Venture Houston is back next month. Here's what you need to know about this year's changes. Photo via LinkedIn

In two weeks, hundreds of investors, corporate partners, and startups will convene to tackle topics of decarbonization, innovation, and investment. The annual event is also prioritizing something this year — connections.

In its third year, Venture Houston — taking place on Rice University's campus on September 7 — has a theme of "decarbonization in a digital world," but that's not the only thing different this year. The one-day conference has added on a unique event on September 6 to help engage around 50 investors with over 100 Houston startups.

The new activation is called Capital Connect, and HX Venture Fund will matchmake investors and startups for one-on-one meetings meant to spur collisions and collaboration.

"It's not a pitch competition — it doesn't have the stress of that," Sandy Guitar, general partner of HX Venture Fund, tells InnovationMap. "It's really just a way of connecting with a longer term horizon. We didn't want to limit it just to those who are currently raising, but actually include people who maybe just raised six months ago or are not going to raise for 12 more months, but might still want to be in the room."

The official day of the conference will also feature networking opportunities, including a breakfast hosted by DivInc, as well as networking breaks throughout the day.

"Based on feedback we received last year, networking was one of the things that was most celebrated about Venture Houston 2022," Guitar says. "All that space and time — the opportunity to allow people just to connect with one another. So, we're making sure that's a key part of this year as well."

Last year's keynote panel featured Gwyneth Paltrow, who shared her own founder's journey on the Venture Houston stage. This year's keynote address will be with Carmichael Roberts, investment committee co-lead of Breakthrough Energy Ventures, which was founded by Bill Gates to support climate change innovation.

While the topic of decarbonization might sound narrow, Guitar emphasizes that this event will not just be for the energy industry. Business everywhere — but especially in Houston — has an increased calling to decarbonization.

"I do think it's important to see the decarbonization not as a hard tech event, but as everything that touches carbon, which is basically everything in our planet in just the coal previously," she says. "Everything we make and use touches the climate."

Guitar adds that HXVF expects a crowd of around 1,000 people to attend the event this year, which would make it one of the largest VC-focused events ever to be held in the region. InnovationMap and EnergyCapital are media partners for the event.

BiVACOR has received fresh funding from its investors to further develop its artificial heart. Photo courtesy of BiVACOR

Houston med device startup raises $18M, prepares to hire

money moves

A Houston medical device company that is developing an artificial heart announced it has received investment funding to the tune of $18 million.

BiVACOR's investment round was led by Boston-based Cormorant Asset Management and Australia's OneVentures's Healthcare Fund III. According to the company, the funding will be deployed to continue research and development, hiring executives, and support the path to first in human trials.

“We are extremely grateful for the ongoing support from our core investors," says Thomas Vassiliades, who was named CEO of BiVACOR last year, in a news release. "This additional commitment further validates our technology and the need for improved options to treat end-stage biventricular heart failure.

“With this financing, we will be able to double the size of our organization and add key positions from the C-suite to research and development. We are well positioned to advance our preclinical activities and aim to conduct our First in Human early feasibility study planned for the end of the year,” he continues.

Billed as the first long-term treatment for patients with severe biventricular heart failure, the BiVACOR Total Artificial Heart is an implantable artificial heart that utilizes rotary blood pump technology. This technology includes magnetic levitation and is a "durable, reliable, and biocompatible heart replacement," per the company's release. It's about the size of a fist and can be used in a wide range of patients including some children and women and up to adult males.

“Under the leadership of its expert management team, the company has developed a credible strategy for growth as they march toward first in human studies,” says Jeannie Joughin, board chair and principal at One Ventures, in the release. “There is a huge gap in care for patients waiting for a heart transplant, and we are confident that BiVACOR will continue to execute its strategy to swiftly get the Total Artificial Heart into the patients who need it most.”

The company raised its $22 million series B round in early 2021, which was also led by Cormorant Asset Management and OneVentures. To date, BiVACOR has raised $60 million.

“BiVACOR continues to execute on its strategy, and there was no question that we would jump in to lead this funding,” says Bihua Chen, CEO and founder of Cormorant Asset Management. “We are impressed by BiVACOR’s world-class team and continued dedication to push the technology in the clinic. We’re excited to support their growth and vision to transform the treatment of biventricular heart failure with the world’s first fully MAGLEV total artificial heart.”

