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The Data Foundation

The data foundation under every NeuralMetrics decision.

138 million commercial business records. 60 million structured records refreshed continuously from government sources across the globe. Unstructured signals pulled in real time at the moment of the submission. No stale databases. No overnight refresh. No black boxes.

By the numbers

Not a database. A calibrated data foundation.

138M+
Business records
Commercial businesses we can classify & enrich
60M+
Structured records
Direct from government, refreshed quarterly
131M
Regulatory data points
OSHA, EPA and permit records
1,500+
Insights / submission
Surfaced automatically at scoring time
Real-time
Signal freshness
Pulled at the moment of the submission
What sits underneath

Every source, translated into an underwriting signal.

One source classifies the risk; many sources reveal it. Here is what NeuralMetrics reads on every submission — and why each one matters at the point of underwriting.

Structured · direct from government refreshed quarterly
Secretary of State filingsUS · Gov

Confirms the entity is real, active and in good standing — so the policy attaches to a named insured that exists.

Business & professional licensingUS · Gov

License class and status where the license itself defines the operation and the exposure.

OSHA safety citationsUS · Gov

Violations, penalties and repeat findings — the clearest public read on workers' comp loss exposure.

EPA facility & enforcementUS · Gov

Environmental permits and enforcement actions that reshape property and casualty exposure.

Permits & inspectionsUS · Gov

County and municipal records that reveal equipment, build-out and operations on the ground.

Court & legal filingsUS · Gov

Litigation and judgments that signal financial stress and liability history.

Classification codesDerived

Reconciled NAICS, SIC, ISO GL and WC codes fed straight into the decision engine.

Real-time · unstructured extraction pulled at the moment of the submission
Digital footprint & webReal-time

Website, domain and how established and legitimate the operator looks online.

FirmographicsReal-time

Size, revenue signal, headcount and structure that frame the risk.

Business locationsReal-time

Additional and secondary locations the broker packet may miss.

Reviews & reputationReal-time

Operating hours, services offered and customer signals that expose true operations.

Adverse media & newsReal-time

Continuous scanning for litigation, recalls, incidents and leadership trouble.

Local and global

The same government depth — country by country.

NeuralMetrics isn’t a US-only data set. The same structured government sources — Secretary-of-State-equivalents, licensing and inspections — are sourced across 35+ countries and six continents, reconciled across 22+ languages and local regulatory regimes.

6
Continents
Coverage spanning the commercial world
35+
Countries reached
Structured government data, country by country
22+
Languages
Classified across local languages
2.64M
Businesses classified
Worldwide, across markets and regimes
United StatesCanadaUnited KingdomAustraliaSpainHong KongFranceItalyGermanyNetherlandsIrelandSwitzerlandSingaporeJapanIndia+ 20 more countries
Why “never stale” matters

Freshness measured in seconds.

Traditional providers refresh nightly, weekly or quarterly — and every one of those windows misses signals that change the risk. NeuralMetrics picks them up in the moments before the submission is scored.

  • Structured registries refreshed continuously — not on an overnight batch
  • Open-web and contextual signals pulled at the moment of the submission
  • The file the underwriter sees reflects reality now, not three weeks ago
  • No stale databases, no overnight refresh, no black boxes
Signals picked up before scoring
SoS
New state license categoryFiled with the Secretary of State
seconds ago
NEWS
Local news mentionWorkplace incident coverage
flagged
WEB
New service lineWebsite updated to advertise it
current
OSHA
OSHA inspection postedAdded to the public record
review
FreshnessTuesday’s submission reflects Tuesday’s reality — not last month’s batch.
Why numerous sources matter

One source classifies the risk. Four sources reveal it.

A single-source classifier — or the broker assessment carried forward — sees one version of the business. Multi-source risk intelligence is a specific set of data assets that surface specific exposures a single source would miss.

Landscape contractor — what four sources reveal
CLS
Single-source classification“Residential lawn maintenance”
incomplete
LIC
State licensingCertified pesticide applicator credential
exposure
YLP
ReviewsCustomers cite tree trimming & pruning
exposure
CTY
County permitsRecent filing for stump-grinding equipment
exposure
WEB
Web presenceLists “chemical spraying” among services
exposure
Multi-sourceFour public sources surface exposures a single source never sees.
  • Every one of these sources is public. Every one is current
  • Traditional providers don’t reconcile them — they don’t collect them
  • Underwriters don’t reconcile them — they don’t have the time
  • NeuralMetrics collects, reconciles and surfaces them automatically
Glass-box, made operational

Every claim sourced. Every score auditable. Every uncertainty expressed, not hidden.

Sourced
Every decision returns with the underlying sources attached
Auditable
Traceable from the underwriting decision through compliance and regulatory review
Real-time
Reflects reality at the moment of the submission, not last week’s batch

Evaluate the foundation against the risks you actually write.

Schedule a 30-minute walkthrough and we’ll run NeuralMetrics on a set of submissions from your book.

Request a Data Foundation demo