The Future of Agentic Workflows in Enterprise

The Limits of "Prompt Engineering"

For the last year, the industry has been obsessed with prompt engineering. "If I just phrase this perfectly, the model will do what I want." While true for creative tasks, this approach falls apart in complex enterprise workflows.

Enter Agent Chains

Real reliability comes from breaking tasks down. Instead of one prompt doing extraction, analysis, and formatting, we use specialized agents for each step.

The "Reviewer" Pattern

One of our most successful patterns is having a Generator agent and a Reviewer agent. The Generator creates an output, and the Reviewer critiques it against a rubric. This loop continues until quality is met.