AI and ML have ceased to be distant dreams of the future, becoming accessible tools that can revolutionize the way startups and small businesses operate. Photo via Getty Images

In today's fast-paced and technologically driven world, artificial intelligence and machine learning have emerged as transformative technologies that hold immense potential for startups and small businesses. While AI was once perceived as the domain of large corporations, it has become increasingly accessible, enabling startups and small businesses to leverage its capabilities to drive growth, enhance efficiency, and gain a competitive edge.

To start, AI is computer software that mimics the ways humans think in order to perform complex tasks, such as analyzing. ML is a subset of AI that uses algorithms trained on data to produce models that can perform complex tasks. The terms are often interchangeable.

Let’s explore how startups and small businesses can tap into the power of AI and ML right now to make a tangible impact on their business operations.

1. Streamlining Operations with Intelligent Automation

One of the primary advantages of AI and ML is their ability to automate repetitive and time-consuming tasks. Startups and small businesses can employ AI-powered chatbots to handle customer inquiries, freeing up valuable human resources and improving response times. Using chatbots in the past has been associated with a negative customer experience but is now more personal due to natural language processing (NLP) and offers the quick, convenient experience customers are looking for. ML algorithms can also automate data entry, data analysis, and report generation, reducing errors and boosting productivity. If you’re a business with regular customer interaction, you can implement a chatbot service. There are many chatbot service providers to explore with different price points.

2. Personalized Customer Experiences

AI and ML algorithms excel at processing vast amounts of data and extracting meaningful insights. By leveraging customer data, startups and small businesses can employ AI-driven recommendation systems to deliver personalized product recommendations, tailored marketing campaigns, and customized user experiences. This level of personalization enhances customer satisfaction, engagement, and ultimately, loyalty. For businesses with large amounts of data, you can implement a machine learning model into a basic application such as Excel. Just like chatbot service providers, there are many ML applications to choose from.

3. Enhanced Decision-Making with Predictive Analytics

Startups and small businesses often face the challenge of making informed decisions amidst uncertainty. AI and ML models can analyze historical data, identify patterns, and generate accurate predictions for various business aspects, such as demand forecasting, sales projections, and inventory management. Armed with these insights, business owners can make data-driven decisions that optimize their operations, reduce costs, and maximize profitability. Similar to creating a personalized customer experience, businesses can use ML to sift through large amounts of data, providing insights into trends not just with text, but also intention.

4. Improving Marketing and Sales Strategies

AI and ML have revolutionized marketing and sales strategies, offering startups and small businesses the ability to target the right audience with precision. Natural language processing (NLP) enables sentiment analysis, allowing businesses to gauge customer opinions and adapt their strategies accordingly. AI-powered tools can also automate lead generation, lead scoring, and customer segmentation, enabling businesses to focus their efforts on high-potential leads and optimize conversion rates. Many common CRM platforms incorporate AI with price points for small businesses.

5. Enhanced Cybersecurity and Fraud Detection

Startups and small businesses are not immune to cyber threats and fraudulent activities. AI and ML can fortify their security measures by analyzing network traffic patterns, detecting anomalies, and identifying potential threats. ML algorithms can detect fraudulent transactions in real-time, safeguarding businesses from financial losses. By deploying AI-driven cybersecurity measures, startups and small businesses can protect their data and ensure the trust of their customers.

6. Efficient Supply Chain Management

For startups and small businesses that rely on efficient supply chain management, AI and ML offer significant benefits. These technologies can optimize inventory levels, anticipate supply chain disruptions, and streamline logistics. By analyzing historical data and real-time information, AI algorithms can identify optimal delivery routes, reduce transportation costs, and minimize delays. This level of efficiency contributes to better customer service and higher customer satisfaction.

AI and ML have ceased to be distant dreams of the future, becoming accessible tools that can revolutionize the way startups and small businesses operate. It is crucial to recognize that successful implementation of these technologies requires careful planning, data quality, and ongoing monitoring. Startups and small businesses that embrace AI and ML now will position themselves as industry leaders, driving growth, and securing a competitive advantage in the dynamic business landscape of today and tomorrow.

