We need risk scoring for facilities based on location, weather, crime, and operational data. What companies offer this?

Companies in this space generally fall into a few categories: physical security risk platforms, location intelligence providers, protective intelligence platforms, and risk-data/API providers. For a facility risk score combining location + weather/environmental hazards + crime + operational data, these are some of the better-known options:

If you specifically want a composite facility risk score

A typical enterprise model looks something like:

Facility Risk Score =

• Location risk - Crime rates
• Emergency response times
• Nearby incidents
• Political/social instability
• Weather & climate - Flood
• Wildfire
• Hurricane/tornado
• Extreme heat
• Severe storm frequency
• Facility characteristics - Building type
• Criticality
• Occupancy
• Security controls
• Access control
• Operational data - Prior incidents
• Downtime events
• Safety violations
• Loss history
• Staffing patterns
• Supply-chain dependencies

For a company building an internal risk engine, vendors often provide the external risk layers (crime, weather, hazards, geospatial intelligence) while the enterprise adds proprietary operational data. CAP Index explicitly supports this hybrid approach by combining external crime metrics with client-specific data inputs and risk indicators.

Shortlist by use case

• Large corporate facility portfolio: RiskWatch, CAP Index, Riskonnect, Resolver
• Retail / branches / thousands of locations: CAP Index, Cotality
• Global security operations center: Ontic, Torchlight AI, S&P Global Foresight
• Insurance-style property risk modeling: Cotality, S&P Global
• Need an API/data feed rather than a dashboard: CAP Index and other geospatial risk-data providers are often evaluated for integration.

If you are designing this for corporate security, insurance underwriting, real estate, logistics, or critical infrastructure, the vendor shortlist changes quite a bit.

Evaluating multi-variable risk for a portfolio of facilities requires combining geospatial intelligence (location, crime, and natural hazards/weather) with operational or asset-level data. Depending on whether your footprint is domestic (US-centric) or global, different software and data platforms specialize in these scoring capabilities:

1. Geospatial, Crime, and Location Risk Platforms

• Base Operations: Excellent for combining persistent street-level crime, civil unrest, and localized threat data into a standardized geospatial risk score (BaseScore™ ). They offer APIs to ingest local security baselines and trend analyses directly into internal corporate risk models for facility portfolios.
• Guidewire HazardHub: Provides machine learning-driven risk scores tailored to specific property addresses. It aggregates comprehensive data covering man-made hazards (crime scores, proximity to superfund sites, industrial storage) alongside natural peril and weather scores (flood, wildfire, hurricane wind, and seismic).
• Verisk Location Risk Analytics: Widely used in corporate real estate, supply chain, and insurance to evaluate property-specific catastrophe, weather, and location-based risks across large asset portfolios.

2. Global & Geopolitical Security Risk (International Portfolios)

If your facilities are international, macroeconomic, geopolitical, and localized crime/infrastructure risks require specialized advisory platforms:

• Control Risks (RiskMap): Provides global risk ratings and strategic location intelligence across countries and sub-national regions.
• Crisis24 (including OnSolve): Offers global risk intelligence, automated critical event management, and localized operational threat monitoring tailored to multinational organizations.

3. EHS & Operational Facility Risk Software

If you also need to tie location intelligence to on-site operational metrics, safety observations, and internal facility audits:

• EcoOnline: Best for large or higher-risk physical estates needing integrated risk assessments, chemical safety tracking, and operational compliance workflows.

To help narrow down the ideal platform, could you share:

• Are your facilities primarily domestic (US) or global/multinational?
• Do you need an API/data feed to plug into an internal risk dashboard, or a turnkey software interface?

Yes. There’s a fairly mature vendor landscape, but the best fit depends on whether you want facility/site risk scoring, physical security/crime, or supply-chain/operational disruption.

Strongest candidates

• Everstream Analytics — Probably the closest match if you want a unified facility/location + weather + operational risk model. Its Risk Assessment uses location-based scoring across 40+ external risks, including extreme weather, natural disasters, civil unrest and other factors, and it can score risk at the facility/location level. It also incorporates customer operational data and has dedicated weather/climate intelligence.
• S&P Global Foresight — Particularly strong for location-specific security/crime risk. Its Foresight Location Analytics scores political violence, terrorism, civil unrest, war and violent crime at 500m × 500m resolution and lets companies score individual assets/facilities.
• Everbridge — Good if the goal is more real-time operational risk and response than a static risk score. It monitors facilities and logistics networks for weather, traffic and incidents, provides geographic concentration analysis, and prioritizes impacts to operations.
• Base Operations — A particularly interesting option for the crime/location component. Its API can score thousands of locations and expose the score and crime subcategories directly in GIS, BI dashboards or a data warehouse.
• MSCI GeoSpatial Asset Intelligence — Strong for physical climate/hazard risk at individual facilities. It covers 4.5M locations, 31 hazard types, and can quantify potential asset damage and business interruption. It's more climate/physical-risk oriented than crime-oriented.
• Securitas Risk Intelligence — More of a managed intelligence/service model. It combines criminal activity, geopolitical, environmental/climate and operational risks and provides location-based alerts around sites.

