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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Here’s where wages grew the most in Houston since 2021, according to new report

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Bolstered by a thriving manufacturing sector, Waller County—the country’s second-fastest-growing county—leads all Houston-area counties for the growth of pay from 2021 to 2026, according to a new study.

The study, conducted by personal finance website SmartAsset, found average pay in Waller County rose 48 percent from 2021 to 2026. The county’s average weekly pay climbed from $891 to $1,323 during that period.

Manufacturing ranks as the No. 1 employment sector in Waller County, accounting for about 4,500 workers, according to Executive Pulse. Those workers earn an average pay of $77,442 per year.

Waller County powers up its manufacturing hub

Waller County’s manufacturing economy keeps expanding, almost certainly contributing to the 48 percent spike in average pay from 2021 to 2026.

Grundfos, the world’s largest producer of water pumps, broke ground in June on a manufacturing plant at its Brookshire campus. The Danish company’s U.S. headquarters is in Brookshire. In conjunction with the groundbreaking, Grundfos opened the Grundfos Academy Americas training center.

The new 143,000-square-foot facility will make pump systems and water technology, primarily for water utilities and commercial real estate landlords.

Grundfos expects construction to be completed by Q3 2027, with the first production lines planned to start in Q4 of next year.

“Our growing presence in Brookshire reflects both our confidence in the U.S. market and our long‑term commitment to investing where our customers and partners need us most,” Grundfos CEO Poul Due Jensen said in a release.

Another manufacturer, TMEIC Corporation America, recently opened its third U.S. plant at Twinwood Business Park in Brookshire. The 280,000-square-foot facility, which eventually might employ 500 people, makes uninterruptible power supply units and medium-voltage power drives. The $65 million plant includes a customer training center and tech development labs.

The Twinwood facility is the largest of TMEIC’s 13 factories around the world.

TMEIC’s two other U.S. manufacturing plants are in the Houston area. The company’s North American headquarters is in the Houston Energy Corridor.

Perhaps the biggest recent manufacturing prize for Waller County: Austin-based electric vehicle maker Tesla’s new 1.65 million-square-foot factory at Brookshire’s Empire West Industrial Park. The $200 million plant, expected to employ up to 1,500 people by 2028, produces utility-scale batteries for energy storage.

Other major manufacturers in Waller County include Daikin North America and Igloo.

Pay growth around the region

Here’s a rundown of 2021-26 pay growth in the Houston metro’s eight other counties, according to SmartAsset.

  • Austin County — 42 percent
  • Chambers County — 37 percent
  • Harris County — 33 percent
  • Liberty County — 31 percent
  • Montgomery County — 29 percent
  • Fort Bend County — 28 percent
  • Galveston County — 26 percent
  • Brazoria County — 23 percent

Statewide, Dickens County, outside of Lubbock, saw the most significant growth in wages. According to the study, wages grew by 212 percent over the five years, from $707 per week in 2021 to $2,204 per week in 2026.

Among all Texas counties, Waller was ranked No. 44 on the report.

Small counties in the High Plains and West Texas regions saw the largest percent changes in average weekly wage, according to the report. See the full findings here.

Houston team’s breakthrough device leads innovation news to know

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Editor's note: September brought exciting headlines across the Houston innovation sector — from a breakthrough device for spinal injury treatment, to a pharmaceutical giant's Houston groundbreaking. Below, catch up on the five biggest innovation stories published on InnovationMap from September 16-30, 2026.

Houston researchers develop breakthrough device that could bypass spinal injuries

Scientists at Houston Methodist have announced a significant leap forward for spinal cord injury recovery. The researchers have developed a device that essentially bypasses spinal injuries, allowing signals from previously “lost” functions to reach the brain, a new study published in Nature Communications shows. Continue reading.

Eli Lilly breaks ground on $6.5B pharmaceutical factory in Houston

Leading pharmaceutical company Eli Lilly broke ground September 21 on its $6.5 billion manufacturing site at Houston's Generation Park. The 236-acre, state-of-the art factory is expected to come online in 2030 and will manufacture Foundayo, the company's first synthetic oral GLP-1 medication, as well as other advanced therapeutics. Continue reading.

Abbott assembles expert team to help lure U.S. Space Academy to Texas

State Rep. Greg Bonnen of Friendswood has been tapped to lead a new team that will promote Texas as the future home of the U.S. Space Academy. Bonnen, a neurosurgeon, chairs Houston Physicians’ Hospital and the powerful Texas House Appropriations Committee. His House district is close to NASA’s Johnson Space Center. Gov. Greg Abbott appointed the seven-member team. Continue reading.

5 must-know fall application deadlines for Houston innovators

As fall reaches full swing, Houston's innovation scene is calling on the latest batch of founders and startups looking to make a difference. A number of accelerators have opened applications. See which might be a good fit for you or your venture, and take careful note of the deadlines. Continue reading.

Houston college joins inaugural workforce accelerator supported by Google

Houston City College (HCC) is one of 15 community colleges from around the country to be selected for the first-ever Workforce Futures Accelerator. The accelerator focuses on helping colleges embed virtual, employer-sponsored training opportunities into short-term workforce training programs, giving participants access to opportunities that they might otherwise receive through internships or other "work-based learning" stints. Continue reading.

10+ can't-miss Houston business and innovation events for October

where to be

Editor's note: Healthcare and energy conferences headline this month's slate of innovation events in Houston. But there's also time for family-friendly gatherings and pickleball socials. Here’s what not to miss in October and how to register. Please note: this article may be updated to add more events.

