Predictive Threat Exposure Management

Predictive & Risk Quantified Continuous Threat Exposure Management

Move beyond exposure guesswork—prove control gaps, quantify financial risk, and drive real, risk-prioritized remediation.
REPORT
2026 Cyber Threat Landscape Report: From 2025 Risk to Future Strategy
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Continuous Threat Exposure Management based on Cyber Risk Quantification

Most exposure tools look backwards—periodic scans, static scores, assumed controls. Dataminr PTEM looks ahead, dynamically identifying exposures by exploitability, validating compensating controls, and quantifying financial risk. Now teams fix what matters first, not patching yesterday’s posture.

Live Telemetry
Continuously Monitor Control Effectiveness
Live telemetry measures whether controls are enforced and functioning on all assets in your environment. Gaps are detected as they occur — not at next audit.
Predictive Intelligence
Predict Where Attackers Will Strike
Fuses threat intelligence with control effectiveness to predict which exposures attackers are most likely to operationalize. Act early — before threats translate into incidents.
Financial Impact
Quantify Exposure in Dollars — Not Severity Scores
Not all exposures carry equal business consequence. Link control posture, asset exposure, and attacker behavior to probable financial loss — calibrated against 20+ years of cyber loss data.

Core Platform Capabilities

Two capabilities close the gap between attacker activity, defense performance, and business loss — the gap most security budgets exist to address.

CAPABILITY
Threat Intelligence
Detection from 1M+ sources across 150 languages identifies emerging threats — exploit activity, attacker behavior, targeting signals — that inform which exposures are most likely to be exploited next.
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CAPABILITY
Continuous Control Monitoring with Risk Quantification
Validates control effectiveness using live telemetry and translates exposure into financial risk. Ranks CVEs by dollars at risk, maps ATT&CK behaviors to financial value, and surfaces ‘next best fix’ guidance.
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STEP 1
Ingest Telemetry and Intelligence
Live telemetry from endpoint, network, identity, and cloud controls is ingested continuously alongside real-time threat intelligence — establishing what is deployed, enforced, and at risk.
STEP 2
Validate Control Effectiveness
Control telemetry validates whether defenses are actually enforced and functioning. When controls drift or fail, the system surfaces impacted assets immediately — no periodic scans required.
STEP 3
Quantify Exposure in Dollars
Asset exposure, attacker behavior, and control effectiveness are correlated through financial models built on 20+ years of cyber loss data. Risk recalculates as conditions change.
STEP 4
Prioritize by Risk Reduction
Evidence-backed Observations identify which control gaps matter most. ‘Next best fix’ guidance shows teams which specific actions produce the greatest reduction in expected financial loss.

Turn Security Into Strategy Today 

Core Features

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Continuous Controls Monitoring
Measures whether controls are working using live telemetry — no manual inputs. Turns CTEM from a periodic exercise into continuous, evidence-backed infrastructure.
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Evidence-Backed Control Gaps

Produces Findings: control gaps tied to specific assets, mapped to attacker behavior, and prioritized by financial impact — with ‘next best fix’ guidance attached.
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Cyber Risk Quantification (CRQ)
Ground cyber risk decisions in defensible financial data. Models calibrated on 20+ years of historical cyber loss data and validated by some of the world’s largest organizations — accurate, explainable, and audit-ready.
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ATT&CK-Aligned Financial Modeling
Quantifies risk at the technique level, mapping ATT&CK behaviors to financial value — so teams prioritize based on real-world attacker behavior and business impact.
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CVEs Ranked by Financial Impact
Links vulnerabilities to affected assets and ranks them by dollars at risk, factoring in exploitability and compensating controls. Not CVSS — actual financial exposure.
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Risk Ticker from Board to Byte
Real-time visibility into what’s protected, what’s exposed, and what it costs — giving CI.

Get Started

Activate continuous control monitoring in weeks, not months — PTEM delivers evidence-backed risk visibility and financial clarity from day one.

Connect core telemetry sources so continuous control monitoring begins immediately — no manual assessment
Baseline control effectiveness across critical assets for an evidence-backed CTEM starting point
Ingest asset criticality and business context to align technical exposure with financial impact modeling
Enable executive-ready dashboards to communicate risk posture and control effectiveness from day one

Grow With Us

As your CTEM program matures, PTEM compounds value — sharper models, deeper alignment.

Expand continuous control coverage to additional environments and business units as CTEM maturity increases
Integrate with Agentic TI Ops — Connect risk quantification to structured intelligence operations so threat-informed financial models reflect real adversary campaigns
Explore Agentic TI Ops
Operationalize ‘next best fix’ workflows by routing financially prioritized remediation guidance to SecOps, vulnerability management, or GRC teams — and track risk reduction over time

A Force Multiplier for Your Existing Security Stack

We don’t replace your tools—we connect them—closing the gaps between detection, prioritization, and response that manual workflows can no longer bridge.

Endpoint & EDR
Network & Firewall
Vulnerability Management
Identity & Access
SIEM & SOAR
BENEFITS
  • Validate endpoint control enforcement across critical assets
  • Surface endpoint protection gaps tied to financial impact
BENEFITS
  • Monitor network segmentation and access control effectiveness
  • Correlate firewall policy drift with real-world exploit activity
BENEFITS
  • Prioritize CVEs by dollars at risk, not CVSS alone
  • Factor in compensating controls and exploitability
BENEFITS
  • Validate identity control enforcement against credential-based attack patterns
  • Surface access policy gaps driving financial exposure
Benefits
  • Route financially prioritized remediation actions into operational workflows
  • Trigger “next best fix” guidance from quantified risk assessments

What Practitioners Say

Now C-suite and board conversations include financial cyber risk, and owners see what their control decisions cost.

Fortune Global 500 Manufacturer

We stopped relying on CVE scores and started understanding which vulnerabilities matter in dollars

Fortune 500 Distributor

We experienced 85% annualized savings across dozens of OT risk reduction projects.

Fortune Global 500 Manufacturer
2026 Cyber Threat Landscape Report
Report
2026 Cyber Threat Landscape Report
SANS 2025 CTI Survey
Report
SANS 2025 CTI Survey
Reflections on the 2026 Cyber Threat Landscape Report
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Reflections on the 2026 Cyber Threat Landscape Report

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