What means to be Agentic?
In the rapidly evolving world of artificial intelligence, one distinction is becoming increasingly important: the difference between agentic AI and non-agentic AI. This is not merely a technical distinction, but a fundamental issue involving ethics, accountability, and the real-world impact of AI on operational processes.
**What does it mean to be “agentic”?**
Non-agentic AI is like a highly sophisticated tool: it responds to specific inputs and performs predefined tasks. It does not take initiative, pursue goals, or plan actions. Recommendation engines, image classifiers, and speech recognition systems are typical examples. They are useful and highly effective, but they lack autonomy.
By contrast, agentic AI is designed to act. It makes decisions, pursues objectives, adapts to new and complex situations, and determines the best course of action. A virtual assistant managing workflows, an autonomous agent optimizing resources, or a robot dynamically interacting with its environment are all examples of systems capable of initiating and completing tasks without step-by-step instructions.
**Three key differences**
1. **Purpose:** Agentic AI works toward achieving goals, whereas non-agentic AI simply responds to requests.
2. **Autonomy:** Agentic AI decides how to accomplish a task, while non-agentic AI only executes what it is explicitly instructed to do.
3. **Accountability:** Greater autonomy introduces new ethical challenges, including decision traceability and the risk of unforeseen behaviors.
Ultimately, the issue extends far beyond technology itself. It raises a fundamental question about how we want AI to operate in our world: as a tool, or as an intelligent collaborator?
## Halia: A Practical Example of Agentic AI in Healthcare
In the field of AI applied to healthcare, Halia is a compelling example of agentic AI in action. Developed by Unicorn Apulia, Halia is a Virtual Assistant powered by a Large Language Model (LLM), such as ChatGPT, and seamlessly integrated into clinical appointment management systems.
Available through chat 24 hours a day, with no app download or registration required, Halia can:
– Schedule appointments, even from informal requests.
– Provide real-time updates on medical reports.
– Process appointment cancellations.
– Answer questions about pricing, medical services, and opening hours.
– Communicate in multiple languages through automatic translation.
What truly makes Halia agentic, however, is the way it operates.
## Why Halia Is Agentic
**True autonomy**
Halia does not wait for detailed instructions—it takes initiative. When a patient sends a message such as, *”I’d like to schedule a liver ultrasound,”* Halia independently initiates the booking process, checks availability, proposes appointment slots, sends confirmations, and handles any subsequent modifications.
**Integration with the real world**
Halia connects directly to healthcare providers’ internal systems. It accesses databases, updates appointment records, and manages patient consent in full compliance with privacy regulations. Halia is not an isolated chatbot—it is an operational AI agent embedded within real clinical workflows.
**Measurable impact**
The results speak for themselves: Halia has reduced the workload of medical administrative staff by 75%. Fewer phone calls, fewer repetitive administrative tasks, and more time for healthcare professionals to support patients and address complex issues. This is intelligent automation that enhances—not replaces—human work.
## Ethical and Operational Implications
– **Accountability and compliance:** Halia manages sensitive healthcare data while ensuring complete traceability and transparency throughout every interaction.
– **Organizational efficiency:** It automates low-value administrative tasks, allowing healthcare organizations to focus valuable human resources where they matter most.
– **User experience:** Halia is accessible to everyone. There is nothing new to learn because it relies on a communication method that everyone already knows: chat. Sending a simple message is all it takes to interact, eliminating technological barriers.
## Conclusion
As artificial intelligence assumes an increasingly central role in society, Halia demonstrates what it truly means to be agentic: not merely to respond, but to act; not merely to execute, but to decide; not merely to assist, but to transform.
Moving beyond the limitations of reactive AI systems, Halia represents a new generation of healthcare AI—one capable of improving organizational efficiency, reducing administrative workloads, and delivering healthcare services that are genuinely more accessible and more patient-centered.
