Description
Most teams ask โ๐๐ต๐ผ๐๐น๐ฑ ๐๐ฒ ๐๐๐ฒ ๐ฎ๐ป ๐ฎ๐ด๐ฒ๐ป๐?โ when they should be asking โ๐๐ต๐ถ๐ฐ๐ต ๐๐๐ฝ๐ฒ ๐ผ๐ณ ๐ฎ๐ด๐ฒ๐ป๐ ๐ณ๐ถ๐๐ ๐๐ต๐ถ๐ ๐ฟ๐ฒ๐พ๐๐ถ๐ฟ๐ฒ๐บ๐ฒ๐ป๐?โ
UiPath gives you four distinct paradigms โ and picking the wrong one costs weeks:
๐ญ. Low-code agents (Studio Web) โ visual canvas, built-in guardrails, days to production. Handles 80% of enterprise use cases without a line of Python.
๐ฎ. Conversational agents โ multi-turn dialogue deployed to Slack, Teams, or web. The right choice when the user interface is the automation.
๐ฏ. Coded agents (LangChain / LlamaIndex) โ full Python control, any LLM provider, CI/CD native. Reserve this for the complex 20% that outgrows visual design.
๐ฐ. External integration โ Vertex AI, Snowflake Cortex, Azure AI Foundry, Crew AI, Salesforce AgentForce via MCP or SDK wrappers. Best-of-breed, but you own the compliance and operational overhead.
The hybrid answer almost always wins: low-code for speed and governance, coded for complexity. The hardest part isnโt building the agents โ itโs knowing which tool to reach for first.
Link
Date
2026-03-23
Related UiPath products
Agentic Process