COMPARISONS
These comparisons do not try to declare a universal winner. They explain what changes between approaches and where each one is usually the better fit.
CHOOSE BY FIT
Each page explains the differences, when to choose each approach and when combining them makes sense.
If the main goal is answering questions or guiding a person through a conversation, a chatbot may be enough. If the goal is coordinating operational work across systems, roles and controls, the AI Employee model is usually a better fit.
Open comparisonAn AI agent mainly describes a technical behavior pattern. AI Employee describes how agentic capabilities are packaged inside a governed business role that the organization can understand and manage.
Open comparisonThey are not direct substitutes. RPA can be excellent for deterministic steps; an AI Employee can coordinate more variable work and, when appropriate, invoke RPA automations as tools.
Open comparisonAutomate with rules what can be solved with rules. Use AI where variability, language or exceptions make purely deterministic automation insufficient.
Open comparisonChoose a copilot when the person should remain the primary operator at every step. Choose an AI Employee when you want to delegate a defined part of the process and have the system return outcomes, exceptions or approval requests.
Open comparisonMETHODOLOGY
We start from the real work to be solved, not the technology label.
We separate deterministic tasks, human assistance, contextual interpretation and delegation.
We evaluate integration, supervision, traceability, maintenance and operational risk.
When two approaches complement each other, we say so explicitly.
FROM APPROACH TO DESIGN
Use the comparisons to choose the right pattern and the Team Builder to turn it into a concrete composition.
