Collaborative for Children is focused on utilizing social-emotional learning robots and coding tech toys. Photo courtesy of Collaborative for Children

Generally, when children are under the age of five, educators believe that they are best suited for and interested in learning, because those are the years in which there is the strongest opportunity to build a broad and solid foundation for lifelong literacy and well-being.

That sentiment is deeply held by Collaborative for Children, the Houston-based nonprofit organization with the mission to meaningfully improve the quality of early childhood education and provide access to cutting-edge technology through its Centers of Excellence to all children, especially those in low-income and marginalized communities.

“The reason the organization was started about 40 years ago is that a group of philanthropists in the greater Houston area suggested that this was so important because 90 percent of the brain develops or grows in the time frame between ages zero to five years of age,” Melanie Johnson, president and CEO of Collaborative for Children, tells InnovationMap.

“And if we were losing children and not preparing them by third grade to be literate, and then subsequently losing them after that for high dropout rates and achievement gaps between poor and affluent children, that this would be the perfect place to start," she continues. "And so, they put the collaborative, the emphasis, and finances collaborative of every, most every early education effort around this region.”

Collaborative for Children’s work in the community is centered around making sure that there is educational equity for all children, regardless of financial status, and providing access to technologies in meaningful ways.

“Ultimately, we want to bridge the digital divide early on so that when children start off their academic journey, they're starting off equipped with the skills to be successful there on,” says Johnson.

Most recently, the institution has focused on utilizing social-emotional learning robots and coding tech toys like the Pepper — the world’s first social humanoid robot able to recognize faces and basic human emotions — and NAO, which resembles human being and stimulates, robots to enhance learning in the classrooms of its Centers of Excellence.

“Technology enhances the learning experience in the Centers of Excellence in ways that a teacher might not be able to,” says Johnson. “Artificial intelligence is used in gamification to allow a child to play and learn while playing.”

For Collaborative for Children, gamification involves transforming typical academic components into gaming themes.

“While playing, the AI gauges the level of skills that they’ve been able to enter into that system and respond with even more challenging tasks or tasks that are still lateral so that they can continue to repeat that skill,” says Johnson.

The socio-emotional learning robots are indeed fascinating, but how does the nonprofit reach these children, and their parents, who might be skeptical of technology?

Ultimately, through the teachers. They draw them in via the technology. If teachers are excited, they act as a conductor of that energy to their students, making their innovative lessons well, electric.

That resonates with most all children, but especially with those diagnosed with autism.

“Robotics like NAO are great for children on the autism spectrum because they are emotionally sensitive and emotionally intelligent,” says Johnson. “They are low sensory, so as NAO runs around the classroom, it can literally have individual and unique conversations with each child based on facial recognition. But most importantly for me, is that this particular robot is able to evaluate children without statistical bias that a teacher might have.

“A teacher might think that because a child confuses the letter D and B, which are basically shaped the same in opposite directions, that they're not learning," she continues. "And the robot will have no prior knowledge in terms of, is this child the better child, or have they been learning throughout the year? The answers are accurate or inaccurate. So, they remove statistical bias when assessing children in the classroom.”

The misconception about teaching technologies is that it’s about screen time. According to Johnson, it’s not. It’s more about interacting with technology.

“We’ve added, you know, all kinds of modern-day technology so that this world that we're preparing these children for 80 percent of the jobs we don't even know will exist when they are adults,” says Johnson. “So, we're just trying to make sure that there is no divide in terms of 21st century skills and 21st century preparation.”

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Collaborative for Children has so many facets to assist children with their early development, but there are inherent challenges when attempting to reach their target audience in low-income and marginalized communities that the organization counters with programs like the Collab Lab, which is a mobile classroom that brings critical, future-focused early childhood education directly to the community at no cost.

Designed to be convenient for families, Collab Lab connects parents and their youngest children with experts, educators, resources, and proven programs whose goal is to make sure that kids have the skills essential to learning from the moment they walk into kindergarten for the first time.

“There are a myriad of challenges in these communities that we serve, specifically with technology,” says Johnson. “When children enter first grade, and especially second grade, they're given notepads, basically, digital notepads, because it's no good in pre-K oftentimes, but it is very helpful for children who will never have access or have limited access to iPads and things of that nature.

