Cyber Risk Execution Platform

Stop Managing Findings.
Start Reducing Risk.

Find it. Approve it. Let AI orchestrate the remediation.

SamurAI Shield turns vulnerability management into governed remediation. AI analyzes the risk, plans the fix, and coordinates the workflow. Approved automation tools execute the change, and every step leaves audit-ready evidence.

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Business Outcomes

Turn Security Spending
Into Measurable Results

Close the gap between what security teams detect and what the business actually fixes, with prioritization, orchestration, and governance in one place.

Prioritize What Actually Matters

Cut through thousands of findings and focus teams on the small set of vulnerabilities that drive real business risk, ranked by criticality, exposure, and impact.

Remediate With Approval and Control

Fix at scale without losing oversight. Every action goes through human approval, change management, and a complete audit trail your board can trust.

Shrink the Attack Surface

Replace aging, drift-prone systems with trusted, standardized environments, reducing exposure windows and eliminating entire classes of risk.

Decision Support for Leaders

Give security leaders clear, explainable recommendations backed by evidence and confidence levels, so decisions are faster, defensible, and aligned with risk appetite.

Reduce Backlog Without More Headcount

Unlock operational efficiency by letting your existing teams resolve more risk in less time, and redirect scarce expertise to work that truly requires it.

Prove Compliance and Governance

Satisfy auditors and regulators with out-of-the-box separation of duties, role-based controls, and immutable evidence for every action taken across the estate.

How It Works

From Visibility to
Controlled Execution

A single operating flow that gives leaders visibility, prioritization, decision support, and governed execution, from end to end.

Executive View

One View of Cyber Risk

A single pane that shows leaders where risk lives, what is being done about it, and how the organization is progressing against its security objectives.

Risk PostureExposureProgressCompliance

Know Your Estate

A trusted inventory of what you own, how critical it is, and which business services depend on it.

See the Real Risks

Consolidate findings from across tools and enrich them with the context needed to act, not just report.

Focus on What Matters

Rank exposure by business impact so teams spend their time where it moves the risk needle.

Decide With Confidence

Receive explainable recommendations with clear reasoning, so leaders act quickly and defensibly.

Execute at Scale

Run remediations across thousands of assets consistently, through approved automation, with validation and full operational control.

Governed Change

Every fix is tied to an approved change with evidence, aligning security action with enterprise governance.

Platform Modules

Two Paths to
Remediation

Some risks call for fixing the systems you already have. Others call for replacing them with something better. SamurAI Shield covers both paths, under the same governance.

Module 01

Remediation Engine

Fixes existing systems through governed patching and approved technical automations. AI analyzes each vulnerability, recommends the plan, and orchestrates the job. Once the change is approved, Ansible Automation Platform executes the playbook while SamurAI Shield tracks the run and validates the result.

  • Remediation plans recommended by AI, with technical and business context
  • Human approval, ServiceNow change, and a valid window before anything runs
  • Playbooks executed by Ansible Automation Platform
  • Post-execution validation, with logs and evidence preserved for audit
Module 02

Immutable Infrastructure

Takes a different route from traditional patching. Instead of continuously modifying servers, the platform builds, validates, and promotes versioned golden images, so environments are replaced in a controlled way rather than patched in place.

  • Hardened golden images built from approved requirements
  • Automated validation and testing before any promotion
  • Human-only promotion, version traceability, and controlled replacement
  • A path back to known good versions, with full traceability

Legacy to Immutable

A large share of enterprise infrastructure was built by hand over the years, and nobody remembers exactly how. Legacy to Immutable turns that legacy into modern, reproducible definitions, versioned as code, so environments can be rebuilt with confidence instead of depending on the memory of whoever set them up.

  1. Discover and analyze the existing infrastructure
  2. Collect configurations, dependencies, and operator context
  3. Identify what to preserve, update, or replace
  4. Define the desired target state
  5. Convert the definition into Infrastructure as Code
  6. Build golden images and reproducible components
  7. Validate in a controlled environment
  8. Promote through governed approval
  9. Preserve evidence and full traceability
Reproducible environments Versioned infrastructure Less configuration drift Faster recovery Gradual modernization Security built in from the start Lower operational risk
Operations Hub

One place to operate everything

The Operations Hub is the operational center of SamurAI Shield. It is where the day-to-day operation of both modules lives: the Remediation Engine and Immutable Infrastructure, with governance and audit in the same place.

Inside it, the Execution Center lists and tracks the governed executions created by both modules, from the moment a job is planned to the evidence it leaves behind.

Execution Center

A unified view of every governed execution

Planned jobs Awaiting approval Awaiting change window Running Validations Failures Completed results Image deployments Evidence Logs Related changes Affected assets Per-host status Operational history Audit trail
Decision Support

Clarity for Leaders.
Trust in Every Action.

No black boxes. Every recommendation is explainable, evidence-backed, and ready to defend in front of auditors, regulators, and the board.

