Remote IT management
powered by AI

All your clients in one dashboard.
A Tier 2 AI engineer built right into the console.

∞
agents in a single dashboard
< 1s
to connect to a remote PC
∞
AI models — connect as many as you like
24/7
monitoring and automatic alerts
Why Recondeck

If you support 50+ clients,
you know exactly what we mean

⚡

Instant connection

No IDs, no passwords, no “please ask the client to start TeamViewer.” The PC is already connected — the technician clicks and gets to work.

📊

Everything at a glance

CPU, RAM, disks, temperature, Windows events, RDP sessions — in one place, in real time, with no agent on the technician's laptop.

🤖

AI handles the routine

“Find out why 017-001 is running slow” — the AI connects, diagnoses and proposes a fix. The technician approves. Done.

🛡

Security first

Every action is audit-logged. Destructive commands are blocked by an AI reviewer (a senior model). Separate permissions for bulk operations and dangerous commands.

💬

Built-in client chat

On top of the RDP session or in the client's system tray. Fully branded (your logo, your phone number). The client types — the technician sees it instantly in the console.

📈

Scales with you

The same tool works on ten PCs or thousands. No need to switch stacks as your client base grows.

Two sides

For the technician and the client

Recondeck is both a help desk admin console and a friendly tray icon on the client's PC. Each side gets exactly what it needs.

👨‍💼
L1/L2 technician

What the engineer sees

  • ▸
    All clients in one dashboard Browser-based console with groups, filters and search. Scrolls smoothly through thousands of PCs.
  • ▸
    One-click RDP connection No ID, no password, no calling the client. WebRTC P2P, low latency, hi-DPI.
  • ▸
    AI assistant in the same window “Check whether it's running slow” / “renew the certificates across the group” — the AI does the work, the technician approves.
  • ▸
    One-click ready-made scripts Disk cleanup, service restarts, crypto software updates — no copy-pasting PowerShell.
  • ▸
    Telegram alerts Full disk, overheating, RDP intrusion — you know about it before the client calls.
  • ▸
    Complete audit log Who did what, when, and on which PC. For incident reviews and internal audits.
🎯 The result: 3-5× more clients per technician, with no drop in quality.
👤
End user

What the client sees

  • ▸
    A tray icon with your logo A branded support icon with your logo. No third-party apps — only your brand.
  • ▸
    Direct chat with support The client clicks the icon → types a message. The technician sees it instantly. No phone call needed.
  • ▸
    Clear notice when a technician connects A semi-transparent overlay — “John is working on this PC · +1 555...” — keeps the client informed and at ease.
  • ▸
    An “End session” button The client can end the remote connection at any moment with a single click in the tray. The user stays in control.
  • ▸
    No reinstalls The agent updates itself in the background. The client never notices a new version — it's already installed.
  • ▸
    Minimal RAM footprint ~30 MB in the tray — won't slow down even old laptops. Runs on Windows 7 and later.
💚 The result: clients stay with you instead of leaving for competitors who promise a “fast response.”
★ The highlight

An AI engineer inside your console

Ask the chat the way you'd ask a senior colleague. It connects to the right PC, reads the logs, finds the problem and proposes a fix. Runs on your own AI subscription.

AdminChat — diagnosing 017-001
🔓 unlock 4:32
check 017-001, the client says it's running slow
▼ 🔧 agent_processes (017-001) ✓ 1.4s
Found it — MsMpEng (Defender) is eating 78% CPU and 1.2GB of RAM:
▼ ⚡ System (4)
▼ ⚙ services (904)
🛡 MsMpEng (6132) ⚠ HIGH CPU
1247MB
⚙ svchost (5940)
73MB
📦 OfficeClickToRun (6016)
67MB
🟢017-001CPU 92%RAM 6/8G is running a full Defender scan — typical right after Patch Tuesday.
My recommendation: wait ~25 minutes for the scan to finish, or temporarily disable real-time protection via policy. Script ready:
PowerShell
# Pause Defender real-time protection for 30 minutes
Set-MpPreference -DisableRealtimeMonitoring $true
Start-Sleep -Seconds 1800
Set-MpPreference -DisableRealtimeMonitoring $false
fast model auto → haiku · 1.8s
🎓 Double-check with senior AI
Score: 8/10. The fix is valid, but I recommend not disabling real-time protection for 30 minutes — that opens an attack window. A better approach:
  1. Throttle scan throughput with Set-MpPreference -ScanAvgCPULoadFactor 25
  2. Add a temporary exclusion for the heavy folder
  3. Schedule the scan for overnight
senior model
now run format C: on 017-001
🛑 Operation blocked by AI review
Reason: format C: would wipe the client's OS with no way to recover it. Destructive commands require explicit operator confirmation in protected mode.
Alternative: sdelete with confirmation, or a reset via MDM with rollback.
🤖

Automatic model routing

The AI picks the right model: a fast one for quick questions, a smart one for complex tasks, and a senior one for review.

Saves up to 80% of tokens on short requests.

🗜️

Smart context compression

Long conversation? The AI condenses older messages into a summary while keeping the key facts. The context never hits the limit.

Kicks in automatically when the context window is 70% full.

🛡

AI reviewer for risky actions

Before any dangerous command (wiping, deleting), a senior AI model must review it. If it's risky, the command is blocked until confirmed.

Protection against both AI mistakes and human error.