“So while we don't want them to be babysat by screen time and have social media impacting their self-image and self-worth, we definitely want them to have appropriate doses and appropriate uses of technology in the early education, so that those barriers that their parents face with limited means, that these children can go to first grade and into the robotics class and be able to be evaluated and assessed on the digital notepads that are required nowadays,” she continues.

While technology is very important, Collaborative for Children also focuses on the critical social and emotional skills children need as they develop and the all too important relationship between children and their parents and teachers.

“Theory leads our work,” says Johnson. “It's all focused on fine motor skills, gross motor skills, social emotional, can a child build rapport with their teacher and with the students around them. Those things are paramount and will never change.

“What we use technology to do is enhance and remove biases from teacher-pupil interaction, but also to bridge any kind of divide in terms of 21st century skills. And in addition to that, we engage the families. So families who might not know about hydro-fueled cars in those communities that we serve will be able to be exposed to those concepts, as well through our group connections or parent partnerships.”

Ultimately, the last thing Collaborative for Children wants is to send children from early learning and childcare environments into the K-12 system unprepared to be successful for the real world.

“At Collaborative for Children,” adds Johnson. “We are continuously pushing the envelope at our Centers for Excellence so that the children that we serve will always be on the cutting edge.

The last thing Collaborative for Children wants is to send children from early learning and childcare environments into the K-12 system unprepared to be successful for the real world. Photo courtesy of Collaborative for Children

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Houston space tech companies land $25 million from Texas commission

Out Of This World

Two Houston aerospace companies have collectively received $25 million in grants from the Texas Space Commission.

Starlab Space picked up a $15 million grant, and Intuitive Machines gained a $10 million grant, according to a Space Commission news release.

Starlab Space says the money will help it develop the Systems Integration Lab in Webster, which will feature two components — the main lab and a software verification facility. The integration lab will aid creation of Starlab’s commercial space station.

“To ensure the success of our future space missions, we are starting with state-of-the-art testing facilities that will include the closest approximation to the flight environment as possible and allow us to verify requirements and validate the design of the Starlab space station,” Starlab CEO Tim Kopra said in a news release.

Starlab’s grant comes on top of a $217.5 million award from NASA to help eventually transition activity from the soon-to-be-retired International Space Station to new commercial destinations.

Intuitive Machines is a space exploration, infrastructure and services company. Among its projects are a lunar lander designed to land on the moon and a lunar rover designed for astronauts to travel on the moon’s surface.

The grants come from the Space Commission’s Space Exploration and Aeronautics Research Fund, which recently awarded $47.7 million to Texas companies.

Other recipients were:

  • Cedar Park-based Firefly Aerospace, which received $8.2 million
  • Brownsville-based Space Exploration Technologies (SpaceX), which received $7.5 million
  • Van Horn-based Blue Origin, which received $7 million

Gwen Griffin, chair of the commission, says the grants “will support Texas companies as we grow commercial, military, and civil aerospace activity across the state.”

State lawmakers established the commission in 2023, along with the Texas Aerospace Research & Space Economy Consortium, to bolster the state’s space industry.

Houston experts: Can AI bridge the gap between tech ambitions and market realities?

guest column

Despite successful IPOs from the likes of Ibotta, Reddit and OneStream, 2024 hasn’t provided the influx of capital-raising opportunities that many late-stage tech startups and venture capitalists (VCs) have been waiting for. Since highs last seen in 2021—when 90 tech companies went public—the IPO market has been effectively frozen, with just five tech IPOs between January and September 2024.

As a result, limited partners have not been able to replenish investments and redeploy capital. This shifting investment landscape has VCs and tech leaders feeling stuck in a holding pattern. Tech leaders are hesitant to enter the public markets because valuations are down 30 percent to 40 percent from 2021, which is also making late-stage fundraising more challenging. After all, longer IPO timelines mean fewer exit opportunities for VCs and reduced capital from institutional investors who are turning toward shorter-term investments with more liquid exit options.

Of course, there’s always an exception. And in the case of a slowed IPO market, a select slice of tech companies—AI-related companies—are far outperforming others. While not every tech startup has AI software or infrastructure as their core offering, most can benefit from using AI to revise their playbook and become more attractive to investors.

