The future is now

Houston companies need to get ready for an artificial intelligence and machine learning revolution

Houston's DataCon can help prepare business leaders for the digital revolution in AI and machine learning. Getty Images

Looming on the horizon is a data tsunami coming towards us at breakneck speed. Companies have worked hard to keep up, creating digital transformation, taking manual processes from desktops, clipboards, and the paper paradigm to the Cloud. We're now sitting on huge quantities of idle bits of information called dark data. It's over collected and unused data that has the potential power to create decision-making brilliance.

Business leaders are attempting to optimize siloed data – unrelated data collected in databases and spreadsheets or obsolete apps, to make critical decisions. We currently connect these siloes with other systems using a data processing step called ETL – Extract, Transform and Load. Take the data from one place, transform it so it can relate to another data resource and then load that data to another place for analysis. It's a big, time consuming, intermediary step we have figured out how to circumvent. "NoETL" technology is the next-generation magic wand of machine thinking and it's a game-changer.

As non-technical business leaders, we rely on our partners in IT to give us meaningful data that charts our course. They've been our faithful navigators. We've made the recommended investment in IT infrastructure and technology and counted on receiving analytics that will result in winning outcomes. It's now time to sit down at the table and have new conversations with IT leadership around AI.

A tectonic shift

We are now in a new place. AI has come upon us quickly and the promise of ROI is great. There are new technologies that give business leaders advantages never before realized. Data science is the new crystal ball to the future of business. Automation and machine learning are taking historical data to a look ahead using algorithms and mathematical modeling. It's a new predictive mindset. What business leader wouldn't want that crystal ball?

The real assets of your business exist not in better machines but in your current data stores which are like coal mines waiting for data science to turn those lumps of coal into data diamonds.

There are new vocabulary words associated with data analytics. Data science thought leaders are preparing the way for businesses to have learning opportunities and to know which resources to tap for direction in creating new competitive dynamics. Don't wait too long to be curious. The early adopters are already a step ahead and the competitive marketplace is changing in unexpected ways.

Leadership resources for the implementation of AI

Legacy businesses with data lakes are ripe for action. Who should lead the charge? It's up to the C-suite to have intentional conversations around data science. It's up to leadership to be ready to speak and understand new concepts and vocabulary combined with leaps of faith needed to join the new world order of information.

Learning resources 

Proactively look for learning opportunities. There are no excuses for not taking the initiative. No matter where you are in your career – this isn't something to linger about.

One upcoming seminar around AI and automation collaboration and education is DataCon Houston. It's an annual conference that brings important concepts around AI and Automation to business leaders. The target audience is not IT professionals, although there will be some in attendance; it's meant primarily to help the C-suite and non-technical leaders know where to begin and where to find that new vocabulary and translative resources. AI will affect every person in every business, and we must be ready for the cultural shifts that will come with the technological shifts.

Authors and thought leaders — George Danner, Dave McComb, and Gerald Kane will be speaking at DataCon October 10, 2019. In addition, Javier Fadul, director of innovation for HTX Labs will be speaking about XR and data visualization and its use in training employees and creating safer workplaces. Stefanos Damianakis will be teaching machine learning 101 and Juan Sequeda, principal scientist of data.world will present his UltraWrap NoETL patented technology.

Solving the unsolvable

The future of decision-making will render in blinks of an eye. Problems we thought unsolvable will suddenly have answers. Business leaders must get behind the leap of faith required for our own companies and push learning and understanding forward across the organization at all levels. AI and machine learning are the vortex of change. Are you ready for AI?

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Suzette Cotto is CEO of Innovate Social Media, a digital marketing agency specializing marketing for startups in the medical, technology, and energy industries. For more information on DataCon Houston 2019, please visit: https://incitelogix.com/datacon-houston-2019/

The oil and gas industry has been hit by a trifecta of challenges. This local expert has some of his observations. Getty Images

In the matter of a few weeks, COVID-19 disrupted life across the globe, but the oil and gas industry was hit especially hard with the triple impact.

First, there was the direct impact of COVID-19 on the workforce. Next, there was a dramatic drop in global demand as countries and cities around the world issues travel restrictions. Finally, there was a global increase in oil supply as OPEC cooperation disintegrated.

As energy companies raced to set up response teams to address all three concurrent issues, something that no one was quite prepared for was the speed at which all direct lines of communication for the industry were shutoff. Seemingly overnight, industry conferences and events ground to a halt, corporate offices were reduced to ghost towns, and handshakes were replaced with virtual high fives.

To fill this inability to interact, connect, and collaborate as we used to, my company, Darcy Partners, stood up a series of executive roundtables for the exploration and production community to come together and share ideas on how to approach this unprecedented series of events.

Each week, over 25 executives from various oil and gas operators (and growing) gather virtually to share best practices around COVID-19 response plans, discuss the broader impacts of the turmoil on the industry and learn about innovative technology and process solutions others are implementing to help mitigate the impact of the virus and associated commodity price volatility.

We've seen the priorities of these executives shift and evolve with each phase of COVID-19 and the market impact. In early discussions, the main focus was on taking care of their workforce and what plans were being instituted to help minimize the disruption to operations while also ensuring that no one was exposed to any unnecessary risks. Participants shared best practices and policies they had in place for communication both internally and externally as well as their transition to work-from-home.

At later roundtables, the discussion turned to commodity prices and market response. Although this industry is quite accustomed to the inevitable ups and downs, this time is notably different. The market dynamics during this cycle are far more pronounced than in past downturns – largely due to the concurrent supply and demand imbalances coupled with the broader economic uncertainty. Most operators are taking action by making cuts, and some have already decided to shut-in production. Additionally, the importance of technology and innovation came to the forefront, whether discussing tools to facilitate working from home or remote operations to ensure the continued safe operations in the field.

The future is largely unknown; all of the information and analytics and millions of outcomes being modeled do not create the full picture needed for leaders to make the difficult decisions that are necessary. But there are a few things we know for sure. First, there will be an oil and gas industry on the other side of the current turmoil. Secondly, technology will play an increasingly important role going forward. And, finally, the complex issues the industry is dealing with today can be more effectively understood and managed by coming together to share ideas and best practices.

Nearly 5 years ago, Darcy Partners was founded on the premise that there was a missing link in the oil and gas Industry for the adoption of new technologies. Today, there is a missing link for an entirely different reason. Darcy Partners has rapidly mobilized our vast network of operators, technology innovators, investors, and thought leaders to come together and create a shared level of certainty, in an entirely uncertain world. To help leaders make the decisions that must be made and prepare for a new future, one that might not have been expected, but one that the industry will evolve to succeed in.

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David Wishnow is the head of energy technology identification and relationship management at Houston-based Darcy Partners.