What Is Intelligent Automation?
Intelligent automation combines artificial intelligence (AI), machine learning (ML), and workflow automation technologies to create end-to-end business process automations that can handle complex scenarios requiring judgment, learning, and adaptation.
The combination of AI, machine learning, and workflow automation to handle complex processes that require decision-making.
Intelligent automation goes beyond rule-based automation by adding cognitive capabilities. While traditional automation follows fixed rules ("if amount > $1000, require approval"), intelligent automation can interpret context, learn from patterns, and make nuanced decisions.
Key technologies in intelligent automation include: natural language processing (understanding text and speech), computer vision (interpreting images and documents), machine learning (improving decisions based on historical data), and large language models (generating content and reasoning).
In practice, intelligent automation handles tasks like: reading invoices and extracting data regardless of format, classifying customer inquiries by intent and sentiment, making approval recommendations based on risk analysis, and generating personalized communications at scale.
Platforms like autn.io represent the intelligent automation approach — combining traditional workflow automation with built-in AI models that can be inserted at any step in the process, making intelligent automation accessible without data science expertise.
Related Terms
AI Workflow
An automated workflow that incorporates artificial intelligence to make decisions, process data, or generate content.
Robotic Process Automation (RPA)
Software robots that mimic human interactions with digital systems to automate repetitive tasks.
Business Process Automation (BPA)
The technology-enabled automation of complex, multi-step business processes across an organization.
Large Language Model (LLM)
An AI model trained on vast text data that can understand, generate, and reason about human language.
More AI & Machine Learning Terms
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