Unlocking Growth Potential with AI

While overall tech startup investment has slowed, the AI sector burns bright. This presents an opportunity for companies that strategically leverage AI, not just as a buzzword but as a tool for genuine growth and differentiation. Imagine a future where AI-powered insights unlock unprecedented efficiency, customer engagement and a paradigm shift in value creation. This isn’t just about weathering the current storm of reduced access to capital; it’s about emerging stronger, ready to lead the next wave of tech innovation.

Here's how to navigate the AI frontier and unlock its potential:

  1. Understand that data is the foundation of AI success. AI is powerful, but it’s not magic. It thrives on high-quality, interconnected data. Before diving into AI initiatives, companies must assess their data health. Is it structured in a way that AI can understand? Does it go beyond raw numbers to capture context and meaning—like customer sentiment alongside sales figures? Rethinking data infrastructure is often the crucial first step.
  1. Focus on amplifying strengths, not reinventing the wheel. The allure of AI can tempt companies into pursuing radical reinvention. However, a more effective strategy is to leverage AI to enhance existing strengths and address core customer needs. Why do customers choose your company? How can AI supercharge your value proposition? Consider Reddit’s strategic approach: They didn’t overhaul their platform before their 2024 IPO. Instead, they showcased the value of their vast online communities as fertile ground for AI development, leading to a remarkable first-day stock surge of 48 percent.

  2. Use AI as a customer-centric force multiplier. Companies with a deep understanding of their customer base are primed for AI success. By integrating AI into the very core of their product or service—the reason customers choose them—they can create a decisive competitive advantage based on delivering tangible customer value.

From Incremental Gains to Transformative Growth

This practical, customer-centric approach has the potential to help companies generate immediate growth while laying the foundation for future reinvention. By leveraging AI to optimize operations, deepen customer relationships, and redefine industry paradigms, late-state tech startups can not only survive but thrive in a dynamic market. The future belongs to those who embrace AI not as a destination but as a continuous journey of innovation and growth.

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Hong Ogle is the president of Bank of America Houston. Rodrigo Ortiz Gomez is a market executive in Bank of America’s Transformative Technology Banking Group as well as the national software banking lead for the Global Commercial Bank.

Houston joint venture secures $5.2M for AI-powered methane tracking tech

Fresh Funds

Houston-based Envana Software Solutions has received more than $5.2 million in federal and non-federal funding to support the development of technology for the oil and gas sector to monitor and reduce methane emissions.

Thanks to the work backed by the new funding, Envana says its suite of emissions management software will become the industry's first technology to allow an oil and gas company to obtain a full inventory of greenhouse gases.

The funding comes from a more than $4.2 million grant from the U.S. Department of Energy (DOE) and more than $1 million in non-federal funding.

“Methane is many times more potent than carbon dioxide and is responsible for approximately one-third of the warming from greenhouse gases occurring today,” Brad Crabtree, assistant secretary at DOE, said in 2024.

With the funding, Envana will expand artificial intelligence (AI) and physics-based models to help detect and track methane emissions at oil and gas facilities.

“We’re excited to strengthen our position as a leader in emissions and carbon management by integrating critical scientific and operational capabilities. These advancements will empower operators to achieve their methane mitigation targets, fulfill their sustainability objectives, and uphold their ESG commitments with greater efficiency and impact,” says Nagaraj Srinivasan, co-lead director of Envana.

In conjunction with this newly funded project, Envana will team up with universities and industry associations in Texas to:

  • Advance work on the mitigation of methane emissions
  • Set up internship programs
  • Boost workforce development
  • Promote environmental causes

Envana, a software-as-a-service (SaaS) startup, provides emissions management technology to forecast, track, measure and report industrial data for greenhouse gas emissions.

Founded in 2023, Envana is a joint venture between Houston-based Halliburton, a provider of products and services for the energy industry, and New York City-based Siguler Guff, a private equity firm. Siguler Gulf maintains an office in Houston.

“Envana provides breakthrough SaaS emissions management solutions and is the latest example of how innovation adds to sustainability in the oil and gas industry,” Rami Yassine, a senior vice president at Halliburton, said when the joint venture was announced.

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This story originally appeared on our sister site, EnergyCapitalHTX.com