In a world of driver-less cars and artificial intelligence, companies have an increased need to focus on safety in the workplace. Getty Images

New technologies — driverless vehicles, delivery drones, and AI — are making an accelerated push into operational excellence across industries, and are generating a lot of attention. Hype notwithstanding, we need to also think also about safety and risk and how to prevent safety incidents before they occur so that safety operates in partnership with new technologies and innovation.

Today, safety as process that is wrapped into ones' organizational culture requiring companies to look beyond intended performance and innovation breakthroughs, to their own assumptions about safety. And how it works and does not work, despite best efforts, financial investments and operations programs that are intended to create a culture that is incident free in the workplace.

When firmly in place, an effective safety culture instills an environment where employees differentiate between events which, while detrimental to performance, have low probability of generating an incident, and those with seemingly minimal impact on performance, yet high probability of escalation into full-blown safety incidents, accidents and sometimes deaths.

Six safety principles

Creating safety in the workplace requires a new and different mindset which incorporates six sustainable safety behaviors:

  1. Leadership consistently practice positive regard and good intent to articulate, demonstrate and reinforce employee behaviors that exemplify a commitment to safety.
  2. Leadership clearly communicate safety objectives and provide employees information to enable and empower employees to make value-based decisions and set priorities consistent with their levels of accountability and roles in the organization.
  3. Leadership supports employees identifying real and perceived barriers to a safe environment in compliance with policies, regulations and risks.
  4. Leadership practice positive employee regard to encourage, and assume good intent to accept, constructive challenges to policies and practices that have little or no value.
  5. Leadership support and create an environment in which commitment to identify risks during the course of one's work activities and take action, when first seen, creates a mindset that will genuinely transform the organization.
  6. Leaders are visible and consistently viewed by employees as champions of safety every day.

Safety mindset threats

Many current safety efforts occur after the incident takes place. In other words, after an injury happens — someone falls off a lift, for example — actions are taken to prevent similar injuries in the future. This is known as reactive safety and is not an ideal solution. If we can determine the why of an accident, safety can become proactive.

An effective safety program trains everyone, and encourages safety precautions, as well as strives to understand and reduce risk, rather than waiting for an accident to occur.

With an effective safety program in place your focus is always on preventing injuries before they occur and targeting 80 to 90 percent of the risk. Through utilization of this kind of process worker-controlled program, precautions can prevent injuries, reinforces these behaviors, identifies and removes systems, conditions and obstacles that make it difficult or impossible to take the right precautions.

In addition, employees may be practicing vicious compliance, in contrast to authentic commitment to process safety, in which they follow management's policies, procedures and other mandates "to the letter", even in situations where other choices would make more sense.

The workforce may act unilaterally based on their own assumptions, for example:

  • "They talk a good game about process safety, but I know it's really about getting the work done. I'll operate to get the desired production rate, even if this pushes the equipment to its limit." Indeed, the oft-ignored employee assumption and resulting belief is that production trumps process safety.
  • Employees' reliance upon personal experience to evaluate risk of low-frequency events: "As an employee, my experience teaches me that I've worn my personal protective equipment 100 times and there has never been an incident. So, if I don't wear it this one time, especially since I am so busy, it seems to me that the associated risk of an incident is quite low. So, why does management constantly 'get on me' about wearing it? Aren't there more important issues facing us?"

Routine behavior often includes silence or compliance, but with little challenge of issues or conversation about what could or might happen. As a result, management may perceive that all is well when in fact employees have significant concerns and issues.

To avoid major safety incidents, both known and unknown, an organization can take process safety to the next level by:

  • Exploring and challenging deeply-held beliefs, values, and assumptions by examining the underlying antecedents of process safety behaviors and utilizing new technology systems that shut down operation when a safety situation is first detected before an incident occurs.
  • Achieving the desired operational discipline, including paperless documentation, setting expectations, defining critical cyber secure procedures, and linking executive bonuses to achieving safety goals.
  • Focus on practicing a leveraged safety program that delivers results in the most effective and efficient mean possible by frequently focusing on decreasing threats, risks and increasing attention and communications to prevention, detection and correction.

The ultimate effective safety process and program relies upon effective use of new technologies in the workplace self- and organizational awareness, and the constant, never-ending focus on safety everyday and minute that we spend in the workplace.

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Mark Hordes is principal at Houston-based Mark Hordes Management Consultants LLC, an organizational consulting advisory.

This Houston business expert has tips on managing change — whatever it is you might be changing. Pexels

Expert answers 5 common questions about change management

Cha-cha-changes

The times they are a changin' and with that comes managing everything from introducing new technology to hiring new senior-level leaders with innovation on the mind. Whether your company is introducing the former, the latter, or a combination of the two, there might be a few questions you have surrounding change management.

