AI COLLECTIVE MIND
Business & transactional data
Understand how markets work through appropriately authorised business activity, economic indicators and commercial records. A useful source might begin as a spreadsheet, a recurring report or a collection of document structures.
What could this include?
- Product-level sales and demand histories with customer details excluded
- Invoice and receipt structures, supplier-approved procurement records
- Sector indicators, market prices and permitted business directories
Potential uses to explore
- Explore forecasting and demand-planning questions
- Assess extraction of information from business documents
- Research how prices and trading patterns change over time
Preparing a useful source
Start with a field list described in words. We would explore consistent units, duplicate handling, date formats and whether a genuinely suitable aggregate can answer the buyer’s question. A business need not clean everything before a conversation.