HDCE Sentinel AI-driven
maintenance
AI maintenance agents

AI-driven automated maintenance. Everything is fixed before 8 a.m.

Every night, HDCE Sentinel AI agents analyze your device fleet, detect vulnerabilities, errors and performance anomalies, fix them or roll back to a stable state, then verify the result. In the morning, your employees sign in: everything works.

  • Overnight analysisof the entire fleet
  • Automatic fixor rollback
  • Verificationafter every action
  • Guardrailsand human approval

While you sleep, the AI keeps watch.

AI agentFleet ready ✓Everything works

Illustrative interface · sample data

What our AI agents do

Proactive maintenance, day and night

HDCE Sentinel AI agents rely on data from our RMM tools to spot what is wrong and fix it before your teams notice.

Vulnerability detection

  • Software inventory cross-checked against security advisories
  • Missing patches and risky configurations
  • Prioritization based on actual criticality

System and application error detection

  • Event logs analyzed continuously
  • Crashes, blue screens, failing services
  • Correlation with recent changes

Automatic rollback to a stable state

  • Restore point before every action
  • Rollback to the stable version of a driver or update
  • Quarantine of the faulty update

Fixed before sign-in

  • Interventions during the overnight window (e.g., 2 a.m. to 6 a.m.)
  • Restarts scheduled outside working hours
  • Fleet verified before 8 a.m.

Performance anomalies

  • Disk, memory, startup and network
  • Comparison with each device’s baseline
  • Cause isolated, then a targeted fix

Invisible problems

  • Outdated drivers and stopped services
  • Expiring certificates, failed backups
  • Disk space running out

Continuous optimization

  • Cleanup of temporary files and caches
  • Lighter startup, optimized disks
  • Hardware renewal recommendations

The result

Stable workstations and problems fixed before your employees notice.

How it works

From detection to verification, every night, automatically

Follow a night of maintenance in real time: collection by the RMM agents, AI analysis, guardrails, automatic action, verification, then a report to the HDCE technician.

  • Telemetry
  • AI analysis
  • Rules and approval
  • Automatic action
  • Log, report and notification
  • Fleet ready
Fleet

Your workstations and servers

Windows, macOS and Linux workstations, physical and virtual servers: every device has its own baseline.

Collection · RMM

The RMM agents collect

The RMM agent installed on every device continuously reports inventory, patches, performance and event logs.

Intelligence

The AI engine analyzes

Analysis, correlation with recent changes and prediction: the AI finds the cause and proposes an action plan.

Control

Guardrails and rules

Maintenance window, restore point, risk level: sensitive actions wait for an HDCE technician’s approval.

Execution

Automated actions

Patch, script, cleanup, rollback or scheduled restart, run by the RMM agent on the targeted devices.

Quality control

Verification

Every action is verified. If the result does not meet expectations, the AI automatically reverts to the restore point.

Traceability

Log and audit

Who, what, where, when and why: every decision and every action is timestamped.

Oversight

Report to the HDCE technician

At 7:45 a.m., the technician responsible for your fleet receives the overnight report and recommendations.

Result

8 a.m.: sign-in

Your employees sign in to an up-to-date, stable and fast workstation. They didn’t notice a thing.

Illustrative scenarios · sample data

Why AI? Before / after

Problems fixed before your employees arrive

Same incident, two very different mornings. Example: a faulty driver update installed overnight.

Without AI-driven maintenance

  1. Video driver update installed
  2. Blue screen at sign-in
  3. Call to support, employee waiting
  4. Technician intervention
  5. Workstation working
Over 2 hours of downtime

With HDCE Sentinel AI-driven maintenance

  1. Video driver update installed
  2. Anomaly detected by the AI
  3. Rollback to the stable version
  4. Verification successful
  5. Signed in: everything works
0 minutes of downtime
  • Example87%of incidents resolved before sign-in
  • Example−60%workstation downtime
  • Example−45%workstation-related support tickets
  • Example< 20 minfrom detection to fix

Figures provided as examples. Results vary with the size, age and condition of the fleet.

Guardrails

AI with guardrails: you stay in control

Automation is only useful when it is under control. Every AI agent action goes through rules defined with you, and any sensitive action waits for an HDCE technician’s approval.

  • Rules defined with youWhat the AI can do on its own, what requires approval, what is forbidden: the policy is set for each client.
  • A restore point before every actionIf verification fails, the rollback is automatic.
  • Human approval for sensitive actionsServer restart, uninstallation, configuration change: an HDCE technician approves before execution.
  • Maintenance windowsInterventions take place outside working hours, according to your schedule.
  • Progressive rolloutA fix is first validated on a pilot group, then extended to the rest of the fleet.
  • Traceability and auditWhat, where, when, why and with what result: every decision is logged, and reports can be exported for your audits.
Sample automation policy, customized for each client
ActionWorkstationsServers
Temporary file cleanupAutomaticAutomatic
Restarting a stopped serviceAutomaticAutomatic
Security patchAutomatic (overnight window)Approval required
Rolling back a driver or updateAutomaticApproval required
RestartScheduled outside hoursApproval required
Uninstalling softwareApproval requiredApproval required
Network, firewall or directory changeTechnician onlyTechnician only
Included in HDCE Sentinel

AI-driven maintenance is included in HDCE Sentinel

  • AI agents and preventive maintenance
  • Automatic rollback and verification
  • Guardrails and human approval
  • Reports and audit log
  • Support included
Monthly price $25/ device/ month AI-driven management and maintenance Price in Canadian dollars.

Add ESET Inspect for threat detection and response: combined solution starting at $35 / device / month, depending on the licence tier.