What should you consider before starting custom AI agent development?

[Ana]

What are the key factors businesses should evaluate before investing in Custom AI Agent Development?

I’m particularly interested in how organizations decide between a single-agent and multi-agent architecture, along with considerations like enterprise data integration, security, memory, tool usage, and scalability.

For those who have experience with AI agents, what factors have the biggest impact on building a reliable production-ready solution?