Reasoning and planning
Process Reasoning Engine (PRE) for context-aware decision-making
Human-in-the-loop collaboration
Partners with humans for validation, decision-making, and exception handling
Goal-oriented
Driven by business outcomes (e.g., resolve customer issue, process claim)
Multi-modal
Interacts with APIs, databases, documents, and other agents
Data transformation
Extract data from complex unstructured documents, databases, APIs and more
Knowledge-enhanced RAG
Enterprise knowledge combined with LLMs for accurate, context-rich responses
Custom LLM support
Integrate OpenAI, Azure OpenAI, Google, Amazon, or proprietary models
Enterprise-safe GenAI
Guardrails, auditability, and compliance for LLM usage
Our agents don’t just respond. They pursue goals. That means fewer errors, faster execution, and better alignment with business outcomes.
PRE is the core of Automation Anywhere’s platform and several key products in the APA ecosystem, powering intelligent, outcome-driven, AI automation.
| Always-on | Continuously interprets context, plans actions, and adapts to changing conditions — without user intervention. |
|---|---|
| Enterprise-Trained Intelligence | PRE is trained on 400M+ enterprise flows, enabling it to reason across complex systems and documents. |
| Reasoning | Understands context, intent, and dependencies across workflows. |
| Self-healing | Learns with every run, improving accuracy, resiliency, and decision-making over time. |
| Trust and Governance | Visibility on usage and effectiveness, ensuring trust and governance are at the forefront. |
| Orchestrates with Precision | Connects AI models, apps, and automations seamlessly. |
| Built for Scale | Handles complex enterprise processes with speed and reliability |
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