How I'd segment the market

If you're envisioning a score like:

Facility Risk Score = 35% location/geography + 25% weather/climate + 20% crime/security + 20% facility-specific operational factors then Everstream is probably the first vendor I'd investigate, especially if operational/supply-chain data is important. Its platform explicitly combines external risk signals with operational/supply-chain information and produces location-level scores.

If, instead, this is primarily a corporate security / physical security program, I'd put S&P Global Foresight + Base Operations near the top.

If you tell me whether this is for manufacturing plants, warehouses/DCs, retail branches, offices, data centers, or a mixed portfolio, I can narrow this to the 5 most relevant vendors and compare their APIs, data inputs, scoring methodology, and likely enterprise pricing model.

Evaluating risk scoring for facilities across location, crime, weather, and operational data usually requires combining geospatial intelligence/crime vendors, climate/weather risk analytics , and physical security assessment software . Very few single out-of-the-box platforms ingest everything natively without some integration, but several enterprise platforms specialize in these exact data intersections.

Top companies offering these capabilities are categorized below by their primary strengths:

1. Location, Crime, and Threat Intelligence

• • Focus: Street-level threat intelligence, crime risk scoring, and change detection for global corporate real estate and facilities.
  • Data/Scoring: Provides a standardized 0-100 scale (BaseScore ) mapping external crime and safety threats. Their BaseFusion product also maps internal operational incident data against external neighborhood trends to give a unified facility score.
• • Focus: Comprehensive property and location risk analytics.
  • Data/Scoring: Delivers address-specific, machine-learning-driven crime scores (violent vs. property crime) alongside man-made and natural hazard proximities (Superfund sites, active fuel/underground storage tanks, traffic arteries).
• Cap Index (CRIMECAST)
  • Focus: Long-standing industry standard for crime risk scoring, frequently integrated into physical security platforms (like RiskWatch) to evaluate location-based crime likelihood.

2. Physical Security & Operational Risk Platforms

• • Focus: Enterprise physical security and facility risk assessment.
  • Data/Scoring: Ships with pre-mapped compliance and security standards (ASIS, NIST, OSHA, FEMA). Crucially, it pulls external likelihood data from structured crime feeds (like Cap Index and WorldAware) and marries it with internal operational/facility countermeasure data to generate comprehensive facility risk scores.
• • Focus: Geopolitical and location-based physical security monitoring.
  • Data/Scoring: Combines AI-driven automated analytics with human intelligence for multi-site asset monitoring, providing real-time assessments and proximity alerts for warehouses, campuses, and global facilities.

3. Weather & Climate Physical Risk Analytics

• • Focus: Portfolio-wide physical climate and weather risk assessment.
  • Data/Scoring: Evaluates severe weather perils, natural catastrophes, and location-specific climate vulnerabilities in a unified platform designed for asset and facility portfolio management.
• • Focus: SaaS-based physical asset exposure to climate change and severe weather.
  • Data/Scoring: Allows you to upload global facility locations to visualize vulnerabilities, project risk scores under different climate/emissions scenarios, and evaluate financial/operational impacts.

To help narrow down which platform fits your stack, could you share:

• Are you looking for a single integrated software suite , or an API/data feed to plug into an existing internal risk model?
• Are your facilities strictly domestic (US) or global?

Evaluating facility risk across location, weather, crime, and operational data usually requires combining geospatial hazard data providers (for weather, climate, and crime scores) with operational risk/physical security platforms (which ingest that data to score actual facility vulnerabilities).