1. What is the definition of change management? Isn't it just about communications and training?
Change management is a process by which you engage the workforce in involvement in the change as well as identify where the resistance is, reduce it, and increase the ownership and buy in of the change process with support of the leadership. Communications and training are enablers of change.

2. What has been the biggest challenge companies face in implementing the management of change? How do successful companies overcome this issue?
Resistance to change always shows up whenever you ask people to do something they have not done before. Organizations that think ahead will deploy a short readiness for change survey and run a few focus groups to identify where potential resistance is. Quite often two issues usually rise to the top: "What is in it for me to go along with the change?" and "What will not change?"

Both of these issues require good communications before any change effort is begun. Several companies have set up hotlines to address rumors and also ran town hall meetings, email blasts, electronic bulletin boards, and newsletters with frequently asked questions, before any major change work in is undertaken.

Once the effort is underway it also makes sense to make random call to employees to gage how well the workforce is aware of the change and understanding its impacts.

Being proactive with your communications is key to ascertain the effectiveness of on-going communications, clarity of key messages, frequency of communications, and getting feedback if the right people are communicating at the right time to the right audience.

3. What do companies report to be the biggest failure in applying a change management process, what are the lessons learned from that experience?
Failure of Leaders, managers, and sponsors to go through training first in order for them to be role models for supporting the change. When they failed to do this, the workforce do not believe the leaders and management team are committed to the change. The lesson learned from this is to not only train leaders and managers first, but also have them kick-off training sessions and also teach some aspect of it.

4. What role does stewardship and governance play in a successful change process?
What we are really talking about is sponsorship for change. Sponsorship must exist at various levels of the organization. These are stewards who champion the change process even when progress runs into road blocks. And you must provide sponsors with tools to identify change issues and provide them with change intervention techniques to address whatever comes up; turning problems into opportunities, how to be an active listener, how to ask open-ended questions, etc.

Sponsors also need to report biweekly how they see the change is progressing as listening posts to the organization, and how to process the information from the workforce to ensure that everyone see's first hand that communications and feedback is a positive part of the effort.

5. How do organizations successfully measure change?
It's important to use some form of a balanced scorecard that uses data from survey's and focus groups. Metrics for calibrating, awareness, understanding, buy in, engagement and involvement, as well support are important stages of change that require tracking. These metrics need to be established early on and tracked monthly throughout the change journey. If you can't measure it, you probably cannot change it.

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Mark Hordes is principal at Houston-based Mark Hordes Management Consultants LLC, an organizational consulting advisory.

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Houston scientists develop breakthrough AI-driven process to design, decode genetic circuits

biotech breakthrough

Researchers at Rice University have developed an innovative process that uses artificial intelligence to better understand complex genetic circuits.

A study, published in the journal Nature, shows how the new technique, known as “Combining Long- and Short-range Sequencing to Investigate Genetic Complexity,” or CLASSIC, can generate and test millions of DNA designs at the same time, which, according to Rice.

The work was led by Rice’s Caleb Bashor, deputy director for the Rice Synthetic Biology Institute and member of the Ken Kennedy Institute. Bashor has been working with Kshitij Rai and Ronan O’Connell, co-first authors on the study, on the CLASSIC for over four years, according to a news release.

“Our work is the first demonstration that you can use AI for designing these circuits,” Bashor said in the release.

Genetic circuits program cells to perform specific functions. Finding the circuit that matches a desired function or performance "can be like looking for a needle in a haystack," Bashor explained. This work looked to find a solution to this long-standing challenge in synthetic biology.

First, the team developed a library of proof-of-concept genetic circuits. It then pooled the circuits and inserted them into human cells. Next, they used long-read and short-read DNA sequencing to create "a master map" that linked each circuit to how it performed.

The data was then used to train AI and machine learning models to analyze circuits and make accurate predictions for how untested circuits might perform.

“We end up with measurements for a lot of the possible designs but not all of them, and that is where building the (machine learning) model comes in,” O’Connell explained in the release. “We use the data to train a model that can understand this landscape and predict things we were not able to generate data on.”

Ultimately, the researchers believe the circuit characterization and AI-driven understanding can speed up synthetic biology, lead to faster development of biotechnology and potentially support more cell-based therapy breakthroughs by shedding new light on how gene circuits behave, according to Rice.

“We think AI/ML-driven design is the future of synthetic biology,” Bashor added in the release. “As we collect more data using CLASSIC, we can train more complex models to make predictions for how to design even more sophisticated and useful cellular biotechnology.”

