Gartner’s Top Strategic Technology Trends for 2026
Remedio Baseline
Master Your Digital Foundation. Eliminate AI Risk & Config Drift.
Continuously enforce your “Golden Images,” autonomously detect and safely remediate every deviation across endpoints, servers, cloud, and critical AI environments.
- Auto-eliminate configuration drift & risky defaults
- Enforce approved security baselines, including AI configurations
- Fix confidently with guaranteed zero-disruption and instant rollback.
Tangible Results. Unrivaled Confidence
Proactive Risk
Elimination
70% fewer
config findings
Accelerated
Remediation
Take MTTR from
days to minutes
Continuous Audit-Readiness
82% Reduction in
Manual Effort
Control Your Baseline
Baseline Mastery. Unquestionable Results.
From reactive firefighting to proactive fire-proofing.
Remedio Baseline redefines foundational security and enforcement.
Focus on What Truly Matters.
Aware dependency mapping & prioritization
Enforce your secure “Golden Image“ across all devices and AI platform configurations for continuous, exact posture.
One System. Every Fix.
Unified Remediation Engine
Consolidate patch and vulnerability management in a single, autonomous platform. Auto-apply pre-validated fixes and updates across diverse OS and applications.
Automate Your Defense at Scale.
Autonomous Exposure Elimination
Instantly push policy-controlled fixes and removals across thousands of devices and AI workloads. Rest easy with instant rollback and recovery capabilities.
Move with Confidence.
Predictive Impact Intelligence
Preview the full impact of patches and configuration changes before execution. Understand dependencies, blast radii to ensure defense without disruption.
Prove Your Hardening. Effortlessly.
Continuous Compliance & Reporting
How It Works
The Autonomous Enforcement Loop.
Review
Set the Golden Standard, from OS settings to AI platform hardening
Reveal
Monitor for any deviation, unauthorized change, AI risk, or config drift
Reapply
Autonomous baseline safe restoration, across all endpoints, servers, and AI environments without manual intervention
Remediate
Instantly apply pre-validated fixes, hardening devices and eliminate critical vulnerabilities.
Revert
Guaranteed Safe Rollback, for any action, instantly and cleanly to preserve business continuity
INPUT
Baseline Deviation
Identified.
Any misconfiguration, drift, or AI policy violation detected across your endpoints, servers, or cloud.
ACTION
Remedio Remediates.
Autonomously.
Remedio’s AI engine detects, validates, and automatically restores the secure baseline after predicting impact.
OUTPUT
Secure Baseline Restored.
Audit-Ready.
System state returns to compliance.
Every change is fully audited and instantly reversible. forever.
Every change is fully audited and instantly reversible. forever.
Bridging the Gap of Unified Enforcement
The operational shift from detect and wait to fix and move on turns remediation into momentum.
Detects Threats – Can’t Fix Them.
Vulnerability Management
Identifies critical exposures, from traditional CVEs to OS & AI configuration gaps, but lacks the context and capability for safe, at-scale remediation.
Drowning in Alerts – Paralyzed by Inaction.
Security Ops
Sees the problems (including risky AI agent behaviors), but fear of breaking production leads to chronic remediation backlogs.
Can Act – Lacks the Risk Context.
IT Operations
Manages the infrastructure (including AI tooling deployments), yet is often blind to the true security impact of changes, driving config drift and operational risk.
Owns the Policy – Blind to Reality.
Compliance Teams
Defines the framework, but struggles to verify real-time posture. Continuous compliance remains elusive, especially with dynamic AI policies.
Customers reduce config-
related findings by 60–80%
Production-safe automation
adopted by Fortune 500 teams
Proven in regulated industries (finance, healthcare, manufacturing)
Universal Compatibility. Unprecedented Reach.
Remedio seamlessly integrates into your existing enterprise ecosystem, securing every asset across
every environment – from legacy hardware to cutting-edge AI deployments.
COMPREHENSIVE OS & DEVICE SUPPORT
Every Endpoint. Every OS. Covered.
Secure your entire fleet with full support for Windows, Linux, macOS, and network devices. Extend enforcement to even legacy systems and specialized developer workstations where AI agents reside.
FLEXIBLE DEPLOYMENT & ARCHITECTURE
Lightweight. Agentless. Zero Friction.
Deploy with a featherlight sensor (task scheduled-based) or leverage agentless modes where supported (e.g., for network devices). Designed for minimal footprint and maximum compatibility within complex environments.
UNIFIED, ENVIRONMENT AGNOSTIC SUPPORT
On-Prem, Cloud, & OT. Unified.
Deploy with a featherlight sensor (task scheduled-based) or leverage agentless modes where supported (e.g., for network devices). Designed for minimal footprint and maximum compatibility within complex environments.
SEAMLESS ENTERPRISE INTEGRATIONS
Amplify Your Existing Security Stack.
Leverage API friendly connections to SIEM (Splunk, Sentinel), ITSM (ServiceNow), EDR, IAM, and AI/MLOps platforms for end-to-end workflow automation and data enrichment.
Explore the Complete Platform for Preemptive Endpoint Control
We often get asked…
How does Baseline handle configuration drift in dynamic environments, including AI platforms?
Remedio Baseline continuously monitors every endpoint, server, and AI environment. Its AI-powered engine identifies any deviation from your Golden Image, from OS settings to AI agent configurations, and automatically restores the approved state in real-time.
Can Remedio Baseline integrate with our existing GPO or Intune policies?
Yes. Baseline provides full-context validation of your existing GPO and Intune policies. It identifies where policies aren’t being enforced as intended and provides autonomous remediation to ensure consistent adherence, closing gaps often missed by traditional tools.
What makes Baseline’s remediation “safe” for critical systems?
Baseline employs predictive impact analysis and instant rollback capabilities. Before any change, you can preview its effect. If any issue occurs, the system instantly reverts to the previous state, ensuring zero disruption to business operations.
How is this different from configuration monitoring?
Remedio doesn’t just detect drift—it safely fixes it under policy with rollback.
Can I control what gets auto-remediated?
Yes. Policies define scope, approvals, and exclusions.
Will this disrupt production systems?
No. Impact previews, approvals, and rollback are built in.
Will this disrupt production systems?
No. Impact previews, approvals, and rollback are built in.
How does Remedio deploy?
Remedio is designed for rapid deployment, often described as taking “minutes, not months.” It deploys as a lightweight sensor across endpoints (Windows, Linux, macOS), servers and network devices. The platform is built to assess every device immediately upon deployment, providing instant visibility into configuration gaps without a lengthy tuning period.
Is there an audit trail?
Yes. Remedio provides comprehensive audit logging. All actions—whether manual or automated remediations—are recorded. The platform transforms the complex process of configuration management into an auditable workflow, providing documentary evidence of what was changed, when, and by whom, which is critical for maintaining accountability and meeting regulatory standards.
Can we start in monitor-only mode?
Yes. Remedio separates the “Discover” (detection) phase from the “Remediate” (correction) phase. You can deploy the tool to continuously monitor devices, detect configuration drift, and flag risks without automatically applying changes. This allows teams to validate policies and understand their current posture before enabling active remediation.