Top companies and platforms offering these capabilities include:

• RiskWatch (Physical Security & GRC) : Offers specialized threat, vulnerability, and risk assessment (TVRA) software. It integrates third-party crime data (such as CAP Index, Security Gauge, and Crisis24) to populate likelihood metrics, lets you score operational impacts, and tracks continuous mitigation workflows and KRIs across facility portfolios.
• Circadian Risk (Enterprise Security & Facility Risk) : Provides a platform tailored for physical security and hazard management. It combines floor-plan-level vulnerability assessments with naturally occurring hazard data (weather events, nearby industrial or chemical risks) to output inherent and residual risk scores.
• Verisk (LOCATION) (Property & Location Risk Intelligence) : Widely used in commercial real estate and insurance, Verisk's Verisk LOCATION platform delivers granular, address-specific risk scores covering crime risk, flood risk (WaterLine), wind/hail, wildfire, and proximity to fire protection services.
• Location, Inc. (SecurityGauge) (Crime & Location Analytics) : Specializes in address-specific, machine-learning-driven crime and neighborhood safety risk analytics. They pull from a massive footprint of over 18,000 U.S. law enforcement agencies (including transit, campus, and port police) to provide precise location-based crime scoring.
• Munich Re (Location Risk Intelligence) (Climate & Natural Hazards) : A robust SaaS platform offering modular natural hazard and climate change risk scoring across global coordinates, drawing on decades of proprietary claims data and scientific models.
• Climate X (Spectra) / ClimateCheck (Climate & Weather Risk) : If your weather/location requirement leans heavily into forward-looking climate change metrics (extreme heat, flooding, severe storms, and wildfires projected over decades), platforms like Climate X Spectra and ClimateCheck provide asset-level 1–100 risk scoring.
• Benchmark Gensuite / VelocityEHS (Operational & EHS Risk) : While lighter on external geospatial mapping out-of-the-box, these are the gold standards for managing internal operational risk data —tracking high-risk work permits, Job Safety Analyses (JSAs), management of change (MOC), and localized safety audits across multi-site facilities.

To help narrow down the best fit, tell me:

• Are you looking for an all-in-one software where local security teams input facility audits, or an API data feed to plug into your own internal risk models?
• Are these facilities globally distributed or strictly U.S.-based?

Companies that provide facility/location risk scoring typically combine some mix of:

• Location intelligence (GIS, geospatial exposure)
• Weather and natural hazard data (flood, wildfire, storms, hail, climate)
• Crime and security data
• Operational inputs (incidents, downtime, audits, staffing, assets, claims, business continuity data)
• Threat intelligence (civil unrest, terrorism, protests, geopolitical events)

Here are notable vendors by use case:

How I would segment the market

1. Enterprise facility portfolio risk (hundreds/thousands of sites)

• CAP Index
• Verisk
• LexisNexis Risk Solutions
• RiskWatch
• S&P Global

2. Security operations center (GSOC) / real-time monitoring

• Base Operations
• AdvanceWork
• S&P Global risk intelligence products

3. Insurance, underwriting, and asset exposure

• Verisk
• LexisNexis Risk Solutions
• S&P Global

4. Build-your-own risk model via APIs/data feeds Look for providers offering:

• crime APIs
• weather/hazard APIs
• GIS layers
• incident feeds
• geocoding and asset intelligence

A typical enterprise scoring model might look like:

Facility Risk Score (0–100)
= 30% physical/security threats

• 25% natural hazards/weather
• 20% operational resilience
• 15% local crime/environment
• 10% business criticality

For a corporate facilities program, I would shortlist CAP Index + Verisk/LexisNexis + RiskWatch for portfolio scoring, and Base Operations/AdvanceWork if the goal is a live security operations dashboard.

If you are evaluating this for corporate security, insurance, real estate, logistics, or manufacturing facilities, the best vendor set changes significantly.

Evaluating facility risk across multiple variables like location, weather, crime, and operational data typically requires a mix of geospatial risk data providers and enterprise risk/EHS (Environment, Health, and Safety) platforms.

No single tool out-of-the-box always owns every niche natively, but several major platforms and data APIs specialize in fusing these exact data pillars.

