Manufacturing AI adoption (KXAIMANU) historical data

Manufacturing AI adoption is a monthly science and technology series on Kalshi, with markets like “Will Ramp AI Index: Sector adoption rate - Manufacturing for September 2026 be above 62.25%?”. The Kalshi Eye archive lists 15 of its markets and has 4 days of daily Parquet files from October 12, 2026 to October 15, 2026 (273 KB), with every order book change and trade.

• Venue: Kalshi, series KXAIMANU
• Category: Science and Technology, monthly
• Markets: 15 (15 settled, 0 open)
• Files: 4 days, October 12, 2026 to October 15, 2026, 273 KB, 21,507 rows
• Datasets: Order book (L2, incremental), Order book snapshots (top 10, 1 second), Top of book (every change), Top of book (1-minute bars), Trades

Open Manufacturing AI adoption in Markets to see every day and market, then export the days you need. Free sample files of each dataset are on the Kalshi data page.

Reading the files

Every KXAIMANU trade on October 15, 2026, in DuckDB:

SELECT ts_recv, ticker, yes_price, size, taker_side
FROM 'kalshieye-data/trades/date=2026-10-15/series=KXAIMANU/trades-KXAIMANU-2026-10-15.parquet'
ORDER BY ts_recv;

To test a strategy on this series, see How to backtest Kalshi markets.

Related Kalshi series

• Finance and insurance AI adoption (KXAIFINANCE): 16 markets, 4 days of files
• DeepSeek AI adoption rate (KXDEEPADOPT): 16 markets, 4 days of files
• Accommodation and food AI adoption (KXAIFOOD): 14 markets, 4 days of files
• Health care AI adoption (KXAIHEALTH): 14 markets, 4 days of files
• Information AI adoption (KXAITECH): 14 markets, 4 days of files
• Top model (KXTOPMODEL): 52 markets, 13 days of files

Figures through October 24, 2026. All Kalshi series with pages are listed on Kalshi series.