AI's true potential lies in its ability to enhance human capabilities, not replace them. Photo via Getty Images

The rapid advancement of artificial intelligence is forcing businesses to evaluate how they will manage the inevitable changes this technology will bring. With its ability to automate tasks, analyze large amounts of data, and provide detailed insights, AI offers an enormous opportunity for businesses of all sizes. However, realizing this potential requires a strategic approach that positions AI as a powerful partner, rather than a replacement for human ingenuity.

The British Council reports that an estimated 65 percent of today's students will eventually work in professions that have yet to be conceived. With the emergence of new AI, this projection emphasizes the importance of cultivating a versatile skill set that allows us to adapt to the ever-changing landscape. It also underscores the importance of having a strategy that embraces the division of labor between humans and machines.

What this means is that an AI strategy shouldn't just be about automation – it should also incorporate an understanding of the human-AI partnership that will be necessary for future success. By using the concepts of automation, augmentation, and autonomy, businesses can unlock the full potential of AI to boost efficiency, enhance decision-making, and ultimately drive continued success.

Automation: Delegating to the AI

We know AI can automate many tasks in a business. However, we should also look at automation from a strategy standpoint by asking, "What tasks can be fully delegated to the AI?" Answering this question might include considering routine, repetitive, and time-consuming tasks that shouldn't require human intervention or those that would be more susceptible to human error. The goal here should be to identify tasks that don't benefit from human nuance, meaning asking questions about time, precision, and compliance could offer even more value.

  • Time. What tasks are time-consuming and could be completed quickly with well-written instructions?
  • Precision. What tasks require precision that is difficult for humans to achieve?
  • Compliance. What tasks involve critical safety procedures or adherence to strict compliance that humans might overlook?

Augmentation: Using AI to boost your potential

Beyond automation, AI's true power lies in its ability to boost human capabilities. In this lens, you should ask, "How can the AI boost my output potential?" Think of AI as a skilled assistant that can analyze vast datasets, identify complex patterns, and present insights that aren't readily apparent to humans alone. The focus here is on tasks that still require a human touch but can benefit from computers' speed and data processing power. When exploring this further, consider asking questions about skill boosts, assistance, and focus.

  • Skill boosts. What tasks am I doing that I understand but need to be an expert at?
  • Assistance. What tasks still require a human's touch but could use processing or speed boosts?
  • Focus. What tasks are causing employees to spend more time on tools and less on goals?

Autonomy: The importance of humans in the loop

One question that comes up frequently when discussing AI is whether it will replace a particular set of jobs. My thoughts, however, are that while AI is remarkably powerful, the key to making all this work is understanding that not every task requires automation. In fact, some tasks would suffer from automation. This step requires you to ask, "Where are human emotion, creativity, intuition, and oversight essential?" Autonomy, in this sense, means digging into creativity, intuition, and uniqueness.

  • Creativity. Does this task require a level of creativity that a machine can't replicate?
  • Intuition. Does this task require emotional awareness that a machine can't discern?
  • Brand Uniqueness. Does this task represent a part of my brand that shouldn't be automated or machine-driven?

AI brings a lot to look forward to. It’s fair to say it’s on its way to transforming the world, but it's important to remember that the businesses that strategically embrace a human-centered approach to integrating AI into everyday business activities are the ones that will thrive. The three A’s: automation, augmentation, and autonomy, provide an essential foundation to begin this journey. By understanding the best applications for each aspect of AI, businesses of all sizes can discover areas for increased efficiency, more thoughtful decision-making, and a competitive edge that drives long-term success. AI's true potential lies in its ability to enhance human capabilities, not replace them.

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Kelsey Ruger is the chief technology and product officer for Hello Alice.

The concept is simple: Think before you act in marketing. Getty images

How to think before you act when it comes to marketing for your company

Strategizing for startups

If there were a joke about how entrepreneurs treat their marketing — and there totally isn't — it would go something like this.

An entrepreneur walks into a bar. Before the bartender can ask, the entrepreneur says, "I want a drink and I need it ASAP."

"What type of drink?", the bartender asks, motioning to the hundreds of bottles behind him.

"I need a drink that is refreshing, doesn't make me too drunk and makes me feel like I'm getting my money's worth."

The bartender begins listing drink after drink, and the entrepreneur, sometimes sampling the drink, turns each one down.

At long last, the entrepreneur climbs behind the bar, grabs a glass, pours in some ice and soda water, and takes a long sip.

"This is exactly what I wanted," the entrepreneur proclaims, "Why didn't you offer me this in the first place?"

The moral of the story? When it comes to marketing, entrepreneurs tend to know exactly what they want, yet they focus on quenching that immediate thirst, not knowing why they're in a bar in the first place.

The idea of your first step is nothing compared to the reality of your second. You can know something but applying those principles to starting and/or running your own business can be difficult.

When we (yes, I'm an entrepreneur too) look at marketing, we often confuse tactics with strategy. I see a problem and immediately need a tool to fix it. Hanging a picture? Where's the hammer?!

While it's tempting to lead with the tactics (i.e. website, brochure, display ad, video, etc.), they can be misguided. This can drain precious resources. Strategy can inject purpose into everyone's mindset.

