AI-Powered Segmentation Validation

Stop Drift.
Block Lateral
Movement.

SegDriftAI continuously validates your network segmentation policies, detects micro-segmentation drift in real time, and uses AI to recommend precise firewall corrections before attackers can exploit gaps.

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99.4% Drift Detection Accuracy
<90s Mean Time to Alert
3,200+ Enterprise Hosts Monitored
Continuous Validation 24/7 policy compliance checks
Drift Detection Instant micro-segmentation drift alerts
Live Path Analysis Real-time communication path mapping
API-Driven Remediation Automated firewall policy adjustments
Core Capabilities

Everything Your Security
Team Needs

A unified platform for network segmentation assurance — from initial host discovery to continuous enforcement and AI-guided remediation.

Segmentation Validation

Continuously test and verify that network segmentation policies are enforced across every segment, subnet, and zone in your environment.

Drift Detection

Automatically identify micro-segmentation drift as configurations change, new workloads deploy, or cloud resources spin up and down.

Lateral Movement Monitoring

Track east-west traffic patterns and flag anomalous communication paths that indicate potential lateral movement by threat actors.

Host Discovery Mapping

Maintain a live, up-to-date inventory of every discovered host, device, and workload, mapped to its segment and risk profile.

AI-Powered Alerts

Machine learning models correlate segmentation violations, traffic anomalies, and policy drift to surface high-fidelity alerts with zero noise.

API-Driven Firewall Adjustments

Push policy corrections directly to your firewall via REST API — no manual rule editing, no change windows, no risk of human error.

Network segmentation topology visualization showing segmented zones and communication paths
Platform Intelligence

Deep Visibility.
Zero Trust Enforced.

SegDriftAI operates as a persistent intelligence layer between your network fabric and your security team — translating raw telemetry into actionable segmentation assurance.

01

Communication Path Analysis

Graph-based analysis of all intra-segment and cross-segment communication paths, updated every 60 seconds with full historical audit trail.

02

Policy Compliance Scoring

Quantified compliance score per segment, per zone, and enterprise-wide — giving executives and auditors an instant view of segmentation posture.

03

Firewall Policy Optimization

AI-generated rule recommendations reduce firewall rule bloat by up to 40% while tightening effective enforcement across all controlled boundaries.

Workflow

Up and Running
in Four Steps

Deploy SegDriftAI in hours, not weeks. Our agentless architecture integrates with your existing firewall and network management stack via API.

01

Connect Your Environment

Point SegDriftAI at your firewalls, SDN controllers, and cloud APIs. No agents. No traffic mirroring required.

02

Discover & Map Hosts

Automated host discovery builds a live topology map of every segment, subnet, and workload within minutes of connection.

03

Validate & Detect Drift

Continuous policy validation runs on a configurable schedule. Any deviation from your approved segmentation baseline triggers an immediate alert.

04

Remediate via API

Accept AI-recommended corrections and push them directly to your firewall policy — with full rollback capability and change audit log.

Product Modules

Choose Your
Coverage Level

Modular product tiers let you start with foundational segmentation validation and expand to full AI-driven autonomous remediation as your security program matures.

DriftScan module — drift detection and host mapping dashboard screenshot
Module 01

DriftScan

Foundational segmentation validation and micro-segmentation drift detection. Includes host discovery mapping, compliance scoring, and real-time alerting for up to 500 monitored hosts.

$2,400/mo
Get Started
LateralGuard module — lateral movement monitoring and communication path analysis
Module 02

LateralGuard

Adds real-time lateral movement monitoring and full communication path analysis to DriftScan. Graph-based east-west traffic intelligence with anomaly scoring across unlimited hosts.

$4,900/mo
Get Started
PolicyAI module — AI-powered firewall policy optimization and automated remediation
Module 03

PolicyAI

The complete SegDriftAI platform. Includes all DriftScan and LateralGuard capabilities plus AI-powered firewall policy optimization and API-driven automated remediation with change governance workflows.

$8,500/mo
Request Demo
Why SegDriftAI

Built for How
Attackers Actually Move

Traditional segmentation tools validate at deployment and go silent. SegDriftAI never stops watching — because neither do adversaries.

Always-On Validation

Policies are checked continuously, not just at change events. Drift that happens between scheduled scans is caught immediately.

Agentless Architecture

No endpoint agents, no traffic mirroring, no network taps. Integration via existing management APIs means zero footprint in your production environment.

Closes the Audit Gap

Every validation run, drift event, and remediation action is logged with immutable timestamps — giving compliance teams audit-ready evidence on demand.

AI That Learns Your Baseline

Machine learning models are trained on your specific environment, reducing false positives by 80% compared to signature-based detection approaches.

Lateral movement path graph showing blocked and allowed communication paths between network segments
Network topology visualization used in financial services segmentation case study
Case Study

How a Tier-1 Bank Eliminated Segmentation Blind Spots

A major North American financial institution with 4,200 monitored hosts and 18 distinct network zones deployed SegDriftAI to replace their quarterly manual segmentation reviews. Within 30 days, they had discovered 47 undocumented communication paths and reduced their mean time to detect segmentation violations from 12 days to under two minutes.

