 Digital transformation is the rage. Everyone is talking about becoming more digital. And most companies are making an effort to do so. The important thing is to get on the right track and do the things that will make the most difference to your customers, to your market, to your profitability, to your success as a company. We are very happy that for the second consecutive year we have managed to organize this tremendous seminar with the visit of the top executive of the world that is coming to tell us how they are applying this to digital disruption and new technologies in their company. We're just delighted at ESSE to have this amazing leadership forum around digital transformation. We've been able to gather the leaders of world-class companies to come and share their experiences and their visions with those leading our local companies. We're lucky that we have local expositors, high executive companies from big companies in Chile that come to tell us how they have applied artificial intelligence, how they have applied blockchain how they are facing this from a cultural point of view in their companies and how they have generated specific benefits and results applied in both their operations as they improve their client offers, etc. In all this digital transformation problem that is changing in the different markets the truth is that for me it has been very nutritious to be able to listen to other points of view practical cases, different focus. I think big takeaways from this event was the fact that we're still very early in the cycle. There's a lot of testing, there's a lot of failure, there's a lot of innovation that is happening at companies willing to take risks and lead the change across industries. I think a lot of topics that we discussed here were around cultural change and industry support around leading digitization across supply chain. We're really sure that they're getting a lot from exchanging their ideas and experiences and visions and it will be of great value from what they're doing now. I think what we're going to see from the point of view of how people's training can be improved in the process of change management in companies is very important and also how we can continue using artificial intelligence in a more broad way. There's a lot of objective advice and experience that comes through working for companies in different sectors with different ideas and different approaches and from that emerge some best practices. Prior to coming to Santiago this time, we had us convened a global supply chain community of companies from a number of different countries and across five different continents. The Digital Supply Chain Institute has done really great work in a sense of connecting and opening what GDPR brings to the table and how companies can readjust in order to continue doing business and grow in that aspect. There's no doubt that digitalization, artificial intelligence, and machine learning are going to have major impacts on all industries and all companies within those industries. So my advice to CEOs and board members in today's environment is you need to begin the innovation process. You need to start with the learning, you need to get a common view of the data that could be your customer, it could be your products used by your customers, whatever definition you choose, but come up with a strategy and a use case and begin the process of agility and learning quickly on how to apply these technologies. It seems to me from the conference here that solutions are unique to each company in each industry. There are concepts that apply across industries, but each industry requires some specialization to deliver on the value that each firm is looking to deliver on and all the gaps and challenges trying to be answered in industry today. You need a whole new set of employees that understand how to make decisions with data not just based on intuition. We have tools around how to use blockchain, a whole set of things that allow you to do a better job, go faster and with less cost than you otherwise could have. Santiago II, the just concluded ELF, has added another 13 companies to this global supply chain community and we're excited to be able to convene them with this large community of companies, all of whom are trying to move to the future.