The team at Rice also worked with Pankaj Mehta’s group in the department of physics at Boston University and Todd Treangen’s group in Rice’s computer science department. Research was supported by the National Institutes of Health, Office of Naval Research, the Robert J. Kleberg Jr. and Helen C. Kleberg Foundation, the American Heart Association, National Library of Medicine, the National Science Foundation, Rice’s Ken Kennedy Institute and the Rice Institute of Synthetic Biology.

James Collins, a biomedical engineer at MIT who helped establish synthetic biology as a field, added that CLASSIC is a new, defining milestone.

“Twenty-five years ago, those early circuits showed that we could program living cells, but they were built one at a time, each requiring months of tuning,” said Collins, who was one of the inventors of the toggle switch. “Bashor and colleagues have now delivered a transformative leap: CLASSIC brings high-throughput engineering to gene circuit design, allowing exploration of combinatorial spaces that were previously out of reach. Their platform doesn’t just accelerate the design-build-test-learn cycle; it redefines its scale, marking a new era of data-driven synthetic biology.”

Axiom Space wins NASA contract for fifth private mission, lands $350M in financing

ready for takeoff

Editor's note: This story has been updated to include information about Axiom's recent funding.

Axiom Space, a Houston-based space infrastructure company that’s developing the first commercial space station, has forged a deal with NASA to carry out the fifth civilian-staffed mission to the International Space Station.

Axiom Mission 5 is scheduled to launch in January 2027, at the earliest, from NASA’s Kennedy Space Center in Florida. The crew of non-government astronauts is expected to spend up to 14 days docked at the International Space Station (ISS). Various science and research activities will take place during the mission.

The crew for the upcoming mission hasn’t been announced. Previous Axiom missions were commanded by retired NASA astronauts Michael López-Alegría, the company’s chief astronaut, and Peggy Whitson, the company’s vice president of human spaceflight.

“All four previous [Axiom] missions have expanded the global community of space explorers, diversifying scientific investigations in microgravity, and providing significant insight that is benefiting the development of our next-generation space station, Axiom Station,” Jonathan Cirtain, president and CEO of Axiom, said in a news release.

As part of Axiom’s new contract with NASA, Voyager Technologies will provide payload services for Axiom’s fifth mission. Voyager, a defense, national security, and space technology company, recently announced a four-year, $24.5 million contract with NASA’s Johnson Space Center in Houston to provide mission management services for the ISS.

Axiom also announced today, Feb. 12, that it has secured $350 million in a financing round led by Type One Ventures and Qatar Investment Authority.

The company shared in a news release that the funding will support the continued development of its commercial space station, known as Axiom Station, and the production of its Axiom Extravehicular Mobility Unit (AxEMU) under its NASA spacesuit contract.

NASA awarded Axiom a contract in January 2020 to create Axiom Station. The project is currently underway.

"Axiom Space isn’t just building hardware, it’s building the backbone of humanity’s next era in orbit," Tarek Waked, Founding General Partner at Type One Ventures, said in a news release. "Their rare combination of execution, government trust, and global partnerships positions them as the clear successor-architect for life after the ISS. This is how the United States continues to lead in space.”

Houston edtech company closes oversubscribed $3M seed round

fresh funding

Houston-based edtech company TrueLeap Inc. closed an oversubscribed seed round last month.

The $3.3 million round was led by Joe Swinbank Family Limited Partnership, a venture capital firm based in Houston. Gamper Ventures, another Houston firm, also participated with additional strategic partners.

TrueLeap reports that the funding will support the large-scale rollout of its "edge AI, integrated learning systems and last-mile broadband across underserved communities."

“The last mile is where most digital transformation efforts break down,” Sandip Bordoloi, CEO and president of TrueLeap, said in a news release. “TrueLeap was built to operate where bandwidth is limited, power is unreliable, and institutions need real systems—not pilots. This round allows us to scale infrastructure that actually works on the ground.”

True Leap works to address the digital divide in education through its AI-powered education, workforce systems and digital services that are designed for underserved and low-connectivity communities.

The company has created infrastructure in Africa, India and rural America. Just this week, it announced an agreement with the City of Kinshasa in the Democratic Republic of Congo to deploy a digital twin platform for its public education system that will allow provincial leaders to manage enrollment, staffing, infrastructure and performance with live data.

“What sets TrueLeap apart is their infrastructure mindset,” Joe Swinbank, General Partner at Joe Swinbank Family Limited Partnership, added in the news release. “They are building the physical and digital rails that allow entire ecosystems to function. The convergence of edge compute, connectivity, and services makes this a compelling global infrastructure opportunity.”

TrueLeap was founded by Bordoloi and Sunny Zhang and developed out of Born Global Ventures, a Houston venture studio focused on advancing immigrant-founded technology. It closed an oversubscribed pre-seed in 2024.