The world is moving towards an autonomous future where sooner or later everything that is driven, pushed or pulled today, will be moving by itself. Level of autonomy will increase everywhere to remove dependency on humans, eliminate downtimes and gain efficiencies. Current autonomous technology stacks are expensive, purpose built and compute heavy. Lead times to enable autonomous capabilities for specific use-cases is very high and often, the cost of technology is prohibitive. Today, if OEMs and vehicle manufacturers have to enable autonomous capabilities into their products, they need to start from scratch thinking about what processor to use, which sensors to add, designing power circuit all the way to building the autonomous algorithms and finally, the lengthy process of incorporating annotations and model training for their specific applications. Flo mobility's multi-modal autonomy platform simplifies the entire process to enable OEMs to quickly configure the business logic and integrate the stack into the vehicles.