Oct. 2 — Joy in Medicine Initiative Symposium

The Houston Methodist Joy in Medicine Initiative Symposium will explore the power of connection in enhancing professional fulfillment for clinicians and healthcare teams, this year with the theme of "Forging New Paths: Leadership, Connection & Innovation to Sustain Joy in Medicine." Hear from Dr. Shlomit Schall, Houston Methodist Physician Organization president and CEO and chief physician executive; Houston Methodist CEO Marc Boom; and Dr. Albert Wu, from Johns Hopkins, author of Therefore, Let us Rejoice: Sustaining Joy in Medicine. Stick around for a networking happy hour.

This event is Friday, Oct. 2, from 8:30 a.m.-4:30 p.m. at Thompson Houston on Allen Parkway. Find more information here.

Oct. 6-7 — Hydrogen Americas Summit and Exhibition

Hydrogen Americas delivers an unparalleled opportunity to explore how hydrogen integrates with CCUS and other energy solutions under the new U.S. and Americas energy paradigm. This event moves to Houston in 2026, providing unmatched access to industry leaders and opportunities. The summit will include CCUS-dedicated sessions integrated directly into the conference programming, providing deeper insights into carbon capture, utilization and storage. Look forward to networking opportunities to connect with global suppliers, regional developers and key policymakers.

This event begins Oct. 6 at George R. Brown Convention Center. Register here.

Oct. 6-7 — Annual Energy Summit — Energy, Risk, and Geopolitics

The 10th annual energy summit is co-hosted by Baker Botts and the Center for Energy Studies at Rice University's Baker Institute. This year's summit, “Energy, Risk, and Geopolitics,” will explore how a changing geopolitical landscape and shifts in supply chain risks are impacting investment, innovation and market dynamics. The two-day program will include discussions spanning petroleum and LNG markets, critical minerals, electricity reliability, AI and power demand.

This event begins Oct. 6 at 7:30 am at James A Baker III Hall. The event will also be livestreamed. Register here.

Oct. 7 – Rockets Get You to Orbit. Culture Gets You to Stay

The Ion will host a morning discussion exploring humanity’s future in space. The event will feature Rick Tumlinson, author of Why Space? The Purpose of People; Scott Solomon, author of Becoming Martian; and David Alexander and Alexander Regier of Rice University’s new Space Humanities Initiative. The conversations will be moderated by EarthLight Foundation Director Junaid Mian.

This event is Wednesday, Oct. 7, from 8:30-11 a.m. at the Ion. Register here.

Oct. 8 — Greentown Labs’ Fall Pickleball Social

Greentown Labs hosts its fall social at Pickle Lab HTX this month. Enjoy friendly matches, networking and light bites. All skill sets are welcome.

This event is Thursday, Oct. 8, from 5:30-7:30 p.m. at Pickle Lab HTX. Register here.

Oct. 10 – Ion Family Tech Festival

Bring the whole family out to the second Ion Family Tech Festival. Kids will get to participate in hands-on STEAM workshops and learn more about STEAM-related careers.

This event is Saturday, Oct. 10, from 9 a.m.-12 p.m. at the Ion. Register here.

Oct. 13 – Mercury Fund Day at the Ion

Don’t miss the latest installment of Mercury Fund Day at the Ion, previously known as Software Day. The recurring monthly event features office hours (by application), a keynote and networking opportunities.

This event is Tuesday, Oct. 13, from 3:30-7 p.m. at the Ion. Register here.

Oct. 14 — Future of Global Energy Conference

This October, the sixth annual Future of Global Energy Conference kicks off, convening influential leaders from across energy, technology, finance and public policy who will come together to explore the forces defining the next era of global energy and Houston’s role in shaping it. Ryan Lance, Executive Chairman of ConocoPhillips and 2027 Chair of the Greater Houston Partnership’s Board of Directors, is the keynote speaker for this year’s conference, bringing a global perspective on rising demand, market volatility and Houston’s role in the next era of energy growth.

This event takes place Oct. 14 at the Marriott Marquis. Register here.

Oct. 17 — Energy Day 2026

Energy Day Houston is the nation’s largest free, family-friendly STEM festival. It features over 50 interactive exhibits and live demonstrations focused on traditional and emerging energy career paths to power up your curiosity.

This event begins at 11 a.m. on Oct. 17 at Sam Houston Park. Get details here.

Oct. 22 — Rice360 Innovation for Healthcare Access Conference

Researchers and innovators from Rice University, the Texas Medical Center, non-profit organizations, healthcare providers and others will come together to explore gaps in healthcare at the Innovation for Healthcare Access Conference. The event will feature speakers, workshops and case study presentations and will focus on innovations for the health of women and children in underserved rural and urban communities across Texas.

This event is Thursday, Oct. 22, from 8 a.m.-5 p.m. at the Rice University BioScience Research Collaborative (BRC). Register here.

Oct. 28-29 – TiECon 2026

TiE Houston, TiE Dallas and TiE Austin are joining forces to host TiEcon Texas 2026 at the Ion this month. The event will focus on how automation, artificial intelligence and emerging technologies are reshaping Texas industries, the economy and daily life. The conference will feature keynotes, panels, fireside chats and the TiE Hatch Pitch Competition.

This event starts Thursday, Oct. 29, at the Ion. Register here.