Human-in-the-loop AI
4 use cases connected by this capability or way of working.
01 / Generative AI operations
Explore ↗02 / Agentic product design
Explore ↗03 / Commerce intelligenceExplore ↗04 / Creative intelligenceExplore ↗
Turning image generation into a controlled production workflow
A human-in-the-loop studio concept connecting product intake, generation, targeted correction, quality review, approval, and asset lineage.
Moving from prompts to controlled agents
A practical framework for deciding when work needs a prompt, assistant, automation, or agent—and what controls each requires.
Translating human shopping language into controlled product discovery
A governed enrichment pipeline that converts need, occasion, style, and slang into validated catalog attributes for search.
Combining behavioural evidence with human creative standards
An advisory review system that explains creative observations, shows evidence, and preserves expert override.