The AI Agent Project Lifecycle

An interactive guide to the roles and activities in building production-grade AI. Click any role to learn more.

Phase 1: Foundation

Develop Proof of Concept

Data Exploration

Prompt Engineering

Phase 2: Core AI/ML

Develop & Train Models

Finetuning Models

Embedding Management

Evaluating Models

Phase 3: Operations

Build Production Apps

Set up Infra

DevOps

MLOps

Testing & QA