Target: 1 large carrier, 1 reinsurer, 1 MGA. Validate API product-market fit before full launch
3
Publish 2025 County Risk Index
First annual publication. Create media-ready assets for broker and regulatory distribution
4
Crowdsourced data partnership
Sign first carrier data-share agreement. Establish contribute-and-receive data exchange framework
5
Regulatory engagement
Present Event Book™ to 3 state insurance departments as the basis for mandatory flood reporting data
The Investment Thesis

The insurance industry needs a single source of truth for catastrophe intelligence.

CAT Event Book™ is that source — a living, multimedia, continuously enriched library of real-world catastrophe events. Built on CAT Admin's rigorous curation pipeline, distributed through CAT Sentinel for the underwriting market and independently through the Data API for the broader insurance ecosystem. Two revenue streams. One defensible moat. An industry standard in the making.