Early and effective stakeholder outreach is a key part of a successful project. Getty Images

Often times we think of technology as innovation. But innovation and the success derived from it is not always about technological advances.

Technological advances have driven innovation in all sectors of our economy. Technology and social media have driven social change and changed how stakeholders— the public and outside influencers — impact infrastructure and construction projects, and how they advocate with policy leaders. This includes the energy, utilities, infrastructure, real estate projects, and manufacturing industries.

Often times the innovation from technology is about a new way of thinking and how one adapts to, works with, and embraces technology and how it impacts a business or an industry. It is about a willingness to do things differently because technology now drives us to think creatively and differently than in the past. It is taking a new approach to how one manages risk, solves problems and meets the challenges facing a business or an industry.

Technology has changed how we communicate as a culture. It has changed how the public communicates with business and how business has to communicate with the public. Because of the growth and influence of social media in our culture, business must now mange a new kind of risk in the risk register of a project. It has to change how it interacts and communicates with stakeholders. It has to be more attentive and listen actively compared to how it operated in the past. Gone are the days when a project manager, private equity firm/investor or company developing a project can "keep their head down so they don't get shot at."

I listed the many industries that are impacted by social media. There is no better example of an industry that has had to change and use innovative and new ways of communicating due to technology. Regardless of the energy project, the development of oil & gas, building a pipeline, new utility lines, a refinery or chemical facility the industry now has to assess who their stakeholders are, listen to them attentively, and develop a strategic plan for outreach. If a company changes how they interact with stakeholders the associated risks will be minimized, mitigated and/or reduced.

There are a plethora of energy projects I can list that highlight how a business failed to innovate in response to how they failed to adapt to, work with and embrace the technology of social media and how it impacts them. One project sums it up, Keystone.

Effective stakeholder outreach has four parts: identification, analysis, prioritization and engagement.

Identification
The first step is to identify the stakeholders. This includes those who will be directly or indirectly impacted such as local, state and federal political leaders, NGOs, media, faith-based groups, landowners, civic leaders, nearby businesses and advocacy groups.

Analysis
The analysis is an evaluation of possible risks related to the stakeholders and the community where the project is planned such as stakeholders who might be opposed to the project, have concerns or be able to influence the process in any way. Have there been issues in the community or legislative bodies that might have a negative impact?

Prioritization
Prioritization is the process of taking the results from the analysis of stakeholders and determining what risks or issues exist. These risks are ranked. Strategies and tactics are developed to address and mitigate them. Finally, a determination is made regarding how and when to communicate with stakeholders.

Engagement
Engagement is the final part of stakeholder outreach. This is the process of communicating with stakeholders to explain the project and how they will be impacted. It will also serve as an opportunity to solicit feedback and insight as well as to continue analyzing risks from stakeholders.

Early and effective stakeholder outreach is a key part of a successful project. It is a new and innovative way of thinking about how to understand and mitigate project risk. It is a willingness to change because technology has shifted how our culture communicates, advocates and engages with business, policy leaders and one another.

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Andrew Biar is founder and president of Strategic Public Affairs, a government relations and PR/communications firm based in Houston.
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Houston university to launch master’s in artificial intelligence

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Houston’s Rice University will welcome students to its new Master of Artificial Intelligence (MAI) program next fall, the college announced last week.

The program, which will begin taking applications this fall, is geared toward students with a computer science background as well as working engineers, scientists and technologists as they pursue careers that create and deploy AI. It will be part of Rice’s Department of Computer Science.

The new graduate degree comes after Rice created its Bachelor of Science in AI program in 2025.

Students enrolled in the 30-credit-hour, non-thesis professional degree program will prepare for prospective jobs as AI architects, applied AI researchers and AI and machine learning engineers, according to a news release.

“AI is rapidly moving from research laboratories into the systems that shape how we work, learn and solve complex problems,” Luay Nakhleh, Dean of the George R. Brown School of Engineering and Computing, said in the release. “The MAI will give students the technical depth and practical experience to build these systems responsibly.”

The on-campus degree program will include coursework in AI foundations and traditional, hands-on learning over its three-semester duration. Students will have easy access to faculty and have the opportunity to collaborate in small cohorts. The program includes a required internship before completion.

Chris Jermaine, chair of Rice’s Department of Computer Science, says Houston is well-positioned to connect students with industries where AI is increasingly being used, including health care, energy, aerospace, finance and technology.

“The Master of Artificial Intelligence reflects the graduate education Rice is working to advance: rigorous, forward-looking and connected to the challenges graduates will encounter in their careers,” Jermaine said in the release. “Combining strong academic foundations with practical experience will prepare students to contribute thoughtfully and responsibly as AI continues to evolve.”