Clear Next Best Action

For every risk, leaders get an unambiguous recommendation: rebuild, patch, rotate, defer, or investigate, with the rationale fully documented.

Act Before It Becomes an Incident

Surface emerging exposure before it breaches SLAs, giving leaders time to decide, plan, and execute on their terms.

Early Warning Signals

Highlight unusual patterns across the estate, such as failure clusters, alert bursts, and risk spikes, so leadership can intervene before issues cascade into incidents.

Confidence You Can Defend

Every recommendation carries a transparent confidence level and the factors behind it, so decisions stand up to scrutiny from auditors and executives alike.

Outcome Validation

Automatically verify whether a remediation actually worked, turning execution activity into proven, reportable risk reduction.

AI Recommendation
rebuild_now Confidence: 94%
Target web-prod-03.example.com
Reasoning Factors
CVSS Score
9.8
Internet Exposed
Yes
Asset Criticality
High
Image Age
87 days
Recommended Action

Rebuild from golden image ubuntu-22.04-hardened-v3.2 using rotation campaign with blue-green strategy.

Governed AI Orchestration

Find it. Approve it.
Let AI Orchestrate the Remediation.

SamurAI Shield uses Claude-powered AI to turn approved remediation decisions into executable jobs: planning the work, coordinating approved tools, tracking execution, and validating outcomes, with every action governed and auditable.

Traditional vulnerability management stops at detection, prioritization, or recommendation. SamurAI Shield goes further. Once a risk is approved for remediation, AI orchestrates the flow: it prepares the job, selects the right automation path, monitors the run, collects evidence, and validates whether the vulnerability was actually resolved. The technical execution itself is always performed by approved enterprise tools, such as Ansible Automation Platform.

Powered by the Claude Agent SDK, SamurAI Shield brings agentic orchestration to cyber remediation. Not as an uncontrolled black box, but as a governed layer with approvals, policy boundaries, audit trails, rollback awareness, and human oversight where required.

Step 1

Find it

Discover, enrich, and prioritize vulnerabilities across assets, cloud, infrastructure, applications, and enterprise environments.

Step 2

Approve it

Route remediation through policy-aware approvals, change-control workflows, SLA rules, exception handling, and human oversight.

Step 3

Let AI orchestrate it

AI plans and coordinates the remediation job. Approved tools such as Ansible Automation Platform execute it, while the platform monitors, validates the outcome, and documents every step.

AI Job Orchestration

Claude-powered AI translates approved remediation decisions into structured execution jobs, selecting the right automation path for each asset, vulnerability, and operating context.

Coordinated Execution Flow

AI coordinates the remediation lifecycle: prepare, dispatch, monitor, validate, and document. Approved tools perform the technical actions, always within enterprise approvals and change control.

Humans Stay in Control

SamurAI Shield keeps humans in control where it matters: approvals, policy exceptions, high-risk actions, rollback decisions, and final accountability.

Evidence-Driven Validation

Every action produces evidence. The platform verifies whether the fix worked and turns technical execution into measurable, reportable risk reduction.

Reference Architecture

Governed AI Remediation
Architecture

A secure execution model where AI plans and coordinates inside enterprise controls, and approved tools turn decisions into validated remediation outcomes.

SamurAI Shield connects vulnerability intelligence, business context, human approval, AI orchestration, enterprise automation tools, and evidence-based validation into one governed remediation flow.

The design principle is simple: orchestration never bypasses control. Every remediation job follows policy boundaries, approval rules, audit trails, tool restrictions, and validation checkpoints.

1

Vulnerability Sources

Scanners CMDB Cloud Assets Reports & CSV ITSM Vulnerability Feeds
2

Risk & Decision Engine

CVSS Asset Context Business Criticality SLA Exposure Remediation Priority
3

Approval & Governance

Human Approval Policy Boundaries Change Control Exceptions Audit Trail
4

Claude Agent Orchestration

Claude Agent SDK
Job Planning Tool Selection Execution Reasoning Monitoring Validation Loop
5

Enterprise Execution Layer

Ansible Automation Platform ServiceNow Approved Scripts Cloud APIs Patch Tools
6

Verified Remediation Evidence

Fix Status Logs Validation Scan Evidence SLA Proof Executive Reports
Operational Lifecycle

A Governed Path From
Risk to Resolution

A disciplined lifecycle that moves every exposure from discovery to validated outcome, with accountability, approvals, and evidence at every stage.

1

Identified

Exposures consolidated across the estate

2

Prioritized

Ranked by real business impact

3

Recommended

Clear decision, backed by evidence

4

Approved

Authorized through enterprise change control

5

Planned

Scheduled within operational windows

6

Executing

Approved tools run the fix with real-time oversight

7

Validating

Outcomes checked against expected results

8

Verified

Risk reduction confirmed and measurable

Completed

Closed with full evidence for audit

Fits Your Operating Model

Works With the Tools
You Already Trust

Connects with your existing enterprise stack to enable execution, not just visibility, and plugs into the way your teams already operate.

