Local Models

Your enterprise has environmental and telemetry data that should be used in decision making. Empirical unlocks the value of these datasets by training a local model, specific to you and only accessible by you, to support your enterprise’s decision making.

Request Demo View Methodology

Vendors don't know you, like you know you

Allow your data to drive decision making inside your enterprise.

We ingest your scanned assets

Scanner Data, IT Systems, Endpoints, Host Data, Ticketing, CMDB

We score your vulnerabilities

Threat Intel, CVEs, App Code Flaws, Cloud Misconfigs, Pen Tests

We evaluate your telemetry data

Attack Data, Alerts, Real-Time Detections, SOC Data, Past Incidents

We integrate our Global Model

Known Exploitation Activity, Discovered Exploit Code, Data Mining

Your local model adapts to your environment in real-time

Only you will have access to your model.

Local Models Features

01

Predictive Vulnerability
Scoring

02

Hourly Score Updates and Enterprise Support

03

Legacy Model Support
(EPSS v3, v4)

04

UI and API for Data Discovery & Model Performance

05

Data on over 16,000 exploited in the wild CVEs

06

Near-Real Time Exploitation Telemetry & Model

07

ML model for discovering new exploit code on GitHub

08

All Underlying data contributing to the model exposed

09

Custom Vulnerability Model based on your attack telemetry, asset data, vuln data, & threat intelligence

10

Model Performance Measured against your attack telemetry

11

Forward Deployed Data Science Team

How It Works

View Methodology

See how your model would differ

Try our models with your own local data and discover their impact on your cybersecurity environment.

Request Demo

Local Models

Your enterprise has environmental and telemetry data that should be used in decision making. Empirical unlocks the value of these datasets by training a local model, specific to you and only accessible by you, to support your enterprise’s decision making.

Vendors don't know you, like you know you

Allow your data to drive decision making inside your enterprise.

We ingest your scanned assets

Scanner Data, IT Systems, Endpoints, Host Data, Ticketing, CMDB

We score your vulnerabilities

Threat Intel, CVEs, App Code Flaws, Cloud Misconfigs, Pen Tests

We evaluate your telemetry data

Attack Data, Alerts, Real-Time Detections, SOC Data, Past Incidents

We integrate our Global Model

Known Exploitation Activity, Discovered Exploit Code, Data Mining

Your local model adapts to your environment in real-time

Only you will have access to your model.

Local Models Features

01

Predictive Vulnerability Scoring

02

Hourly Score Updates and Enterprise Support

03

Legacy Model Support (EPSS v3, v4)

04

UI and API for Data Discovery & Model Performance

05

Data on over 16,000 exploited in the wild CVEs

06

Near-Real Time Exploitation Telemetry & Model

07

ML model for discovering new exploit code on GitHub

08

All Underlying data contributing to the model exposed

09

Custom Vulnerability Model based on your attack telemetry, asset data, vuln data, & threat intelligence

10

Model Performance Measured against your attack telemetry

11

Forward Deployed Data Science Team

How It Works

See how your model would differ

Try our models with your own local data and discover their impact on your cybersecurity environment.

Predictive Vulnerability
Scoring

Legacy Model Support
(EPSS v3, v4)