Combine software bot execution with AI decisioning to automate legacy UI software and unstructured workflows.
Robotic Process Automation (RPA) with AI fuses software execution bots with cognitive AI models to automate desktop, web, and legacy software tasks.
Traditional RPA bots are extremely fragile—breaking whenever an application UI layout shifts by a few pixels or when encountering unstructured inputs like customer emails.
HTCortex Cognitive RPA bots utilize Computer Vision for resilient UI navigation, NLP for parsing unstructured inputs, and self-healing selectors that prevent bot crashes.
| Feature Vector | Traditional Brittle RPA (UiPath, Automation Anywhere) | Custom Cognitive RPA Platform |
|---|---|---|
| UI Resiliency | Bots crash whenever a web button shifts or CSS class names change. | Self-healing computer vision selectors locate buttons visually regardless of DOM changes. |
| Unstructured Data | Stops executing when encountering unstandardized emails or documents. | Embedded LLM NLP engines extract intent and parameters from unstructured inputs. |
| Licensing Model | High annual per-bot license fees ($5k-$10k per bot instance). | Zero bot license fees. Scale your automated bot fleet infinitely. |
| Deployment Complexity | Requires heavy enterprise desktop server installations. | Lightweight containerized headless bots running in cloud microservices. |
| Exception Handling | Requires developer intervention whenever an error dialog pops up. | AI exception handlers evaluate error dialogs and navigate around unexpected popups. |
Architected to bridge legacy desktop software with modern automated workflows.
Locate screen elements visually using AI vision models, ensuring bots never fail due to layout shifts.
Read incoming emails, extract customer requests, and route data into legacy desktop software.
Automatically repair broken DOM selectors using contextual AI when application UIs update.
Schedule, balance, and monitor thousands of automated bot tasks across virtualized cloud environments.
Expose legacy desktop software actions as modern REST APIs accessible to modern cloud apps.
Record full screen video recordings and execution logs for compliance auditing.
Yes. Cognitive RPA bots interact with software through the visual user interface just like a human operator.
If a button's HTML ID changes, the bot uses Computer Vision and text matching to find and click the target element.
Yes. All logins and API keys are managed via enterprise secrets vaults (AWS Secrets Manager) with encrypted sessions.
Architect high-performance enterprise systems tailored to your business model with zero license fees.