Founded in 2008, BiVACOR maintains offices in Cerritos, California, and Brisbane, Australia. The company is affiliated with Houston's Texas Heart Institute, where the world's first artificial heart was implanted. BiVACOR's headquarters is at the Texas Medical Center complex.

Here are 11 Houston startups that together have raised over $140 million in venture capital investment so far this year. Photo via Getty Images

These 11 Houston startups closed funding rounds so far this year

following the money

Venture capital investment is moving and grooving in Houston this year so far, which really is a continuation of the leap in VC investment from 2021.

According to a recent report from Houston Exponential, Houston’s average early-stage deal size of $18 million represents a 68 percent growth rate since 2019. Compared with the national growth rate of 23 percent, “this demonstrates the broader expansion and maturities within the Houston ecosystem,” the analysis says.

Last year, local startups collected $2.02 billion in VC funding, according to PitchBook data. That’s up 175 percent from the $734.2 million raised in 2020.

“That VC-backed companies were able to generate such enormous value in 2021 during a time characterized by great uncertainty and extraordinary circumstances highlights the continued importance of VC-backed companies to the resilience of Houston’s economy,” says Serafina Lalany, executive director of Houston Exponential.

In continuance with last year, 2022 has started with a flurry of VC activity. In case you missed some of these first quarter deals, InnovationMap has rounded up all its coverage of funding rounds closed between January and March based on previous reporting. Scroll through to see which Houston startups are catching the eyes — and cashing the checks — of investors.

P97 Networks has raised $40M of venture debt financing

P97 Networks, a Houston-based mobile payments company, has fresh funds to scale its operations. Photo via Getty Images

A Houston company that has created a mobile commerce platform for the convenience retail, fuels marketing, and automotive industries has fresh funding to support its growth.

P97 Networks has raised $40 million of venture debt financing from an affiliate of Peak Rock Capital, a leading middle-market private investment firm, according to a news release from the company.

“We will use this new capital to fund P97’s high growth initiatives, which include accelerating user adoption across our Consumer Engagement platform, Energy Transition programs for our clients, and our Mobility Services platform,” said Donald Frieden, president and CEO of P97, in the release. Click here to continue reading.

Zeta Energy close $23M series A

Houston-based Zeta Energy has raised fresh funding to grow its Houston operations and further commercialize the company's innovative batteries for electric vehicles and energy storage. Photo via Getty Images

Houston-based Zeta Energy announced this month that it has closed a $23 million series A round led by New York VC firm Moore Strategic Ventures.

The funding will be used to expand Zeta's lab facility in the Houston area and further commercialize the company's innovative batteries for electric vehicles and energy storage.

"We are delighted to have Moore Strategic Ventures join Zeta Energy. Moore's focus on transportation, advanced materials, energy, and clean tech aligns perfectly with Zeta's strategic objectives," Charles Maslin, founder and CEO of Zeta Energy, said in a statement. "We are so excited to work together to help the world transition to clean energy and build a more sustainable future." Click here to continue reading.

DECISIO raises $18.5M, appoints new leadership

DECISIO has fresh funding and a new board member. Photo via decisiohealth.com

A Houston-based digital health startup has officially closed its latest funding round and has a new member to its leadership to support the company's next phase.

DECISIO has appointed Major General Elder Granger to the company's board of directors. Dr. Granger is currently president and CEO of The 5Ps LLC, a healthcare, education, and leadership consulting organization.

"Dr. Granger joining our board provides enormous value and validation for our company moving forward," says Dr. John Holcomb, co-CEO and co-founder of DECISIO, says in a news release. "His expertise and leadership in the healthcare industry is a welcome addition to our esteemed group of Board of Directors." Click here to continue reading.

Vivante Health raises $16M series A round

Vivante Health closed a fresh round of funding. Photo via Getty Images

A Houston-based digital health startup that's targeting solutions for digestive diseases has closed its latest round of funding.