Specialized Location, Weather, and Crime Data Providers (The Risk Engines)

These companies supply the underlying parcel- or address-specific data feeds (often via API) to score physical, environmental, and neighborhood threats:

• Verisk : Offers comprehensive location-based risk analytics through its LOCATION suite. It covers building code compliance, flood risks (WaterLine ), wind/hail, fire protection classes, and precise address-based crime risk scores.
• HazardHub (by Guidewire) : A robust property and location risk database that evaluates both natural and man-made hazards. It provides granular, address-specific machine-learning-driven scores for crime (violent vs. property crime) alongside proximity to environmental liabilities (Superfund sites, industrial storage tanks, and traffic arteries).
• Location, Inc. (SecurityGauge) : Specializes strictly in U.S. address-based crime risk analytics. It aggregates standardized data across thousands of local, campus, and transit law enforcement agencies to build predictive crime scores without relying on demographic bias.
• Jupiter Intelligence : One of the leading enterprise platforms for physical climate and weather risk analytics. It delivers high-resolution asset-level risk scoring globally for flooding, extreme heat, wildfire, wind, and severe precipitation based on IPCC climate scenarios.
• Augurisk : Combines multi-disaster modeling with a proprietary machine-learning crime prediction algorithm. It evaluates hundreds of predictive factors to generate granular risk reports and scores for specific geographic coordinates in the U.S.

Operational & Enterprise Facility Risk Platforms

If you need to ingest the external data above and combine it with internal operational metrics (maintenance logs, safety incidents, audit findings), use these operational GRC/EHS platforms:

• Circadian Risk : Focuses explicitly on physical security and facility risk management. It allows you to analyze natural hazards and external weather threats alongside human/security threat scenarios, mapping inherent risk against active mitigations across an entire portfolio of buildings.
• Benchmark Gensuite : An enterprise-grade operational safety and risk platform. It acts as a central system of record to track internal operational metrics, high-risk work controls (like LOTO or permit-to-work data), and equipment maintenance gaps, giving leadership real-time visibility into site-specific risk scores.
• RiskWatch : A comprehensive GRC and physical security platform that rolls site audits, compliance frameworks, and physical asset vulnerabilities into a single live enterprise risk register.

To help narrow down the best fit, tell me:

• Are you looking for an API/data feed to build your own internal scoring model, or a turnkey software dashboard?
• Is your facility footprint strictly U.S.-based or global?

Yes. There are several vendors in this space, but they approach facility risk scoring from different angles. For your combination of location + weather + crime + operational data, I’d shortlist these:

The closest matches

1. Everstream Analytics — probably the strongest fit if these facilities are part of a manufacturing or supply-chain network. It maps facilities and suppliers, applies 30+ automated risk scores, monitors weather and operational disruptions, and can incorporate customers' internal performance data.

2. RiskWatch — particularly compelling if the score is primarily a physical-security risk score. Its platform performs multi-site threat/vulnerability assessments and now includes crime-data overlays and portfolio-level scoring.

3. Ontic — strong if you want a security intelligence platform that combines facility context with crime, severe weather, threats and analyst-verified intelligence.

4. S&P Global — its Foresight Location Analytics provides location-specific scores for violent crime, terrorism, civil unrest and war, down to 500×500-meter grids, making it useful as the security/geopolitical component of a broader facility score.

5. Everbridge — more focused on real-time operational risk and response. It monitors facilities and supply chains for weather, incidents, traffic and other disruptions and provides impact analysis.

6. Factal — excellent as an underlying event-data source. It geolocates incidents around facilities and covers severe weather, wildfires, crime/conflict, transportation disruptions and other events.

7. Spatial Risk Systems — worth looking at if you're building a facility-level risk intelligence/data layer. It advertises 1.5M monitored locations and 300+ risk factors spanning physical/climate risk, environmental factors, water, socioeconomic conditions and real-time facility/supply-chain activity.

8. AdvanceWork — unusually close to the exact concept you described: its AW Risk Score combines crime, incidents, civil unrest, protective intelligence, weather and operational disruptions into a 0–100 score, weighted by mission, location and proximity.

How I'd think about the market

If you're evaluating this for a large portfolio of physical facilities, there are really three categories:

• Supply-chain resilience: Everstream, SRS
• Physical/corporate security: RiskWatch, Ontic, S&P Global
• Real-time operational risk: Everbridge, Factal, AdvanceWork

The interesting opportunity is that few vendors appear to own all four dimensions equally well:
static location risk + dynamic weather + crime/security + proprietary operational performance.

Everstream comes closest on the supply-chain side, while AdvanceWork is especially close to the "one dynamically weighted 0–100 facility risk score" concept.

If you're evaluating vendors for a build/buy decision, I can also map ~15–20 companies against the exact data inputs, scoring methodology, API availability, facility granularity, pricing model, and whether they let you bring your own operational data.

Evaluating facility risk across location, weather, crime, and operational data usually requires combining location/hazard intelligence data providers with enterprise risk management (ERM) or EHS platforms . Very few single out-of-the-box software packages natively ingest high-resolution crime data, climate modeling, and internal plant metrics without some configuration or API data blending.

