AI Agent Development: A Complete Roadmap from Concept to Deployment
Deep Dive
Building your first enterprise AI Agent? Here is what the journey looks like.
Step 1: Define the Problem
Start with we need to solve X problem, not we need an AI Agent.
Step 2: Assess Build vs Buy
Build timeline: 3-6 months. Buy timeline: 1-4 weeks. For most enterprises, start with a platform.
Step 3: Data Preparation
AI Agents are only as good as their data. Inventory data sources, clean and structure, establish update cadences.
Step 4: Agent Configuration
Key decisions: Persona, Scope, Escalation rules, Tone and style.
Step 5: Testing and Iteration
Plan for unit tests, user acceptance testing, gradual rollout, and feedback loops.
Step 6: Deploy and Monitor
Monitor: Task completion rate, Escalation rate, User satisfaction scores, Cost per interaction.
