During the course of the shoot, writer-director Taylor Sheridan was visited on set by some Shoshone tribal leaders who astonished him with the revelation that, at that very time, there were 12 unsolved murders of young women on a reservation of about 6,000 people. Due to a 1978 landmark government ruling (Oliphant v. Suquamish), the Supreme Court stripped tribes of the right to arrest and prosecute non-natives who commit crimes on native land. If neither victim nor perpetrator are native, a county or state officer must make the arrest. If the perpetrator is non-native and the victim an enrolled member, only a federally-certified agent has that right. If the opposite is true, a tribal officer can make the arrest, but the case must still go to federal court. This quagmire creates a jurisdictional nightmare by choking up the legal process on reservations to such a degree, many criminals go unpunished indefinitely for serious crimes.
Jeremy Renner was the director's first choice for the lead role but as he was busy shooting Arrival (2016) at that time, Taylor Sheridan approached Chris Pine who later had to drop out because of his role in Wonder Woman (2017). Coincidentally, Renner's schedule opened up and was roped in for the role.
The grueling location shoot was filmed in real blizzardy conditions with crew and equipment being primarily ferried to locations on snowmobiles and snowcats, since regular vehicles were totally unsuitable for the hazardous terrain. Cleaning up unsightly vehicular tracks left in the snowy landscape had to be done with some compositing in post to keep the vista in 'virginal' condition.
In order to get attention for the movie so that Taylor Sheridan could get enough money to finish it in post production the way he wanted, he entered it into Sundance without telling his producers, who he says were not happy because they were trying to close a deal with TWC for the film. Nevertheless, that deal was eventually made.
The 45-70 is an older cartridge developed in 1873 for the US Army. It is still in use, often in antique rifles and replicas. For this reason, commercial ammunition manufacturers keep the pressures low for safety. Cory carries a modern version of the 45-70, a Marlin Model 1895SBL fitted with a telescopic sight, while hunting the mountain lion. That explains the scene showing Cory hand-loading his 45-70 ammunition. He is making a cartridge with significantly higher pressure than he can get in a commercially manufactured round. His loads have more velocity and greatly improve ballistic performance.
Jeremy Renner's character uses a pair of Swarovski EL binoculars (an accurate representation of a predator hunter's quality optic, costing approximately $3,000) in a Badlands case with a quick-release magnetic closure. The binoculars appear to be the general purpose EL 42 model. Although similar to range finding models, from the lack of the range finding prism/laser (normally located on the bottom of each barrel), it appears they are the non-range finding type. This is best seen when Renner's character is showing the FBI agent where to look for snowmobile tracks on the mountain at 44:38. The small half-inch white marks on the front of the barrels are for optional protective flaps.
Gil Birmingham, Julia Jones, & Graham Greene all had roles in the "Twilight" series: Gil Birmingham played Billy Black, Jacob Black's father. Graham Greene played Harry Clearwater, while Julia Jones played his daughter, Leah Clearwater.
The film concludes with the quote: "While missing person statistics are compiled for every other demographic, none exist for Native American women." In an NPR interview, Taylor Sheridan shared how this quote came about: "I had two researchers spend three months trying to find a statistic... They came back and said, 'Taylor, we cannot find a statistic.' No one's keeping it. And I said, 'well, that's our statistic.'"
In an August 2017 interview with NPR, Taylor Sheridan is quoted as saying the movie isn't based on a single, real case, but based on the thousands of cases like it that exist. He goes on to say, "Well, I hope that they recognize that there's an epidemic of violence on the reservation that needs attention and needs addressing. And I hope, likewise, they recognize that there are people living on the reservation who are no different than people living in a city. And there's such a misunderstanding of the Native American culture in people and such a stereotype. And I hope I shatter that. And I hope that they can recognize that a good kid with hopes and dreams is a good kid with hopes and dreams, no matter where they live and that a caring father is a caring father and that a, you know, grieving mother is a grieving mother, whether she's grieving in St. Louis or on the Wind River Res - and look at addressing the issues that are facing them."