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AI Desktop Automation

ARPALearn Once, Replay Forever

An AI-powered desktop RPA client that uses headless browsers for non-intrusive access to legacy B/S and C/S systems. First-run AI exploration produces deterministic scripts — subsequent executions are LLM-free, with selector self-healing and MCP wrapping.

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ARPA Desktop — Flow Designer
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Core Capabilities

Six Key Differentiators

From first exploration to long-term operations — RPA that truly learns

Non-Intrusive Access

Bridges legacy B/S and C/S systems through UI automation — no code changes, no API exposure, zero intrusion.

Learn Once, Replay Forever

AI autonomously explores on first run, then produces deterministic scripts. All subsequent executions are LLM-free.

Selector Self-Healing

Candidate chains automatically repair locators when page structure changes — far superior to traditional RPA.

MCP Wrapping

Auto-generates MCP Servers for each connected system, enabling AI agents to invoke RPA via a unified protocol.

Team Connector Sharing

Proven scripts published as connectors in a shared repository — one-click reuse across the team.

Memory & Monitoring

Real-time state awareness, anomaly alerts and complete audit trails for long-term stability.

How It Works

Explore Once, Execute Infinitely

Traditional RPA breaks on any UI change. ARPA uses AI to explore the target system on first run, understands page semantics, then produces a deterministic script — every subsequent execution replays with zero token cost.

  • Explore: AI drives a headless browser to identify forms, buttons and data regions.
  • Crystallize: Results encoded into scripts with self-healing candidate chains.
  • Replay: LLM-free execution with selector self-healing — fast and stable.
Explore - Crystallize - Replay
AI Explore Crystallize LLM-Free
0 Tokens
LLM cost during replay
6 Key
Core differentiators
90 Days
Free trial period
100%
Offline deployment
Interface

Console at a glance

ARPA — Visual Flow Designer
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Visual flow designerDrag-and-drop plus smart recording — turn desktop actions into replayable, schedulable automations without code.
ARPA — Bot Run Monitor
37bots running
52kruns today
142hhours saved
Bot run monitorCentralize each bot's status, success rate and hours saved; auto-alert on anomalies with checkpoint retry.

Make Legacy Systems Talk

Experience AI exploration, deterministic replay and MCP wrapping — automate without modifying existing code.

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FAQ

Frequently Asked Questions

What is ARPA?

An AI-powered desktop RPA client by ThinkAlike that uses headless browsers for non-intrusive access to legacy enterprise systems.

How is it different from traditional RPA?

AI first-run exploration produces deterministic scripts for LLM-free replay, with selector self-healing that adapts to UI drift automatically.

Does it require changes to existing systems?

No. Zero code intrusion — bridges through UI automation without API exposure.

Does it support offline deployment?

Yes. Offline installer for air-gapped intranets, online/offline licensing, 90-day free trial.