People's opinions on local needs fuel targeted campaigns, promoting loans for small businesses.

Sberbank uses empty window fronts, billboards and geo-targeted online banners to ask locals’ opinions, offering algorithm-generated solutions. Local responses initiate an advertising campaign targeting suitable businesses.

Hundreds of outdoor ads and over 3,000 unique online banners ask for local residents’ opinions on algorithm-generated business ideas for the neighborhood. Suggestions are based on broad range of data. Data gathered from local residents is used to create new unique ads for businesses.

Messages are sent to all the bank’s business clients that fit the local need. Forecasting models are used to determine and contact suitable entrepreneurs online.

With each response the algorithm learns to offer better choices for both locals and businesses.