Amazon has selected eight KIPP schools in Houston to received resources to create robotics programs. Courtesy of Amazon

From virtual reality-enabled brain scans to Amazon selecting Houston schools for its robotics program, the future is now with this latest batch of local innovation news.

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OAG Analytics closes round

Luther Birdzell, founder and CEO of Houston-based OAG Analytics is on a mission to democratize data for his upstream oil and gas clients. Courtesy of OAG Analytics

OAG Analytics, which uses artificial intelligence in the oil and gas industry, has closed its second round of strategic funding in nine months from Rice Investment Group. The capital will be used to grow the company and focus on several major enhancements to their upstream AI platform, according to a news release.

The exact amount of the raise was not disclosed by OAG, but according to a Form D filing, the company expressed that it was raising $8.72 million in this round.

"Our industry is entering the next phase of the shale revolution by moving to full-field development. As such, we need the next generation of analytical capabilities to maximize capital efficiency," says Derek Rice, partner at Rice Investment Group and director at OAG, in a release. "Large-scale development optimization requires an in-depth understanding of hundreds of uncorrelated data points, which OAG provides through data management and advanced analytics to support profitable decision making. We are thrilled to partner with OAG's team, and believe our insights and experience as an operator will continue to add value to the platform."

OAG's founder and CEO, Luther Birdzell, created a way where he can give clients an easy-to-use platform to have access to data that could save oil and gas companies millions of dollars. In fact, according to the release, OAG clients have optimized over $10 billion in capital expenditures.

"RIG's trust in the OAG team and AI platform is a huge vote of confidence," says Birdzell in the release. "As a leadership team that already built and sold a highly data-driven, technology-centric oil and gas company, RIG's market insights and capital are important to our business. We look forward to continued collaboration as we accelerate our growth."

Methodist Hospital has new VR technology for brain treatment

Patients about to undergo brain surgery can use VR to see what their surgeon is about to do to their brain. Courtesy of Methodist

Houston Methodist Hospital is channeling a Magic School Bus episode with new VR technology that allows neurosurgical patients and their family members to essentially walk through their brains ahead of their surgeries.

The patient wears a virtual reality headset and gets a 360 degree view of their brain, and the neurosurgeon can walk the patient through the surgery process. According to a release from Houston Methodist, the technology is the first of its kind that combines fighter jet flight simulation with patients' anatomy scans from MRI, CT, and/or DTI processes to make a 3D model.

Eight Houston schools named in Amazon Future Engineer Robotics Grant program

Eight Houston schools will receive resources from Amazon to create a robotics team. Courtesy of Amazon

Eight Houston schools have been selected as part of Amazon Future Engineer Robotics Grant program. The program has selected 100 schools in 21 states and each will receive support to create robotics team and a $10,000 grant. These Houston schools were selected:

  • KIPP Academy MS
  • KIPP Connect HS
  • KIPP Connect Middle School
  • KIPP Generations Collegiate
  • KIPP Northeast College Preparatory
  • KIPP NEXUS MS• KIPP Polaris
  • KIPP Sunnyside HS

The Amazon Future Engineer program launched in November, and, according to a news release, is a four-part childhood-to-career program geared at teaching technology and computer science to children from underrepresented and underserved communities. Through the program, Amazon hopes to help more than 10 million students nationwide.

Mattress Firm seeks second round of "snoozeterns"

Last summer, Mattress Firm introduced its Snoozetern program, advertising as a "dream job" for college students wanting to get "paid to sleep." The program is looking for it's next employee that will learn the ins and outs of the Houston company and test and review products. Applications are open now until May 3. To apply or learn more, visit here.

Deloitte’s 2019 Technology Fast 500 Awards are now open

Houston companies can enter to win this national recognition from Deloitte. Photo via Deloite.com

Deloitte has opened its 2019 Technology Fast 500 Awards applications. The national awards program has been honoring fast-growing tech companies for 25 years. Last year, two Houston companies were ranked: Onit and symplr. The honorees are chosen based on the past three years' of fiscal-year revenue growth over a three-year period. Applications close on June 28. Click here for more.

