Glossary

AI-assisted Product Development

AI-assisted product development uses AI tools within research, design, prototyping, software engineering or QA while people retain product and release responsibility.

  • Product development
  • AI assistance

What AI-assisted product development means

AI-assisted product development uses AI tools within research, design, prototyping, software engineering or QA while human practitioners retain responsibility for framing, evidence, evaluation and release.

How it differs from AI-enabled products

It describes how the team works. It does not mean the resulting product contains AI.

This distinction separates AI-assisted delivery from AI Product UX, which designs an AI-enabled product relationship for end users.

Where AI assistance fits in the workflow

AI assistance may accelerate synthesis, exploration, code and tests. Client restrictions, source handling, code review and product acceptance still govern the work.

Discuss your product development approach

Talk to Tcules about where AI assistance fits within your research, design, engineering and QA responsibilities.