The current crisis has shown us the advancements and benefits of technology; just imagine how your "lockdown workflow" would have looked a decade ago. But how can we use the momentum and accelerate changes and adaptation that usually takes years? As machine learning is becoming part of everything, how can smaller companies compete and should, and can, we ensure that benefits are shared equitably?