VivanteHealth closed a $16 million series A funding round led by Chicago-based 7wireVentures with contribution from new investors, including Human Capital, Intermountain Ventures, SemperVirens, Elements Health Ventures, and Leaps by Bayer. Additionally, the round saw participation from returning investors FCA Venture Partners, NFP Ventures, Lifeforce Capital, and Big Pi Ventures.

The fresh funding will support commercial scaling and growth of the company, which is based in Houston's JLABS @ TMC space.

"The Series A financing round represents another pivotal milestone in our mission to improve our member's digestive health and provide outcomes at scale for our enterprise partners," says Bill Snyder, Vivante Health CEO, in a news release. "We are thrilled to partner with premier investors in this latest round of funding that will enable us to continue our rapid growth trajectory and further establish ourselves as the leader in digestive health." Click here to continue reading.

SiteAware closes $15M in funding round

Houston-based SiteAware has raised $15 million in its latest round of funding. Photo courtesy of SiteAware

A Houston startup that provides artificial intelligence-enabled verification software to the construction industry has closed its series B round.

SiteAware raised $15 million in the round, which was led by Singapore-based Vertex Ventures Israel. Existing investors Robert Bosch Venture Capital GmbH, Axon Ventures, Oryzn Capital, The Flying Object, and lool Ventures also contributed to the round.

The company's digital construction verification, or DCV, platform uses AI and digital twin technology to provide real-time verification of construction fieldwork. According to a press release from SiteAware, the construction industry represents a $1.3 trillion market share of the United States economy. Click here to continue reading.

Codenotary raises $12.5M series B

Codenotary's software enables tools for notarization and verification of the software development life cycle. Photo via Getty Images

Houston-based Codenotary, whose technology helps secure software supply chains, has raised $12.5 million in a series B round. Investors in the round include Swiss venture capital firm Bluwat and French venture capital firm Elaia.

The $12.5 million round follows a series A round that was announced in 2020, with total funding now at $18 million.

Codenotary, formerly known as vChain, says the fresh round of money will be used to accelerate product development, and expand marketing and sales worldwide. Today, the startup has 100-plus customers, including some of the world’s largest banks. Click here to continue reading.

Rugged Robotics raises $9.4M series A

The tech solution provides construction customers with an automated layout-as-a-service tool. Image via rugged-robotics.com

A Houston robotics startup working in the commercial construction field has closed its latest round of funding.

Rugged Robotics Inc. announced last week that it's raised $9.4 million in its series A round led by BOLD Capital Partners and Brick & Mortar Ventures. Riot Ventures, Morpheus, and Embark — all investors in the company's 2019 seed round — also contributed, as did Consigli Construction Company and Suffolk Technologies. To date, Rugged Robotics has raised $12 million.

“We are thrilled to be part of the Rugged team,” says Maxx Bricklin, partner at BOLD Capital, in a news release. “We looked at a number of companies in the space and became convinced that the Rugged team, technology and partner ecosystem would allow Rugged to dominate and capitalize on this significant and disruptive market opportunity.” Click here to continue reading.

Koda Health raises $3.5 million in seed funding to expand nationally

Tatiana Fofanova, co-founder and CEO of Koda, closed recent funding for the digital health startup. Image via LinkedIn

Houston-based Koda Health announced this month that it raised $3.5 million in its latest seed round.

The round was led by Austin-based Ecliptic Capital, which focuses on emergent and early-stage investments. Sigmas Capital, Headwater Ventures, CRCM, and a number of angel investors also participated in the round.

The funding will be used to help the digital advanced care planning company double the size of its team in the next six months.

"Koda Health helps vulnerable people navigate and communicate difficult decisions about their health care journey. So, when hiring, we look for empathetic people who are phenomenal communicators," Tatiana Fofanova, Koda co-founder and CEO, says in a statement. Click here to continue reading.

INOVUES raises $2.75M to make buildings more energy efficient

Window-retrofitting climatetech company has raised its first round of funding. Photo via inovues.com

A Houston startup that retrofits windows with smart glass innovations to reduce energy use has raised its first round of funding.

INOVUES closed its seed round at $2.75 million last month. The oversubscribed round was led by Dallas-based Paulos Holdings with participation from new and existing investors, including Houston-based VC Fuel, Saint-Gobain NOVA, Fund4SE, Momentum Glass, Lateral Capital, E8 Angels, and the Central Texas Angel Network.

