Gartner’s Top Strategic Technology Trends for 2026
Total Device Posture Control
Close the Loop Between Detection & Remediation
Remedio consolidates Vulnerability Management, Device Hardening, Compliance Enablement, and AI Governance into a single, autonomous engine.
Stop chasing alerts. Start preventing configuration drift, patching vulnerabilities, and neutralizing shadow AI threats.
How Safe Remediation Actually Works
Visibility is only the starting point. Enforcement is the destination.
From risk center to advantage. Remedio goes beyond alerting, automatically teeing up smart changes – pre-validated and dependency-aware. Just click to apply deterministic fixes. And click again to roll-back.
Baseline
Master Configuration Hygiene
Establish and enforce your Golden Images across every endpoint. Automatically correct field drift, risky defaults, and AI misconfigurations to ensure continuous, hardened security.
Fortify
Close Vulnerability Gaps
Unify Patch Management and Vulnerability Remediation. Prioritize and fix critical CVEs instantly, from operating systems to the AI software supply chain.
Govern
Automate Continuous Compliance
Achieve dynamic, audit-ready compliance against CIS, NIST, and custom policies. Enforce regulatory standards across your entire estate, including AI model deployments.
Gate
Command Your Software Ecosystem
Granular control over every executable. Automatically uninstall unauthorized software, remove malicious browser extensions, and neutralize risky IDE plugins before they execute.
Outcomes You Can Trust
Automated. Verified. Safe.
Shift from “detect and wait” to “fix and move on.” Turn remediation into your competitive advantage.
Visibility Becomes Intelligence
Surface every exposure – from unpatched vulnerabilities and OS drift to Shadow AI agents. Understand the full context before you act. Zero blindspots.
Changes Become
Predictable
Eliminate the “fear of fixing.” Predict every outcome with dependency mapping and context-aware validation. Zero surprises.
Remediation Becomes
Scalable
Scale your security team without adding headcount. Apply safe, instant fixes and removals across millions of assets. Zero friction.
Value Becomes Undeniable
Stop guessing ROI. Prove compliance and risk reduction with audit-ready reporting that quantifies every second saved. Zero doubt.
Reporting Stakeholders Actually Use
Built-in outputs that keep audits on track, leadership aligned, and ROI easy to quantify.
Audit-Ready Reporting
Generate audit-ready evidence of posture, changes, and progress organized for reviews and compliance workflows.
Executive Summary
Give leadership a clear view of what improved, what’s still open, and what’s being handled without drowning them in details.
ROI & Time-Saved Reporting
Quantify the value of safe remediation; time saved across remediation, compliance, and ops, translated to dollars.
We often get asked…
What is Remedio’s deployment model and footprint? Does it require an agent?
Remedio utilizes an ultra-lightweight sensor (<7MB) for endpoints (Windows, Linux, macOS), primarily operating via a task-scheduler based model to minimize resource impact and avoid agent fatigue. For network devices, specific cloud assets, and AI tooling, it operates agentlessly. This ensures broad, non-disruptive coverage across your entire estate.
How does Remedio ensure secure access and granular control for users?
Remedio supports full Role-Based Access Control (RBAC) across all modules. This ensures granular permissions, allowing security, IT, and compliance teams to operate with the precise level of access required for secure, collaborative autonomous remediation workflows.
Can Remedio integrate with our existing security and IT ecosystem?
Yes, Remedio is designed as an API-first platform, offering seamless integration with your mission-critical tools. All data (posture, alerts, audit trails) can be ingested, and remediation/rollback actions can be initiated via robust APIs. We integrate with leading SIEMs (Splunk, Sentinel), ITSMs (ServiceNow, Jira), EDRs (CrowdStrike, Tanium), and AI/MLOps platforms.
How does Remedio support enterprise change management processes?
Remedio integrates directly with leading ticketing systems (e.g., ServiceNow, Jira) to support your existing workflow process approvals. Every autonomous remediation is subject to your organizational change control, ensuring a balance of speed and governance without bypassing established procedures.
What types of environments and devices does Remedio secure?
Remedio delivers comprehensive coverage across your entire digital estate:
-
IT: Windows, Linux, macOS endpoints, servers, cloud workloads.
OT/IoT: Critical industrial control systems and smart devices.
Legacy OSs: Support for older operating systems.
AI Stack: Critically, it extends to securing AI agents, Copilots, IDE plugins, and AI tooling misconfigurations, ensuring consistent AI posture management.
How is Remedio different from detection-only tools?
Most tools stop at “flagging” a problem, leaving the actual fixing to manual effort or separate IT scripts. Remedio bridges the gap by offering Push-Button Remediation. It doesn’t just alert you to a misconfiguration (like an insecure configuration or open port); it provides an automated, executable fix that closes the gap instantly. It moves the workflow from “Find and Report” to “Find and Fix.”
Is Remedio complementary to existing security solutions like EDR and CSPM?
Absolutely. Remedio is designed as a force multiplier for your existing security investments, not a replacement.
