AI built for enterprise orchestration across systems and teams.

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

Goal-based agents that think, adapt, and deliver.

Our agents don’t just respond. They pursue goals. That means fewer errors, faster execution, and better alignment with business outcomes.

Explore our research on evaluating and improving goal-based AI agents

Read the evaluation framework

Learn more

Read the May 2026 benchmark report

Learn more

Your AI engine with enterprise context.

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
PRE

Stop choosing between AI impact and business risk.

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