Agentifact assessment — independently scored, not sponsored. Last verified Mar 6, 2026.
OpenAdapt
OpenAdapt is an open-source generative process automation framework that learns from human GUI demonstrations and replicates them using large multimodal models (LMMs). It records user interactions, trains on them, and then executes the same workflows autonomously across desktop and web applications. Built-in PII/PHI redaction ensures privacy compliance, and it supports OpenAI, Anthropic, Google, Ollama, and vLLM. OpenAdapt is MIT-licensed and completely free; users only pay for the LLM APIs they connect.
Use with care — notable gaps remain
You need to automate repetitive GUI workflows across desktop apps and web without writing brittle scripts or selectors that break on UI changes.
High autonomy (82%) on trained tasks with 33-100% accuracy via demo-conditioning; some WIP features like offline LLMs; strong on privacy but requires quality demos.
Your team wastes time on legacy systems or apps without APIs, like mainframes or Citrix, needing no-code process automation.
Excellent for cross-platform (desktop/web/virtualized); production-ready with audit logs but demo quality dictates reliability; model-agnostic flexibility.
Relies on Demonstration Quality
Performance drops without clear, representative demos; still maturing with WIP offline support and client GUI.
OpenAdapt excels at GUI-specific demo-to-automation; DemoGPT focuses on command-to-code agents.
Pick OpenAdapt for visual GUI workflows needing LMM grounding and privacy.
Pick DemoGPT for text-command driven app generation with API integrations.
LLM API Costs
Tool is free (MIT) but training/deploying incurs costs from your LLM provider; monitor usage as multimodal calls add up.
Trust Breakdown
What It Actually Does
OpenAdapt records your mouse clicks, keystrokes, and screenshots while you perform repetitive desktop or web tasks, then uses AI to learn and automatically repeat those exact workflows without coding.[2][5]
OpenAdapt is an open-source generative process automation framework that learns from human GUI demonstrations and replicates them using large multimodal models (LMMs). It records user interactions, trains on them, and then executes the same workflows autonomously across desktop and web applications. Built-in PII/PHI redaction ensures privacy compliance, and it supports OpenAI, Anthropic, Google, Ollama, and vLLM.
OpenAdapt is MIT-licensed and completely free; users only pay for the LLM APIs they connect.
Fit Assessment
Best for
- ✓browser-automation
- ✓file-operations
- ✓gui-automation
Score Breakdown
Protocol Support
Capabilities
Governance
- permission-scoping
- pii-masking
- audit-log