The Kidney Cancer Association approves $1.3 million for early detection and new treatments

Applicants have until May 20 to submit for a grant from the Kidney Cancer Association. Photo via Facebook

The Kidney Cancer Association's board of directors approved $1.3 million to be dedicated to advancing early detection and new treatments for kidney cancer. Grant applications opened April 17 and close May 20. Grant recipients will be announced in the fall.

"The KCA Board of Directors is committed to providing research funding with the goal of identifying new treatments and finding new ways to prevent and manage the disease," says Christopher Wood, board president, in a news release. "With these advancements in research and a greater understanding of these cancers, we believe the outcomes of these grants will have substantive impact for kidney cancer patients."

There will be six grants are divided into two types of awards. The Advanced Discovery Awards will honor two "established investigators" $500,000 grants, and the Young Investigator Awards will give out four $75,000 grants.

Houston neuroscientist David Eagleman to discuss new book at the Hobby Center

Courtesy images

The Barbara Bush Houston Literacy Foundation, a Houston-based nonprofit, is hosting its 25th annual A Celebration of Reading event on Thursday, May 2, at The Hobby Center for the Performing Arts. The event hosts five authors, and this year, Houston neuroscientist David Eagleman is on the lineup.

Eagleman's most recent book, The Runaway Species: How Human Creativity Remakes the World, will be the topic of discussion during his presentation. Eagleman and his co-author, Anthony Brandt, seek to determine the human mind's ability and drive to create.

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Report: Income for top 1 percent earners in Texas has surged in 2026

money matters

In a state where local billionaires are wealthier than they've ever been, high-earning Texans need to make $73,000 more than they did a year ago if they want to be among the top 1 percent of earners, a new report has revealed.

SmartAsset's study analyzed income thresholds for the top 1, 5, and 10 percent of earners in all 50 states and the District of Columbia, using 2022 IRS data for individual tax return filers (the most recent year available), adjusted to 2026 dollars.

Texas has the 11th highest income threshold, with residents needing to make a minimum of $817,158 to be considered among the top 1 percent of earners statewide. In 2025, Texans needed to make about $744,000 to be among the top 1 percent.

For comparison, residents living in the nation's capital must make at least $1.16 million to qualify as top 1 percent earners. The District of Columbia led the nation with the highest income threshold to be a top earner.

To be considered among the top 5 percent of earners in Texas, a resident would need to make $312,671. The income threshold to be considered among the top 10 percent is $210,609.

SmartAsset additionally found that 128,130 Texas residents qualified as top 1 percent earners in 2022. Nationally, the report estimated that fewer than 2 million households earn enough to be considered among the top 1 percent of earners nationwide, but 23 million households rank among the top 10 percent.

"In some places, households can enter the top 1 percent at income levels that fall well below the threshold elsewhere, reflecting an uneven landscape of wages and wealth," the report said.

A separate SmartAsset study that tracked the upper and lower thresholds for middle class households found Houston residents need to make anywhere from $42,907 to $128,722 to maintain their middle class status.

The top 10 states with the highest thresholds to be considered in the top 1 percent of earners in the U.S. are:

  • No. 1 – District of Columbia ($1,156,664)
  • No. 2 – Connecticut ($1,147,898)
  • No. 3 – Massachusetts ($1,006,921)
  • No. 4 – California ($987,325)
  • No. 5– New Jersey ($969,976)
  • No. 6 – New York ($959,562)
  • No. 7 – Florida ($956,449)
  • No. 8 – Washington ($903,303)
  • No. 9 – Colorado ($828,772)
  • No. 10 – Wyoming ($819,014)
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This article originally appeared on CultureMap.com.

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

pay raise

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.