AI Orchestration

Claude Agent SDK

Powers the intelligence layer of SamurAI Shield: AI that plans remediation jobs, reasons over execution context, coordinates approved tools, and follows vulnerabilities from decision to validated resolution.

  • Governed job orchestration
  • Context-aware planning
  • Coordination of approved tools
  • Human-in-the-loop governance
  • Evidence and validation

Ansible Automation Platform

The execution arm of the Remediation Engine. Approved playbooks run at scale on the automation platform your operations team already relies on.

  • Scales existing automation
  • Operational oversight
  • Outcome tracking
  • End-to-end control

ServiceNow

Keeps every remediation aligned with enterprise change governance, so security action never bypasses the controls the business depends on.

  • Governed change
  • Aligned with CMDB
  • Transparent workflow
  • Audit-ready evidence

Microsoft Entra ID

Plugs directly into your enterprise identity model, so access, onboarding, and offboarding follow the same controls as every other critical system.

  • Enterprise SSO
  • Seamless onboarding
  • Consistent access
  • Multi-business-unit ready

SIEM / SOC

Feeds your detection and response teams with the signals that matter, so security operations stay informed without noise or rework.

  • Reliable delivery
  • Noise reduction
  • Unified signal
  • Operational clarity
Governance & Assurance

Built for Audit,
Control, and Trust

Controlled Access

Ensure every user, from analyst to CISO, only does what their role allows, across every resource and every action.

Separation of Duties

Enforce the governance principle regulators expect: those who detect cannot approve, and every authorization is fully documented.

Immutable Audit Trail

Every decision and action is permanently recorded, giving leaders and auditors a single, unquestionable source of truth.

Protected Secrets

Sensitive credentials are safeguarded by design and never exposed in outputs, logs, or reports, minimizing insider and supply-chain risk.

Business Unit Isolation

Strict data segregation across organizations, subsidiaries, and business units enables enterprise-wide scale without compromising boundaries.

Compliance Frameworks

Continuously demonstrate adherence to PCI-DSS, HIPAA, SOC 2, and internal standards, replacing spreadsheets with real-time assurance.

Cognitive Skills

AI skills that shorten the path from finding to proven fix

Each Cognitive Skill packages senior-analyst reasoning into a governed, repeatable AI capability. Always advisory, always auditable, across remediation, immutable infrastructure, and enterprise governance.

Remediation

From finding to fix, fast

  • Fix with AI Turns a prioritized finding into an approval-ready remediation plan in minutes, not days.
  • Approval-ready changes Each plan arrives with its change request drafted and linked, ready for governance.
  • Agentless technical validation Independent proof that the fix actually removed the vulnerability.
Immutable Infrastructure

From patching to rebuilding

  • Image recipe proposal AI drafts the golden image specification from findings and approved requirements.
  • Automated validation bench Each image is exercised in a disposable validation environment before promotion.
  • Fidelity and security review Specification fidelity and security controls are reviewed before promotion.
  • Build diagnosis and correction AI interprets failed builds and proposes fixes until validation passes.
Governance by Design

Governed, proven, audit-ready

  • Advisory by design AI recommends and orchestrates. It never applies changes directly.
  • Human approval, always No job runs without approval, a linked change, and a valid window.
  • Approved tools execute Ansible Automation Platform performs the technical actions, within approved scope.
  • Audit-ready evidence Logs, artifacts, and validation results preserved with integrity hashes.

AI analyzes, plans, and proves the fix. People approve. Approved automation executes.

A growing portfolio of governed Cognitive Skills, built on the Claude Agent SDK.

Governance at Scale

Enterprise-grade governance for remediation at scale

Coordinate multi-host remediation waves under one governed workflow, reducing operational effort while preserving approval, traceability, validation, and control for every affected asset.

  • Coordinate remediation across multiple hosts Plan and execute a complete remediation wave instead of managing each server through disconnected manual workflows.
  • One approved change, multiple affected CIs A single ServiceNow change (GMUD) can govern the approved wave while preserving a clear relationship with every affected configuration item.
  • Individual validation for every host Each asset keeps its own execution status, technical evidence, validation result, and audit history.
  • Automatic scope enforcement Hosts that are not part of the approved CI set are blocked before execution, preventing accidental expansion of the change scope.
  • Scale without weakening control Fail-closed gates, human approval, AAP execution, and evidence collection remain active throughout the entire wave.

SamurAI Shield scales remediation without weakening control.

ServiceNow Change (GMUD) One approved workflow
  • Host A · Primary CI
  • Host B · Affected CI
  • Host C · Affected CI
Host D · Outside approved scope
AAP Multi-Host Wave Governed execution

Per-host gate: unapproved CIs are blocked automatically.

Ready to Move From Backlog
To Execution?

See how leading enterprises use SamurAI Shield to cut cyber risk, govern remediation, and prove results to the board. Request a tailored executive briefing with our team.