Chrome does not allow autoplay if the video is not muted. Try using this:
<video width="440px" loop="true" autoplay="autoplay" controls muted>
<source src="http://www.tuscorlloyds.com/CorporateVideo.mp4" type="video/mp4" />
<source src="http://www.tuscorlloyds.com/CorporateVideo.ogv" type="video/ogv" />
<source src="http://www.tuscorlloyds.com/CorporateVideo.webm" type="video/webm" />
</video>