Marketing efforts must be considered a sequence of events that, when lined up in the right order, produce results that are repeatable, more effective, and can lead to a predictable type of profitability.

Where careers rise and fall is the accuracy of any particular strategy. Since we're talking about accuracy, let's use an archery metaphor. Sure, you can consistently hit a target from five feet away. The farther away you get, though, the more you have to consider crosswind, the arrow's trajectory, and your own focus in order to hit that bullseye. And that's all part of a process of whittling down the variables you don't know or can't control.

It's the same with marketing. The more time you've spent preparing, studying, testing, and strategizing, the more often you will accurately target that bullseye.

Where a lot of entrepreneurs also miss the mark is not clearly understanding the core business issue. If you're lost in the forest (and it can totally feel like that sometimes), you're supposed to be quiet when hunting for food but you supposed to make a lot of noise when trying to get rescued. That's what mixing up a core business issue can do. As a process where you're whittling down the variables, marketing is a sequence, like this:

Graphic from Jarred King

Seems simple enough, right? But the process itself is dependent on the intangible pieces in between the steps. This is what happens between the "knowing" and the "doing." So, the above graph should really flow like this:

Graphic from Jarred King

Usually, the typical entrepreneur prefers to start with step four and just "get sh*t done." The problem with this approach is that it can either be the wrong solution (you're hunting with a rock instead of an arrow) or the wrong effort (you're staying quiet when you should be hollering).

The difficulty here is that the desired effect doesn't happen overnight. It rarely solves "today's problems" today. Even worse, it might require a larger investment. Without fundamentally understanding your business problem, any solution offered will be less effective, more expensive, and more wasteful of time and resources.

Instead, simply start with the business problem and then follow the above sequence to leverage "the doing" part in order to develop "the knowing" part. This doesn't have to be a drawn-out process, and there are a ton of free resources available online to help conduct your own research, analysis, and planning.

Ultimately, I'm saying "think before you act." It's not difficult to understand. The challenge for entrepreneurs is that they are faced with hundreds of important and, often, business-critical decisions each day. We can't help but to react, then decide, and move on. While our gut and grit got us to this point of success, it's strategy that will take us from surviving to thriving.

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Jarred King is the founder and president of Swagger Agency, a full-service marketing firm as well as the current president of Entrepreneurs' Organization - Houston. King also serves on the board of InnovationMap.

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NASA signs on latest tenant for new Exploration Park campus, now underway

space hub

Exploration Park, the 240-acre research and commercial institute at NASA's Johnson Space Center, is ready for launch.

Facilities at the property have broken ground, according to a recent episode of NASA's Houston We Have a Podcast, with a completion date targeted for Q4 2026.

The research park has also added Houston-based KBR to its list of tenants. According to a news release from the Greater Houston Partnership, the human spaceflight and aerospace services company will operate a 45,000-square-foot food innovation lab at Exploration Park. KBR will use the facility to focus on customized food systems, packaging and nutrition for the low Earth orbit economy.

“Exploration Park is designed for companies in the space ecosystem, such as KBR, to develop, produce, and deploy innovative new technologies that support space exploration and commerce,” Simon Shewmaker, head of development at ACMI Properties, the developer behind Exploration Park, said in the GHP release. “This project is moving expeditiously, and we’re thrilled to sign such an innovative partner in KBR, reflecting our shared commitment to building the essential infrastructure of tomorrow for the next generation of space innovators and explorers.”

NASA introduced the concept of a collaborative hub for academic, commercial and international partners focused on spaceflight in 2023. It signed leases with the American Center for Manufacturing and Innovation and the Texas A&M University System for the previously unused space at JSC last year.

“For more than 60 years, NASA Johnson has been the hub of human space exploration,” Vanessa Wyche, NASA Johnson Space Center Director, said in a statement at the time. “This Space Systems Campus will be a significant component within our objectives for a robust and durable space economy that will benefit not only the nation’s efforts to explore the Moon, Mars and the asteroids, but all of humanity as the benefits of space exploration research roll home to Earth.”

Texas A&M is developing the $200 million Texas A&M Space Institute, funded by the Texas Space Commission, at the center of the park. The facility broke ground last year and will focus on academic, government and commercial collaboration, as well as workforce training programs. ACMI is developing the facilities at Exploration Park.

Once completed, Exploration Park is expected to feature at least 20 build-to-suit facilities over at least 1.5 million square feet. It will offer research and development space, laboratories, clean rooms, office space and light manufacturing capabilities for the aerospace, robotics, life support systems, advanced manufacturing and artificial intelligence industries.

According to the GHP, Griffin Partners has also been selected to serve as the co-developer of Exploration Park. Gensler is leading the design and Walter P Moore is overseeing civil engineering.

Houston cleantech co. plans first-of-its-kind sustainable aviation fuel facility

coming soon

Houston-based Syzygy Plasmonics announced plans to develop what it calls the world's first electrified facility to convert biogas into sustainable aviation fuel (SAF).

The facility, known as NovaSAF 1, will be located in Durazno, Uruguay. It is expected to produce over 350,000 gallons of SAF annually, which would be considered “a breakthrough in cost-effective, scalable clean fuel,” according to the company.

