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Agentic AI, explained
What makes an AI agent “agentic”? A finance leader’s glossary
A quick-reference glossary of agentic AI terms for finance leaders evaluating AI agents in accounts payable.
The glossary
Ten terms that come up in every agentic AI evaluation — defined the way we actually use them. Where a term has a specific meaning inside Dooap Studio, the definition says so.
| Term | Definition |
|---|---|
| Agentic AI | AI that plans and executes multi-step actions toward a goal, rather than just answering a question or generating text. |
| Agent | A configured unit of agentic AI assigned to a specific job — an agent that codes invoices, an agent that matches POs. |
| Action | A defined, multi-step flow an agent executes (say, OCR → categorize → code → route). In Dooap Studio, the Action is the unit you build, test, run, and share. |
| Confidence score | The agent’s own measure of certainty in a given decision — the basis for whether it proceeds or escalates. |
| Confidence gate | A required confidence level set on a step. Results below the gate never proceed on their own — they fail safely and escalate, with the reasoning attached. |
| Guardrail | A rule or threshold defining what an agent may act on autonomously versus what requires human review. |
| Escalation | The handoff of a low-confidence or out-of-policy decision from an agent to a human, with context attached. |
| Audit trail | The complete, logged record of an agent’s decision, rationale, and any human override. |
| Touchless / straight-through processing | The share of invoices that flow from receipt to payment with zero human keystrokes. |
| Dynamic skills | Reusable blocks of instructions and knowledge an agent loads based on what it’s working on right now — a specific vendor, a specific error type — instead of one monolithic prompt that tries to cover every case. |
Common questions
- Is “AI agent” the same as a chatbot?
- No — a chatbot responds to questions. An agent takes multi-step actions inside a system, with or without a conversation happening at all.
- Is “agentic” just a marketing buzzword?
- The term has a specific technical meaning (autonomous, multi-step, goal-directed action) — but it’s fair to ask any vendor to demonstrate what their agent actually decides and executes, not just what it’s called.
- How is this different from Copilot?
- Copilot-style tools generally assist a human doing the work. Agentic AI is built to do defined parts of the work itself, within guardrails, escalating only when needed.