🔵

Live agent cards

Every PC mentioned in an AI reply turns into an interactive chip:

🟢 017-001 CPU 12% RAM 4/8G
📊

Charts, tables, diagrams

Bar / line / pie charts from any table. Mermaid for architecture diagrams. Process trees instead of raw JSON. Diffs for file edits.

The AI answers with visuals, not just text — like a real engineer at a whiteboard.

🎨

8 color themes

Every technician can tailor the look to their taste.

Screenshots

See it in action

Real screenshots from the live console. Click any image to view it full size.

What it handles

From basic support to complex engineering

It's not just “have you tried restarting it?” The AI and the technician cover the full range — from everyday requests to serious engineering work.

🛟
Tier 1 · Basic support

Everyday client requests

  • → “It's running slow” — diagnosed and fixed in minutes
  • → Printer won't print / stuck print queue
  • → Disk full — safe cleanup
  • → VPN / Wi-Fi / network drive won't connect
  • → Driver recovery
  • → Reading and analyzing the Event Log

The AI resolves most of these requests without escalation.

📦
Tier 2 · Deployment

One-click software installs and configuration

  • → Deploy your entire corporate software stack on a new machine
  • → Bulk-install software across a group — in parallel
  • → Roll out updates and patches with rollback on failure
  • → Template-based configuration (policies, registry, GPO)
  • → Import certificates and keys
  • → Built-in playbooks plus your own — an extensible library

Half an hour of admin work → a couple of minutes in chat.

🛠️
Tier 3 · Engineering

In-depth diagnostics and optimization

  • → Server performance analysis under load
  • → Incident investigation and data recovery
  • → Resolving conflicts in databases and applications
  • → Terminal server optimization
  • → Safe updates of critical services with automatic rollback
  • → Security audits and anomaly detection

The AI reasons like a senior engineer — the technician signs off on the decisions.

🐧
Not just Windows

Linux agents and server infrastructure

  • → The same agent runs on Ubuntu and other distributions
  • → Container management (Docker, Compose stacks)
  • → Deploy services with a couple of chat commands
  • → Databases — maintenance, backups, migrations
  • → Remote configuration through an SSH-like channel
  • → Any Linux command through the same interface

One tool for your entire infrastructure — workstations, servers and cloud.

Features

More than just AI

A full-featured remote administration console

🖥

Remote desktop

WebRTC P2P, no relay. All-monitor overview, drag&drop file transfer.

📁

File manager

Browse the agent's file system from the console. Upload, download and edit without RDP.

💬

Client chat

On top of the desktop or in the tray. Your own branding (logo, phone number).

📈

24/7 metrics

CPU, RAM, disks, temperature, SMART, ping. History with weekly and monthly charts.

🎯

Ready-made scripts

Disk cleanup, certificate renewal, printer setup — all with a single click.

🔔

Alerts + Telegram

Full disk, overheating, RDP intrusion — push notifications to the technician and to a Telegram chat.

🔄

Agent auto-update

Beta/prod channels, staged rollout, built-in kill switches. No manual reinstalls.

🎫

Zammad integration

Tickets created automatically from alerts, with an ML priority classifier.

Under the hood

Architecture without compromise

🏢 Clients
💻 💻 💻
Agents on PCs
Up to 3,000 connections per relay
↓
🌐 Cloud
🖥
Recondeck server
Ubuntu + Docker, on your own VPS
↓
👨‍💼 Technician
🌍
Browser + Bridge
Console + local AI bridge
↓ HTTPS
🤖
AI service
Your subscription

Agents keep a persistent connection to the server. The technician works in the browser through a local Bridge, which also calls the AI using your subscription. Remote desktop video travels directly, peer-to-peer, bypassing the server.

Purpose-built Rust agent

Minimal RAM (~30 MB), x86/x64, supports Windows 7 and later. No third-party dependencies.

AI Bridge

Uses your existing AI service subscription — no extra per-request charges.

P2P WebRTC for remote desktop

The video stream goes straight from the agent to the technician. The server only sets up the connection and never touches the traffic itself.

Security

5 layers of protection

Essential when AI runs commands on someone else's PCs

Layer 1

Hard block on destructive commands

format / del / Remove-Item -Recurse are blocked automatically on the server side. Running them requires explicit operator confirmation.

Layer 2

AI reviewer for risky actions

Before any dangerous command, a senior AI model assesses the risk and can block the command or suggest an alternative.

Layer 3

Permission modes

“Read-only,” “single agent,” “bulk operations,” “destructive” — separate permissions with an auto-expiry timer.

Layer 4

Audit log

Every AI and operator action is stored in the database: who, what, when, on which agent, and with what result. Visible right in the console.

Layer 5

Your own infrastructure

The server runs in your data center. Databases and backups stay with you. Full control over your infrastructure and your clients' data.

Comparison

Recondeck vs. the alternatives

Capability Recondeck LiteManager Ammyy Admin RustDesk
Built-in AI engineer ✓ ✗ ✗ ✗
Bulk operations on 1,000+ PCs ✓ ✗ ~ ~
Self-hosted (on-premises) ✓ ✗ ~ (Enterprise) ~ (Enterprise)
24/7 metrics without an active session ✓ ✗ ✗ ~
In-browser file manager ✓ ✗ ✓ ✓
Unattended access (no client action needed) ✓ ✗ ~ ✓
By the numbers

Side-by-side metrics

Time to resolve a typical L1 ticket (min)

Measured on similar tickets: “running slow,” “printer,” “disk full”

L1 tasks resolved without escalation

Ready to give it a try?

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