47 Undocumented Paths Found
99% MTTD Reduction
4,200 Hosts Covered
Read the Full Case Study
By the Numbers

Measurable Security Outcomes

99.4% Drift Detection Accuracy
80% Fewer False Positives vs. Legacy Tools
40% Firewall Rule Reduction on Average
<90s Mean Time to Alert
Customer Voices

Trusted by Enterprise
Security Teams

SegDriftAI found a lateral communication path between our PCI zone and a development server that had been open for six months. Our quarterly firewall review had missed it every time. We closed it in two minutes using the API remediation workflow.

Marcus Rowe CISO, Global Financial Services Firm

We operate 14 healthcare data centers under strict HIPAA segmentation requirements. SegDriftAI gives our compliance team a real-time dashboard that has completely replaced our manual segmentation audit process. Audit prep time dropped from three weeks to two days.

Sandra Lim VP of IT Security, Healthcare Network

The PolicyAI module's firewall optimization recommendations are remarkably accurate. We ran it against our 12,000-rule Palo Alto config and it identified 4,800 redundant or over-permissive rules with zero false positives on the high-confidence recommendations.

David Kim Network Security Architect, Cloud Enterprise
FAQ

Common Questions

What types of firewalls and network environments does SegDriftAI support?
SegDriftAI integrates with all major firewall platforms via REST API, including Palo Alto Networks, Cisco ASA, Fortinet FortiGate, Check Point, and Juniper SRX. We also support VMware NSX, Cisco ACI, and major cloud-native security groups across AWS, Azure, and GCP. If your platform exposes a management API, we can integrate with it.
How long does deployment take?
Most customers complete initial deployment and have their first validation baseline established within four to eight hours. Our agentless, API-first architecture means there is no software to install on endpoints or servers. Your team needs firewall management API credentials and network management access to get started.
How does SegDriftAI define a segmentation baseline?
On initial deployment, SegDriftAI performs a comprehensive discovery sweep and documents the current state of all communication paths, host inventories, and firewall policies. This becomes your baseline. Your security team reviews and approves the baseline before continuous validation begins. Any subsequent deviation from the approved baseline constitutes a drift event.
Is the AI-driven firewall adjustment fully automated, or does it require human approval?
By default, all API-driven firewall adjustments require explicit human approval through the SegDriftAI change governance workflow. You can configure automated remediation for specific, pre-approved rule categories (such as blocking newly discovered unauthorized paths) while keeping human approval gates for all policy modifications. Full autonomous mode is available for mature environments with appropriate governance controls in place.
What compliance frameworks does SegDriftAI support?
SegDriftAI generates evidence and reports mapped to PCI DSS (Requirements 1 and 11), HIPAA Administrative Safeguards, NIST SP 800-171, ISO 27001 Annex A.13, SOC 2 CC6, and the CIS Controls. Custom report templates are available for regulatory frameworks not listed here.
Pricing

Transparent,
Scalable Pricing

All plans include a 30-day free trial with full platform access. No credit card required. Annual billing available at 20% discount.

Starter
$2,400/mo

Foundational segmentation validation for teams getting started with continuous compliance. Up to 500 hosts.

  • Micro-segmentation drift detection
  • Host discovery mapping (up to 500)
  • Real-time AI alert engine
  • PCI / HIPAA compliance reports
  • Lateral movement monitoring
  • API-driven firewall adjustments
Start Free Trial
Most Popular
Professional
$4,900/mo

Full lateral movement monitoring and communication path analysis. Unlimited hosts. For growing security teams.

  • Everything in Starter
  • Lateral movement monitoring
  • Communication path analysis
  • Unlimited host monitoring
  • SIEM / SOAR integrations
  • API-driven firewall adjustments
Start Free Trial
Enterprise
$8,500/mo

The complete PolicyAI platform with autonomous remediation, change governance, and dedicated security engineering support.

  • Everything in Professional
  • AI-driven firewall optimization
  • API-driven automated remediation
  • Change governance workflow
  • Dedicated security engineer
  • Custom SLA & on-prem deployment
Contact Sales
Ecosystem

Integrates with Your Existing Stack

Insights

Security Intelligence
from the Field

Abstract network topology used to illustrate segmentation drift concept
Research May 12, 2026

Why 73% of Network Segmentation Policies Drift Within 90 Days

Read Article →
Lateral movement monitoring visualization used in blog post
Guide April 28, 2026

The Complete Guide to Lateral Movement Detection in Zero Trust Networks

Read Article →
AI firewall optimization interface shown in technical blog post
Technical April 5, 2026

AI-Driven Firewall Policy Optimization: How We Reduce Rule Bloat by 40%

Read Article →
Contact

Talk to a Segmentation
Security Expert

Request a personalized demo, discuss your environment requirements, or ask our team about deployment and integration options.

Our security engineers understand enterprise network environments. When you contact us, you speak with someone who can evaluate your specific segmentation challenges — not a generic sales process.

Headquarters
120 King St W
Toronto, ON M5H 1J9
Canada