Taking on big retail with big data, that's the plan for Australian software group Invigor.

Invigor is acquiring Singapore's mobile based retail marketing company Sprooki for $10 million.

Chief executive Gary Cohen says the deal will boost Invigor's predictive data and analytics offerings to retailers, brands, and shopping malls and will lift revenue by $2 million in 2018.