The top companies operating in these distinct and overlapping spaces include:

1. Location, Weather, and Crime Data Providers (The Risk Intelligence Layer)

• Verisk : Offers comprehensive location-specific risk data suites (LOCATION ) that bundle crime risk scores, fire protection classifications, flood, wind, hail, and wildfire risks down to specific addresses.
• LexisNexis Risk Solutions : Provides commercial property location intelligence that synthesizes aerial imagery, historical and predictive weather patterns, and proprietary claims data to score loss propensity and asset vulnerability.
• Location, Inc. : Offers the SecurityGauge platform, which specializes specifically in micro-local, address-level predictive crime risk analytics (violent and property crime) sourced from thousands of law enforcement agencies across the U.S.
• Augurisk : Combines natural disaster, environmental, and machine-learning-based crime prediction algorithms to generate granular site and portfolio risk reports via an API.
• Munich Re : Their Location Risk Intelligence Platform evaluates natural hazards and physical climate change risks globally, outputting actionable asset and portfolio-level risk scores.

2. Operational, Safety, and Facility Risk Platforms (The Internal/EHS Layer)

• Benchmark Gensuite : An enterprise-grade platform offering safety, environmental, and operational risk assessment tools. It handles site-specific risk scoring, hierarchy tracking, and high-risk operational safety workflows (like LOTO and permits).
• Circadian Risk : Focuses heavily on physical security and facility risk management, evaluating multi-site infrastructure against external hazards (severe weather, neighboring environmental hazards) and operational threats from a centralized dashboard.
• RiskWatch : A GRC and physical security risk platform that rolls up multi-site threats, physical security gaps, and operational audit results into a single global risk register and scoring system.

To help narrow down which approach fits best, could you tell me:

• Are you looking for an API/data feed to build your own internal scoring model, or a ready-to-use software dashboard for facility managers?
• Are your facilities strictly in the U.S. or global?

Yes. There are several vendors in this space, but they fall into somewhat different buckets depending on whether you want facility-level risk scoring, security/crime intelligence, or supply-chain/operational resilience.

Strongest matches

Everstream Analytics is probably the closest established vendor if your use case is enterprise facilities + supply chain + operational disruption. It maps risk down to individual facilities, provides customizable risk scorecards, incorporates 50+ external risk topics, and can combine external risk indices with internal performance data. Its climate scoring covers hazards including flooding, wildfire, heat, drought, tropical cyclones and precipitation.

Spatial Risk Systems (SRS) is especially interesting if you want a geospatial/facility intelligence layer. It says it monitors 1.5M locations across 190 countries and 300+ risk factors, combining physical/climate risk, environmental factors, water risk, socioeconomic factors and real-time facility/supply-chain activity.

Ontic is a stronger fit if the emphasis is corporate security rather than supply-chain resilience. It supports facility-level filtering and combines crime patterns, severe weather, incidents and analyst-verified intelligence.

S&P Global Foresight Location Analytics is particularly good for granular security/location scoring. It scores political violence, civil unrest, terrorism, war and violent crime at 500m × 500m resolution and lets customers monitor specific asset locations.

Everbridge is more oriented toward real-time operational resilience and critical-event management. It monitors risks across suppliers, facilities and logistics networks and incorporates weather, traffic and incident intelligence.

A particularly interesting niche player

AdvanceWork appears unusually close to the exact scoring concept you described. Its AW Risk Score produces a real-time 0–100 score combining crime, incidents, civil unrest, protective intelligence, weather and operational disruptions, weighted according to mission, location and proximity. It also exposes the individual factors driving the score rather than treating it as a black box.

If you're building a vendor shortlist

I'd divide the market like this:

• Supply-chain/facility resilience: Everstream, Spatial Risk Systems
• Corporate security / crime / threat: Ontic, S&P Global Foresight
• Real-time operational disruption: Everbridge
• Unified 0–100 operational risk score: AdvanceWork
• Property/physical asset risk: LexisNexis Risk Solutions

The key question is whether you want to buy an existing risk score or assemble your own scoring model from data feeds. If you're trying to create a proprietary facility score—e.g. 35% location + 25% weather + 20% crime + 20% operational performance—there's also a substantial market of data/API providers that can supply the underlying signals rather than competing as the scoring layer.

If that's your goal, I can map out 10–15 vendors/APIs by data category (crime, weather, flood/fire, geopolitical, traffic, utility reliability, labor, facility operations, etc.) and show which ones can actually be combined into your own scoring engine.