The team
Built by people who ran bandits in production
BanditDB is a spinoff from Dynamic Pricing AI. Two co-creators, several years of contextual bandits in live systems, and the one database we wished we had from the start.
Origin
From a patchwork of tools to one database.
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01 · Dynamic Pricing AI
Years in production
At Dynamic Pricing AI the team developed and ran bandit models in production for several years, making pricing decisions on live traffic.
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02 · The friction
Fragmented tools
The model lived in one place, its state in another, outcome logging and offline evaluation somewhere else. Every new decision meant wiring the same pieces together again.
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03 · The product
One decision database
So they sat down and built BanditDB: predict, act and reward in one engine, with model state, durability and evaluation built in.
Say hello
Talk to the people who built it.
Questions about bandits, campaigns or running BanditDB in production. The co-creators answer on Discord.