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Terence Low is the founder and CEO of Codistas IT Services.

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Houston startup’s brain implant for depression advances to clinical trial

moving forward

Houston-based Motif Neurotech has received FDA approval to move forward with its first clinical trial for its innovative way to fight treatment-resistant depression and other mental health disorders.

The company has developed a brain-computer interface technology based on research from Rice University. The blueberry-sized, wirelessly powered implantable device known as the Digitally-programmable Over-brain Therapeutic (DOT) stimulator delivers electrical stimulation to brain circuits linked to depression. The DOT stimulator sits in the skull above the dura without touching the brain and is considered an alternative to transcranial magnetic stimulation, which requires multiple treatment sessions and can cause headaches.

“The goal for this technology is that it would be the mental health equivalent of a continuous glucose monitor for diabetes,” Jacob Robinson, a Rice University professor of electrical computer engineering and bioengineering and CEO of Motif Neurotech, said in a news release. “What has been really special for me personally on this journey is to be able to work all the way from a concept through the process of research and development funded by the federal government at Rice, and take that into a product that is going to affect people’s lives for the better.”

Eligible adults whose depression has not improved after trying multiple therapies can take part in the study. The clinical trial will be conducted in collaboration with Baylor College of Medicine, Brain Health Consultants (Houston), UT Health Houston, Massachusetts General Brigham, Emory Healthcare, University of Iowa, University of Utah Health and New York University, according to Rice.

Motif also announced that it was one of the first teams selected for ARPA-H’s EVIDENT initiative, which recently awarded up to $139.4 million to spur new, effective therapies for behavioral health. Through the initiative, Motif will collect additional data alongside its clinical trial.

“The idea with this funding is to support a number of teams who have rapid-acting interventions for a mental health condition and to collect additional data to help determine with greater precision whether a treatment is working, how it is working and which patients are benefitting most from which course of treatment,” Robinson added in the release.

Motif Neurotech was spun out of Robinson’s and Professor Kaiyuan Yang’s labs at Rice, along with collaborators and co-founders Dr. Sameer Sheth at Baylor College of Medicine and Dr. Sunil Sheth at the University of Texas Health Science Center at Houston. It was founded through the Rice Biotech Launch Pad. The company closed its Series A round with an oversubscribed $18.75 million last year.

New immersive experience Time Mission clocks into Houston this summer

It's Time

Time for a new immersive experience to come to Houston: Time Mission, a kid-friendly, team-based adventure, is scheduled to land at the Marq-E Entertainment District in summer 2026.

Created by LOL Entertainment, a location-based entertainment company specializing in immersive attractions, Time Mission blends physical and mental challenges in a fast-paced experience, a release says. Players take on real-world tasks like cracking codes, dodging lasers, solving riddles, and exploring hidden tunnels to earn points for their team.

Racing through 25-plus unique portals, teams of two to five players embark on a time-travel journey across the past, present, and future, all while collecting points and battling the clock. The website says the attraction is appropriate for "players age 6 to 106."

“We’ve seen a shift in how people seek entertainment, choosing immersive adventures that foster connection and excitement," says Rob Cooper, CEO of LOL Entertainment, in the release. "We’re excited to introduce [Texas] to an experience where strategy, innovation, and teamwork collide."

There are currently Time Mission locations in Pennsylvania, New York, Rhode Island, Virginia, Illinois, and Belgium. Dallas will be the first Texas location, followed by Houston.

Immersive attractions have been popular in Houston for several years, from Meow Wolf just north of downtown to interactive experiences dedicated to balloons and more.

Time Mission will be located in a 10,000-square-foot space at the Marq-E Entertainment District (7620 Katy Fwy., Ste. 355). The exact opening date will be announced at a later time.

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This article originally appeared on CultureMap.com.