Other Texas universities offer similar degrees, like Texas A&M's online Master of Science in Artificial Intelligence, Baylor’s Master of Science in Artificial Intelligence (MSAI+), University of Houston Downtown’s Master of Science in Artificial Intelligence program, and University of Texas at Austin’s online master’s in AI.

MAI works as part of Rice’s Momentous strategic plan that incorporates responsible AI use, according to the university.

Tech giant Meta opens first Texas retail store in Houston's Galleria

Metaverse

Social media giant Meta has arrived in Houston with a new store that allows shoppers to go hands-on with all of its products. The Meta Lab, which offers an immersive retail experience, is now open daily on level two of the Galleria.

Shoppers will find all of Meta’s virtual reality products at the store, including including Meta Glasses, Ray-Ban Meta, Meta Ray-Ban Display, Oakley Meta HSTN, and Oakley Meta Vanguard. People can also try out demos of the company’s virtual reality gaming headsets, the Meta Quest 3 and Meta Quest 3S.

Visitors are encouraged to put the devices on in order to experience what it’s like to wear and use them. Those who need prescription lenses for their Meta glasses can order those at the store, too.

It is the ninth Meta Lab to open nationwide and the first in Texas.

Prices start at about $225 for Ray-Ban Meta glasses and go up to $799 for the Meta Ray-Ban Display, which has an in-lens display for updates and other information. Meta Quest runs from $349 to $599.

"Our approach to experiential retail is rooted in culture, creativity, and self-expression, and we're committed to building a space that reflects the Houston community," a spokesperson told the Houston Chronicle. "We look forward to welcoming people into a new experience to get hands-on with our AI glasses and VR products."

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This article first appeared on CultureMap.com.

5 must-know fall application deadlines for Houston innovators

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Editor's note: 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. Read below to see which might be a good fit for you or your venture. And take careful note of the deadlines. Please note: this article may be updated to include additional information and programs.

Did we miss an accelerator or competition accepting applications? Email innoeditor@innovationmap.com for editorial consideration.

Texas Life Science Forum

Deadline: Oct. 2

Details: Ventures can apply to present at the 15th annual Texas Life Science Forum, hosted by BioHouston and Rice Alliance. Participants will meet during office hours with venture capitalists, tech scouts, corporate venture groups and angel investors, and present their pitches in a public forum. Pitches take place on Nov. 10 and office hours are held Nov. 11. Find more information here.

Greentown Lab's Go Make 2027: Advanced Carbon Materials with ExxonMobil

Deadline: Oct. 9

Details: Greentown Labs is seeking applications from startups developing novel carbon-based technologies for its latest Go Make cohort in conjunction with ExxonMobil. The structured accelerator is designed to facilitate validation activities and explore potential long-term collaborations with Exxon, according to Greentown. Founders will have the opportunity to engage directly with industry leaders to test, validate and scale their carbon technologies in real commercial contexts. The program tentatively starts on Jan. 20, 2027 and concludes June 16, 2027. Find more information here.

Activate's U.S. Fellowship Cohort 2027

Deadline: Oct. 30

Details: Activate supports scientists at "the outset of their entrepreneurial journey." It partners with U.S.-based funders and research institutions to support its fellows in developing high-impact technology. Its fellows receive a living stipend, research and development funding, connections from Activate's robust network of mentors and access to a curriculum specific to the program for two years. Applicants must have a bachelor’s degree and 4-plus years of post-baccalaureate scientific research, engineering or technology development experience. Their work must be based in the physical or biological sciences or related engineering disciplines. Find more information here.

Rice Innovation Fellows

Deadline: Oct. 30

Details: The Liu Idea Lab for Innovation and Entrepreneurship (Lilie)'s Rice Innovation Fellows program supports Rice Ph.D. students and postdocs in turning their research into real-world ventures. Participants receive $10,000 in translational research funding, co-working space and personalized mentorship. Candidates from all Rice engineering and science-related disciplines are encouraged to apply. Find more information here.

The TMC's Accelerator for Cancer Therapeutics

Deadline: Oct. 30

Details: Texas-based ventures and researchers developing a cancer therapeutics project can apply to this accelerator funded by the Cancer Prevention and Research Institute of Texas. The nine-month program runs February-September 2027 and focuses on market research, FDA regulations, intellectual property, licensing, finance, fundraising, legal and other critical areas for cancer-related ventures. Participants will complete the program with at least one grant submission and have the option to pitch to investors, corporate partners, media and other influential guests. Find more information here.