Demi Moore (The Substance) and Colman Domingo (Sing Sing) are set to star in alien abduction themed romance, Strange Arrivals.

Based on the podcast from Toby Ball, it is inspired by the true story of Betty and Barney Hill, an interracial couple who, in 1961, became the first reported case of an alien abduction, as they journeyed back from their honeymoon in Niagara Falls. Their experience catapulted them to fame and celebrity, but underneath that notoriety simmered the truth of what really happened that night, which would test even the most epic of romances.

Roger Ross Williams (Stamped from the Beginning) will direct from a script by Jane Anderson.

The film will be produced by Emile Sherman, Iain Canning, Samantha Lang and Anne Carey. Executive producers are Simon Gillis, Garth Davis, Williams, Thorsten Schumacher, Aaron Mahnke, Bob Pittman, Conal Byrne and Geoff Martz. Strange Arrivals was developed at See-Saw’s label, I Am That and is produced in association with One Story Up.

Deadline first reported on Strange Arrivals.