7+ can't-miss Houston business and innovation events in May

where to be

Editor’s note: Houston is living up to its nicknames as Space City and the Energy Capital of the World this month with a lineup of insightful talks, pitch days and industry conferences. Plus, there are opportunities to network over crawfish, learn about brain health and more. Here’s what not to miss and how to register. Please note: this article may be updated to add more events.

May 7 – Ion Block Party and Crawfish Boil

Head to this special edition Block Party, featuring a crawfish cook-off competition among the Ion’s businesses. Competing teams include Transwestern, Microsoft, Rice Alliance, Rice Nexus, South Main Baptist, Per Scholas, Industrious and many others. Taste test crawfish while supplies last, and sip a complimentary drink from Second Draught.

This event is Thursday, May 7, from 4-7 p.m. at the Ion. Register here.

May 12 – Why the Next Decade of Breakthrough Brain Tech Matters For You, and What to Do About It

Hear from Matias Serebrinsky, co-founder and general partner of San Francisco-based PsyMed Ventures, at this talk presented by EO Houston. Serebrinsky will discuss why founders are disproportionately affected by brain health issues and look at breakthrough brain and mental health tech.

This event is Tuesday, May 12, from 11:20 a.m.-1 p.m. at Tony's on Richmond Avenue. Register here.

May 18-19 — Geothermal Transition Summit North America

This two-day summit serves as the meeting point for the geothermal and oil and gas industries and will focus on geothermal energy, including scaling plants and navigating state regulations. The event promises 40 expert speakers, 15 exhibition spaces, and networking opportunities with 250 industry decision makers.

This event begins May 18 at Norris Conference Center. Register here.

May 19 – IOT Innovation Day

IoT Innovation Day will present a series of fast‑paced, 15‑minute tech talks focused on the future of connected devices. These sessions feature insights from founders, engineers, product innovators and industry leaders. Attendees are also invited to sign up to present their own tech talk showcasing their expertise, startup or solution.

This event is Tuesday, May 19, from 10 a.m.-6 p.m. Register here.

May 20-21 — ESF North America

ESF North America returns for its 5th edition, under the theme of “innovation and adaptation.” Attendees will explore how technology, innovation, and collaboration can drive a resilient, competitive refining and chemicals industry.

This event begins May 20 at The Westin Oaks Houston at the Galleria. Register here.

May 21 – AI + Energy Sector Pitch Day

Hear from startups powering the AI boom or using AI to support the energy transition at Greentown's latest installment of its Sector Pitch Day series. Brian Walker, program manager for emerging technologies in the U.S. Department of Energy’s Building Technologies Office, will present the keynote address. Six Greentown startups will present pitches, as well as others from IMPEL, a DOE tech-to-market program, and more. Stick around for a networking happy hour.

This event is Thursday, May 21, from 1:30-6:30 p.m. at the Ion. Register here.

May 28 – NASA Stories at the Ion: A Conversation with NASA’s Artemis II Orion Vehicle Manager Branelle Rodriguez

NASA’s Artemis II Orion Vehicle Manager Branelle Rodriguez will discuss what it took to ready the spacecraft for its mission and return to Earth at this special installment of NASA Stories. Rodriguez will share insights on Orion’s high-speed reentry, the views of the Moon and Earth witnessed by the crew, and what’s next for Orion on NASA’s upcoming Artemis missions in 2027 and 2028. Complimentary breakfast and networking take place before each talk.

This event Thursday, May 28, from 8:30-10 a.m. at the Ion. Register here.

May 28 – NASA Tech Talks: Texas-France Space Hub Business Accelerator Initiative

NASA Tech Talks is partnering with the Rice Space Institute (RSI) this month to host the second cohort of the Texas-France Space Hub in Houston. The hub aims to unite academic institutions and private enterprises to expand commercial space presence in both countries. Startups from the hub will present during the event, followed by drinks and networking at Second Draught.

This event Thursday, May 28, from 6-7 p.m. at the Ion. Register here.