twelfth blog
Notes from the people building twelfth.
Articles from the twelfth team on retail category management, pricing, range, forecasting, AI agents and how the product is built. Written by the people who build it, for the people who buy, price and range.
The first articles are being written.
The team behind twelfth is writing about the commercial work retail teams do every week, and the technology underneath it. Expect articles on:
- Category management, range reviews and space
- Competitor pricing, price indices and promotions
- Demand forecasting, stock cover and ordering
- AI agents and assistants in retail work
- How twelfth is built
Tell us what you would like covered below, or follow the RSS feed to hear when the first one lands.
Next step
See it on your own range.
See twelfth on the work your team does today. We tailor the demo to your buyers, your systems and your hardest category decisions.
Request a topic
What should we write about?
Ask a question about retail, pricing, range, forecasting or AI. The team reads every request and picks the next articles from them. Or email hello@twelfth.ai.
