Research Report
The Rise of Active Remediation
Why the industry is moving beyond detection toward context-aware diagnostics, remediation, and verification — and what that shift means for enterprise security teams.
12 min readRead More
Knowledge Center · Remediation Labs
Resources for the
Agentic Enterprise
Insights, research, best practices, and product resources to help organizations diagnose, remediate, and verify issues across software, cloud, AI agents, and production systems.
Learn how to move from findings to verified fixes.
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Case Studies
Documentation
Videos
Featured
Featured Content
Whitepaper
Governing AI Agents in Production
Best practices for controlling and validating AI-generated changes across software delivery systems — from coding assistants to deployment bots.
18 min readRead More
Executive Guide
From Code to Cloud to Production
How organizations can build secure and reliable remediation workflows across the full software lifecycle — and what it means to verify every fix.
9 min readRead More
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Latest
Blogs & Insights
Active RemediationJun 2025
Active Remediation vs Traditional Remediation
Detection tools find problems. Active Remediation fixes them and proves the fix worked. Here is the critical difference every security leader should understand.
7 min readRead More
AI GovernanceMay 2025
The Future of AI Agent Governance
As coding agents, deployment bots, and autonomous systems enter production, organizations need structured governance — not just monitoring.
9 min readRead More
DiagnosticsMay 2025
Why Diagnostics Must Come Before Automation
Automated remediation without root-cause diagnosis creates new risk. The sequence matters: understand first, act second.
6 min readRead More
Delivery SecurityApr 2025
Protecting Software Delivery from Rogue AI Actions
AI agents operating in CI/CD pipelines and GitOps workflows can introduce unauthorized changes. This is how to detect, govern, and reverse them.
8 min readRead More
VerificationApr 2025
Building Verification into Every Remediation Workflow
A fix that isn't verified is not a fix — it's an assumption. Here's how to build multi-layer verification into every remediation action.
5 min readRead More
DiagnosticsMar 2025
Reducing MTTR with Context-Aware Diagnostics
Most incident response time is spent on diagnosis, not remediation. Context-aware diagnostics change that ratio — dramatically.
7 min readRead More
Reports
Research & Whitepapers
Research Report2025 · 42 pages
The State of Active Remediation
A comprehensive survey of how enterprises are approaching vulnerability management, cloud remediation, and AI-assisted operations — and where the largest gaps remain.
DownloadResearch Report2025 · 38 pages
AI Agents and Enterprise Risk
How autonomous agents are reshaping software delivery risk — and the governance frameworks organizations need to manage AI-introduced change safely.
DownloadExecutive Guide2025 · 28 pages
Code-to-Cloud Security in the Agentic Era
Why fragmented point tools can no longer keep pace with AI-driven software delivery — and what a connected remediation approach looks like in practice.
DownloadWhitepaper2025 · 24 pages
Verification-First Operations
The case for treating verification as a first-class workflow — not an afterthought — and how organizations can build verified remediation evidence at scale.
DownloadMaturity Model2025 · 32 pages
Enterprise Remediation Maturity Model
A five-stage framework for assessing and advancing an organization's remediation capabilities — from reactive ticket management to verified autonomous remediation.
DownloadStories
Customer Stories
Financial Services
Challenge
A global bank's security team was managing 12,000+ open vulnerabilities with no automated remediation path.
Solution
Deployed Remediation Labs to auto-generate PRs for dependency patches and verify fixes against compliance policy.
Outcome
74% reduction in vulnerability backlog within 60 days. All remediations audit-verified.
Technology
Challenge
A SaaS company's platform team faced 3-day average deployment failure diagnosis times.
Solution
Integrated Remediation Labs diagnostics into the deployment pipeline for automated root-cause analysis.
Outcome
Mean time to diagnosis reduced from 3 days to under 40 minutes.
Healthcare
Challenge
Cloud infrastructure continuously drifted from HIPAA-compliant state without detection or remediation.
Solution
Continuous CSPM remediation with policy verification and tamper-evident audit trail generation.
Outcome
Zero compliance drift violations in 6 months. Full audit evidence for every infrastructure change.
Retail
Challenge
An e-commerce platform faced PCI compliance gaps and slow runtime incident response during peak seasons.
Solution
Runtime risk remediation and compensating controls, with human-in-the-loop approval for production changes.
Outcome
PCI compliance maintained through peak season. Incident MTTR cut from 4 hours to 22 minutes.
Manufacturing
Challenge
AI-driven manufacturing workflows were making infrastructure changes outside of approved governance.
Solution
Agent governance layer applied to all AI-initiated actions, with policy gates and approval workflows.
Outcome
All AI agent actions governed and verified. Zero unauthorized production changes in 90 days.
Government
Challenge
A federal agency required FedRAMP-compliant evidence for every cloud configuration change.
Solution
Verification-first remediation with full audit trails and compliance evidence generation per change.
Outcome
FedRAMP audit passed. Every remediation backed by tamper-evident evidence package.
Docs
Product Documentation
Platform Overview
Architecture, components, and the Active Remediation lifecycle — start here.
Context Engine
How the context engine builds and maintains a live graph of your software and infrastructure.
Pre-Remediation Diagnostics
Root cause, blast radius, dependency analysis, and safe-path selection before any action is taken.
Remediation Agents
Configuring and operating specialized agents across code, cloud, Kubernetes, and runtime domains.
Verification Engine
Setting up multi-layer verification: security, policy, deployment, and runtime validation.
API Reference
Full REST API documentation, SDKs, and integration guides for connecting Remediation Labs to your stack.
Watch
Videos & Demonstrations
Platform Overview Demo
Active Remediation Walkthrough
AI Agent Governance Demo
Code-to-Cloud Diagnostics Demo
Runtime Remediation Demo
Verification Engine Deep Dive
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