Comparison
DGS vs chatbots.
Chat is a UI. It’s not a professional workflow. Here’s what breaks — and what replaces it.
Chat optimizes for fluency
Chatbots are designed to respond smoothly and quickly. That’s helpful for exploration — but it encourages outputs that are hard to audit.
Professional work needs structure
When decisions matter, you need clear premises, explicit scope, and an output format that can be reviewed by humans and systems.
DGS is workflow-first
DGS is built to produce structured artifacts (plans, specifications, architectures) that are meant to be verified, governed, and reused.
If you’re buying
Ask for reviewable artifacts, not good answers.
Teams don’t ship “answers.” They ship specifications, plans, changes, and documents. A system that can’t produce those reliably will turn into a chat toy.