- Complementary to EDR (Endpoint Detection & Response): While EDRs excel at detecting active threats and post-compromise activity, they typically do not automatically remediate underlying misconfigurations or drift that create the attack surface in the first place. Remedio proactively hardens endpoints, reducing the volume of incidents EDRs have to detect, making your EDR more effective and efficient.
- Complementary to CSPM (Cloud Security Posture Management): CSPM tools are excellent at identifying misconfigurations and compliance gaps in your cloud infrastructure. However, they often stop at detection and reporting, relying on manual processes for fixes. Remedio provides the autonomous remediation layer for CSPM alerts that relate to device-level configurations (e.g., OS hardening, network interface settings, installed software on VMs/containers) where our sensor is present. This significantly accelerates cloud security posture enforcement and compliance for the OS/device layer of your cloud infrastructure.
Remedio fills the critical “remediation gap“, making your detection tools far more impactful by ensuring that identified risks—from common misconfigurations to AI agent policy violations – are not just found, but actually fixed safely and at scale.
How are remediations automated without breaking production systems? What makes the remediation “safe”?
Remedio is engineered for zero-disruption remediation. It utilizes Impact Preview & Simulation to validate changes before execution and offers instant, surgical rollback for any action. This unique capability allows teams to fix critical issues fearlessly, ensuring business continuity.
Contextual Analysis and Dependency Mapping allow users to assess the impact and predict downstream consequences before any change is applied.
This makes it possible to ensure that “hardening” a setting won’t break a critical business application. If a conflict is detected, the alert is categorized differently, effectively preventing the “breaking things” scenario common in manual hardening.
How does Remedio ensure its own security and prevent breaches of its interface or deployed sensors?
Remedio is built with a security-first architecture designed for zero trust, protecting both the platform and its components:
- Interface Security: Access to the Remedio interface is secured with strict RBAC, mandatory Multi-Factor Authentication (MFA), and leverages enterprise-grade cloud security controls. Beyond authentication, we employ behavioral analytics to detect suspicious user activity; if an anomalous action is identified, the session is immediately locked to prevent unauthorized access or manipulation. All communication is encrypted (TLS 1.2+).
- Sensor Security: While our sensor operates with necessary system/root permissions to perform deep-level remediation, it does so within a tightly controlled, isolated environment. To safeguard against compromise, the sensor is equipped with a dedicated watchdog mechanism that continuously monitors its integrity and behavior. Any deviation or unauthorized drift in the sensor’s configuration or activity is immediately reported to your central Remedio console and SIEM, allowing for rapid detection and response to potential tampering attempts. The sensor itself communicates using encrypted, authenticated channels and adheres to the principle of least privilege.
- Platform & Data Security: The Remedio platform itself is hosted on secure, compliant cloud infrastructure, adhering to industry best practices for data encryption (at rest and in transit), network segmentation, and continuous vulnerability management. We maintain rigorous internal security policies and undergo regular third-party audits.
Which cloud platforms does Remedio support, and can it operate in on-premise or air-gapped environments?
Remedio is a multi-cloud native platform designed for ultimate deployment flexibility, ensuring comprehensive coverage regardless of your infrastructure choices:
- Cloud Platform Support: We fully support leading cloud environments including Microsoft Azure, Amazon Web Services (AWS), and Google Cloud Platform (GCP). Our solution seamlessly integrates and scales within these public cloud ecosystems.
- On-Premise & Isolated Networks: For organizations with stringent data sovereignty, compliance, or security requirements, Remedio can be deployed entirely on-premise, including air-gapped and completely isolated networks. Deployment is streamlined via a few straightforward OVAs (Open Virtualization Appliances), making it simple to secure your most sensitive and disconnected environments
.
How does instant revert work in practice?
Remedio includes a “safety net” for every action. If a remediation causes an unexpected issue, customers can use the Revert feature. This immediately returns the specific configuration setting to its previous “known-good” state. This capability encourages teams to be more proactive with hardening, knowing they can undo actions instantly without complex restore procedures.
What does deployment look like across a large fleet?
Remedio is built for scale (proven on fleets of 200,000+ devices in a single tenant). It allows for centralized management where you can push remediations across diverse and distributed environments.
What are Remedio’s audit and compliance capabilities?
Remedio provides complete, immutable audit records for all remediation and rollback actions, supported forever. Every change is fully traceable, providing undeniable proof for continuous compliance and regulatory audits (NIST, CIS, HIPAA), even for actions taken years ago.
By mapping your environment against standard frameworks or custom internal policies, Remedio provides real-time reporting on where you are compliant and where you are not. Instead of a static spreadsheet, it offers dynamic drift detection, ensuring that if a device falls out of compliance (e.g., due to a user change or update), it is flagged or auto-reapplied immediately.
What teams typically own the rollout, Security or IT?
Remedio is designed to bridge the silo between these two teams.
- Security Teams typically use it to define posture goals, set policies, and view risk/compliance dashboards.
- IT/Operations Teams often use it to execute the remediation, relying on the Impact Analysis to ensure operational stability. By providing visibility to Ops and control to Security, it facilitates a “cross-functional ownership” model where Security defines what needs to be secure, and the tool gives IT the confidence to execute it safely.