How does CI Wiz compare to using Claude Code or Cursor for generating a CI4 app?

This is a question worth answering honestly because the comparison is real. **Where Claude Code wins:** For a one-off prototype with unusual requirements, a highly customized UI, or logic that does not fit a standard CRUD pattern, an AI agent can be faster. It has no template constraints and can reason about your specific problem. **Where CI Wiz wins — measurably:** - **Speed for standard CRUD:** CI Wiz generates 10 fully wired modules (model + entity + controller + views + routes) in the time it takes Claude Code to finish its first module, because CI Wiz does not need to be prompted, does not hit rate limits, and does not make mistakes that need fixing. - **Consistency:** Every CI Wiz-generated module follows the same structure. Claude Code output varies — sometimes significantly — across modules in the same session. - **No iteration loop:** CI Wiz does not produce code that breaks on first run and needs two more prompts to fix. What it generates runs. - **Cost:** A 10-table app with Claude Code through Claude's API — including fix cycles — costs real money in tokens. CI Wiz is a one-time purchase. The experience that validated this most clearly: generating the same 6-table admin panel with both tools showed CI Wiz finishing the full scaffold in ~8 minutes vs. ~90 minutes of prompting, debugging, and re-running with the AI agent — and the CI Wiz output was more consistent and closer to production-ready. For CI4 apps specifically, CI Wiz is not made redundant by AI tools. It is faster, cheaper, and more predictable for the scaffold phase. Use AI for the parts that are genuinely custom.