"This is more than just a SAF plant; it's a new model for biogas economics," Trevor Best, CEO of Syzygy Plasmonics, said in a news release. "We're unlocking a global asset class of underutilized biogas sites and turning them into high-value clean fuel hubs without pipelines, costly gas separation, or subsidy dependence.”

The project is backed by long-term feedstock and site agreements with one of Uruguay's largest dairy and agri-energy operations, Estancias del Lago, while the permitting and equipment sourcing are ongoing alongside front-end engineering work led by Kent.

Syzygy says the project will result in a 50 percent higher SAF yield than conventional thermal biogas reforming pathways and will utilize both methane and CO2 naturally found in biogas as feedstocks, eliminating the need for expensive CO2 separation technologies and infrastructure. Additionally, the modular facility will be designed for easy replication in biogas-rich regions.

The new facility is expected to begin commercial operations in Q1 2027 and produce SAF with at least an 80 percent reduction in carbon intensity compared to Jet A fuel. The company says that once fully commercialized the facility will produce SAF at Jet-A fuel cost parity.

“We believe NovaSAF represents one of the few viable pathways to producing SAF at jet parity and successfully decarbonizing air travel,” Best added in the release.

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This article originally ran on EnergyCapital.

Houston company ranks No. 13 worldwide on Forbes Global 2000 list

World's Biggest Companies

More than 60 Texas-based companies appear on Forbes’ 2025 list of the world’s 2,000 biggest publicly traded companies, and nearly half come from Houston.

Among Texas companies whose stock is publicly traded, Spring-based ExxonMobil is the highest ranked at No. 13 globally.

Rounding out Texas’ top five are Houston-based Chevron (No. 30), Dallas-based AT&T (No. 35), Austin-based Oracle (No. 66), and Austin-based Tesla (No. 69).

Ranking first in the world is New York City-based J.P. Morgan Chase.

Forbes compiled this year’s Global 2000 list using data from FactSet Research to analyze the biggest public companies based on four metrics: sales, profit, assets, and market value.

“The annual Forbes Global 2000 list features the companies shaping today’s global markets and moving them worldwide,” said Hank Tucker, a staff writer at Forbes. “This year’s list showcases how despite a complex geopolitical landscape, globalization has continued to fuel decades of economic growth, with the world’s largest companies more than tripling in size across multiple measures in the past 20 years.”

The U.S. topped the list with 612 companies, followed by China with 317 and Japan with 180.

Here are the rest of the Texas-based companies in the Forbes 2000, grouped by the location of their headquarters and followed by their global ranking.

Houston area

  • ConocoPhillips (No. 105)
  • Phillips 66 (No. 276)
  • SLB (No. 296)
  • EOG Resources (No. 297)
  • Occidental Petroleum (No. 302)
  • Waste Management (No. 351)
  • Kinder Morgan (No. 370)
  • Hewlett Packard Enterprise (No. 379)
  • Baker Hughes (No. 403)
  • Cheniere Energy (No. 415)
  • Corebridge Financial (No. 424)
  • Sysco (No. 448)
  • Halliburton (No. 641)
  • Targa Resources (No. 651)
  • NRG Energy (No. 667)
  • Quanta Services (No. 722)
  • CenterPoint Energy (No. 783)
  • Coterra Energy (No. 1,138)
  • Crown Castle International (No. 1,146)
  • Westlake Corp. (No. 1,199)
  • APA Corp. (No. 1,467)
  • Comfort Systems USA (No. 1,629)
  • Group 1 Automotive (No. 1,653)
  • Talen Energy (No. 1,854)
  • Prosperity Bancshares (No. 1,855)
  • NOV (No. 1,980)

Austin area

  • Dell Technologies (No. 183)
  • Flex (No. 887)
  • Digital Realty Trust (No. 1,063)
  • CrowdStrike (No. 1,490)

Dallas-Fort Worth

  • Caterpillar (No. 118)
  • Charles Schwab (No. 124)
  • McKesson (No. 195)
  • D.R. Horton (No. 365)
  • Texas Instruments (No. 374)
  • Vistra Energy (No. 437)
  • CBRE (No. 582)
  • Kimberly-Clark (No. 639)
  • Tenet Healthcare (No. 691)
  • American Airlines (No. 834)
  • Southwest Airlines (No. 844)
  • Atmos Energy (No. 1,025)
  • Builders FirstSource (No. 1,039)
  • Copart (No. 1,062)
  • Fluor (No. 1,153)
  • Jacobs Solutions (1,232)
  • Globe Life (1,285)
  • AECOM (No. 1,371)
  • Lennox International (No. 1,486)
  • HF Sinclair (No. 1,532)
  • Invitation Homes (No. 1,603)
  • Celanese (No. 1,845)
  • Tyler Technologies (No. 1,942)

San Antonio

  • Valero Energy (No. 397)
  • Cullen/Frost Bankers (No. 1,560)

Midland

  • Diamondback Energy (No. 471)
  • Permian Resources (No. 1,762)
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A version of this article originally appeared on CultureMap.com.