FERRALON

Autonomous Cyber Remediation.

Machine-speed remediation for the post-frontier cyber era.
The remediation control plane for modern security operations.

FER · 01 — REMEDIATION
SCROLL
39.7°N · 104.9°W
Ferralon is building autonomous cyber remediation infrastructure for managed security providers and modern security operations teams. Designed for governed, machine-speed remediation inside real operational environments.
The Problem

The remediation gap is widening at machine speed.

Exploit discovery is computationally scaled. Human remediation cannot keep pace. Backlogs compound downstream.

Pressure · 01

Detection is now computational.

Frontier AI systems are industrializing exploit discovery, compressing vulnerability research into continuous machine-speed workflows.

SIGNAL · ACCELERATING
Pressure · 02

Human remediation does not scale.

Engineering and security teams are saturated. Manual remediation compounds queues. Each new exposure consumes hours operators do not have.

THROUGHPUT · BOUND
Pressure · 03

MSPs absorb the overload.

The mid-market carries the widest exposure and the thinnest budgets. Managed providers operating across fleets become the operational surface for response.

EXPOSURE · MID-MARKET
Operational Conclusion
Remediation has crossed from labor-scaled workflow into infrastructure.
The Control Plane

A closed-loop system for governed autonomous remediation.

Six operational stages. One continuous loop. Verified remediation under policy, at machine speed.

01Exposure Intake
02Architecture & Reasoning
03Autonomous Execution
04Tests & Evidence
05Controlled Change
06Closed-Loop Learning
Ferralon
Control
Plane
Governed Autonomy
— Operating Model

Closed-loop remediation, operator-governed, at machine speed.

Governed AutonomyEvery action runs inside policy, scope, and signed change windows.
Operational ControlOperators set boundaries. The system expands within them as confidence grows.
Continuous VerificationEvery change ships with tests, evidence, and rollback as first-class artifacts.
Closed-Loop LearningEach remediation cycle improves the system that produces the next.
Ferralon is building the remediation operations layer for the post-frontier cyber era.
Ecosystem

Designed for the operational reality of modern security.

Through continuous remediation inside real operational environments.

01

Existing security platforms

Aligned
02

Managed Security Providers

Native
03

Mid-market operational environments

Primary
04

AI-native remediation workflows

Engine
05

Governed autonomous operations

Substrate
Posture

Composable with existing security and operational ecosystems.

Ferralon operates as a remediation layer inside modern security operations — composable with the platforms operators already run, never subordinate to them.

Operators

Built by operators who have built and operated internet-scale security analytics platforms.

Gene Stevens
Co-Founder

Gene Stevens

Co-Founder & CTO
ProtectWise
Head of Global Product Innovation
Verizon Business Group
Built & operated internet-scale
security analytics platforms
OPR · FOUNDINGLinkedIn ↗
Eric Stevens
Co-Founder

Eric Stevens

Technical Fellow
Pax8 Labs
Director, Security Engineering
Verizon
VP Engineering & Principal Architect
ProtectWise
OPR · FOUNDINGLinkedIn ↗

Two operators. One thesis. Computationally scaled remediation is the next infrastructure layer.