Gartner’s Top Strategic Technology Trends for 2026
AI Govern
Take Control of your AI Attack Surface.
Shadow AI is moving at machine speed. Your defense must do the same. Continuously discover, govern, and remediate AI exposures across agents, copilots, IDE’s, browser extensions, MCP connectors and local AI tooling with autonomous enforcement and instant roll-back.
- Govern AI Skills & MCP connectors
- Neutralize Shadow AI tooling
- Continuously enforce AI policy baselines
- Remediate AI risk at machine speed
AI Adoption Is Outpacing AI Governance
75%
Enterprises already suffered AI compromise
97%
AI incidents trace to unchecked Skills/MCPs
63%
Companies without AI governance policies
Traditional Tools See Security Gaps
Remedio closes them. Autonomously.
AI Is Forcing a New Security Operating Model
Legacy security, built for human speed remediation, cannot keep up.
Remedio AI Govern bridges the gap, providing continuous AI exposure management and machine speed remediation to secure your dynamic AI attack surface in real time.
Reveal the AI Attack Surface
Complete AI Visibility
Discover and inventory the AI systems actively interacting with enterprise data, users, endpoints, workflows, and development environments.
Stop Shadow AI and AI Exposures
Continuous AI Governance and AI Security
Continuously assess permissions, configurations, policy drift, and shadow AI tooling.
Fix-First Security
Machine-Speed Remediation
Safely remediate risky configurations, policy violations, and unmanaged exposure automatically on-device.
Focus on What Reduces Risk Fastest
Operational Risk Reduction
Replace fragmented views of AI usage with prioritized AI exposure management and operational guidance showing what risk matters most and what action reduces it fastest.
Prove Governance Continuously
Audit & Board Readiness
Provide continuous evidence of AI governance posture, AI risk management, policy enforcement, compliance, and measurable risk reduction across the enterprise.
What Is Remedio AI Govern?
Remedio AI Govern is the industry’s first Continuous AI Exposure Management platform built to discover, assess, govern and remediate risk across managed and unmanaged AI environments.
The platform provides visibility and autonomous control across AI applications, autonomous agents, browser extensions, coding assistants, IDE’s, MCP connectors, local tolling and external AI integrations.
AI Govern identifies AI exposure, policy drift, risky permissions, shadow AI, and unmanaged tooling, then safely remediates risk on-device at machine speed with human oversight and instant rollback.
Govern the Full AI Stack
- Autonomous Agents: Govern tools like Claude Code and OpenClaw
- Skills & MCP Connectors: Control risky permissions and integrations
- Shadow AI: Detect unauthorized assistants, extensions & local models
- Exposed Secrets: Identify & remove cached AI creds & session tokens
How It Works
AI Security Operations
Review
Define approved AI policies, trusted tools, permissions, integrations, and governance baselines across your enterprise.
Reveal
Continuously detect AI tools, agents, plug-ins, MCP connectors, risky permissions, policy drift, shadow AI, and unauthorized AI activity.
Reassess
Analyze AI usage and privilege context to separate critical exposure from low-risk activity.
Remediate
Safely eliminate risky AI exposure, insecure configurations, unmanaged tooling, and unauthorized permissions at machine speed.
Revert
Instantly roll back any remediation action cleanly and safely to preserve operational continuity and user productivity.
INPUT
AI Exposure
Identified.
A developer workstation drifts into bypass mode, or an AI agent gains a high-privilege Skill such as terminal access.
ACTION
Remedio Governs
& Remediates.
Remedio validates the policy violation and automatically reapplies secure configurations or revokes risky permissions.
OUTPUT
Exposure Eliminated.
Governance Enforced.
The risk is eliminated, the action is fully auditable, and every change can be instantly rolled back.
Closing the AI Security Gap
Remedio evolves traditional exposure management by delivering continuous AI governance and on-device remediation at machine speed.
Built for Continuously Changing Environments
AI didn’t just make smarter attackers. It made environments that change constantly via autonomous tooling, dynamic permissions, evolving integrations, and unmanaged software.
We Fix What Others Only Find
Most AI security solutions stop at discovery and alerting. Remedio continuously governs and safely remediates exposure directly on-device at machine speed.
Machine-Speed Security with Operational Control
Remedio combines autonomous remediation with human oversight, operational safeguards, and instant rollback to deliver both speed and trust.
Continuous AI Governance Across and Exposure Management
Continuously govern AI risk, enforce policy, and maintain audit readiness across dynamic AI environments from a single operational command center.
One Platform to Control Device Posture
Find what’s wrong, fix it safely, and revert instantly if conditions change across configuration, compliance, vulnerabilities, and application control.
SET & PROTECT YOUR DIGITAL CORE
Remedio Baseline
The essential security foundation included in everything you do.
Continuously hardens configurations, eliminates misconfigurations, and establishes secure baselines across all endpoints, servers, and cloud environments.
CONTROL YOUR AI ATTACK SURFACE
Remedio AI Govern
Discovers, classifies, and governs every AI tool, MCP connection, Skill, model, and agent – bringing shadow AI into the light while ensuring responsible use, policy enforcement, and reduced AI risk.
UNIFY & NEUTRALIZE EVERY THREAT
Remedio Fortify
Autonomously fixes vulnerabilities and misconfigurations across your environment – prioritizing what matters, remediating what’s risky.
SET & PROTECT YOUR DIGITAL CORE
Remedio Gate
Intelligently controls over all software, applications, and services – blocking risky or unauthorized software before it creates exposure.
MASTER CONTINUOUS COMPLIANCE
Remedio Assure
Enforces compliance and policies continuously – automating monitoring, enforcement, and audit evidence so you’re always audit-ready.
We often get asked…
What types of AI tools does Remedio AI Govern support?
We provide full visibility and enforcement for AI applications, enterprise Copilots, autonomous agents (like Claude Code and OpenClew), browser extensions, coding assistants, IDE integrations, MCP connectors, and local LLM instances (Ollama, LM Studio).
How is Remedio different from AI discovery tools?
Most tools stop at “discovery” and alerting. Remedio is a remediation platform. We don’t just tell you that you have a Shadow AI problem; we safely and automatically fix it by restricting permissions or uninstalling the unauthorized software at machine speed.
What happens if an automated remediation impacts a developer’s workflow?
Remedio is built for the “Fix-First” model. Every action includes an instant rollback capability. If an automated fix interferes with operations, you can revert the state instantly with one click, preserving both security and productivity.
How quickly can we see results?
Existing Remedio customers can activate AI Govern immediately. New customers can begin identifying and remediating AI exposure within minutes.
How do you handle “Bypass-mode” and other risky defaults?
We treat “Bypass-mode” as a critical configuration drift. Remedio continuously monitors the underlying settings of your AI tooling; the moment a “Bypass” or insecure listener is enabled, our engine autonomously reverts it to the corporate security standard.
Can Remedio detect AI credentials on the endpoint?
Yes. We scan for plain-text API keys, OAuth tokens, and session data cached by AI plugins and agents on the device. We don’t just alert—we can autonomously remediate by securing or removing the exposed credential.
Why is Remedio the only one that can “remediate” AI risk?
Traditional AI Security (AISP) tools are just dashboards – they tell you that you’re in trouble. Remedio is an enforcement platform. Because our sensor lives on the device, we can actually understand, control, and remediate risky AI behavior in real time – before sensitive data leaves the organization or policy violations occur.