"Our mission is to help cities achieve their energy efficiency and emissions-reduction targets by increasing the rate of window upgrades in existing buildings," says INOVUES founder and CEO, Anas Al Kassas, in a news release. "To achieve that, we have developed a low-carbon, high-ROI retrofit solution that makes upgrading building windows a financially attractive energy conservation measure instead of a massive capital upgrade associated with business disruptions and prohibitive payback periods." Click here to continue reading.

Roboze closed a multimillion-dollar round of funding

Roboze has closed its latest round of funding. Photo courtesy of Roboze

Roboze — an Italian high-performance 3D printing company with its U.S. headquarters in Houston — closed a multimillion-dollar round of funding this month with investments from an international group of leaders from diverse backgrounds.

Investors include Nova Capital, Lagfin, Andrea Guerra, Luigi De Vecchi, Roberto Ferraresi, Luca Giacometti, Denis Faccioli and others, according to a statement.

“We are honored to have a group of investors of this caliber, who strongly believe in the vision of Roboze and in the change of production paradigm that our technology is enabling by replacing metals and producing parts without wasting raw materials," Alessio Lorusso, founder and CEO of Roboze, said in a statement. Click here to continue reading.

Tekmetric closes recent fundraising round

A Houston software company has raised an undisclosed amount of funding. Photo via tekmetric.com

Tekmetric, a cloud-based shop management system for automotive repair shops, announced the close of its growth investment from California-based Susquehanna Growth Equity. The details of the round were not disclosed, but, according to a news release, the fresh funds will go toward growing Tekmetric's engineering and technical teams and expansion across the United States.

Launched three years ago by Prasanth Chilukuri and Sunil Patel, co-founders and co-CEOs, Tekmetric's SaaS solution provides shop owners with digital inspections, integrated payments, and more of their business needs. Click here to continue reading.

Octopus Energy's valuation is now at $5 billion. Image via octopus.energy

Energy company with US HQ in Houston secures $300M in investment

money moves

Renewable energy retailer Octopus Energy Group, whose U.S. headquarters is in Houston, has landed a $300 million investment from the Canada Pension Plan Investment Board that will further propel the company’s global expansion.

The deal with the Canada Pension Plan Investment Board (CPP Investments), one of the world’s largest pension funds, follows a recent $600 million funding round from Al Gore’s Generation Investment Management and boosts Octopus Energy Group’s estimated valuation to $5 billion.

CPP Investments now owns a 6 percent stake in Octopus Energy Group. Generation Investment Management controls a 13 percent stake.

The infusion of cash will enable Octopus to grow its Kraken technology platform and to activate 30 more wind turbines, among other activities. Octopus aims to have 100 million energy accounts on Kraken, the company’s proprietary smart grid technology platform for customer service, by 2027. Today, the Kraken platform has about 17 million accounts.

The CPP Investments deal caps a busy 2021 for London-based Octopus. Earlier this year, for instance, the company established its U.S. headquarters in Houston.

“This investment delivers a huge boost to our mission of expanding access to renewable energy and delivering exceptional customer service across all markets, ” Michael Lee, CEO of Octopus Energy U.S., says in a news release. “Octopus Energy has turned energy on its head — thrown away the call centers, confusing bills, and tired systems — to create a better customer experience for everyone that takes into consideration how consumers interact with their energy and smart home devices, while making the experience more enjoyable, visually appealing and understandable.”

Octopus’ renewable energy investment arm, Octopus Energy Generation, is one of Europe’s largest renewable energy investors and manages assets exceeding $4.5 billion.

“Octopus has pioneered the technology that allows citizens to benefit from cheaper energy as it gets greener,” says Greg Jackson, founder and CEO of Octopus Energy Group.

Octopus serves more than 3 million customers in the United Kingdom, and also supplies energy in the U.S., Germany, Spain, Italy, New Zealand, and Japan. Octopus is on track to supply enough wind and solar energy to power 2 million more homes by 2025.

Trivie has closed a $5 million investment round led by Houston-based Cottonwood Venture Partners. Photo via Trivie.com

Houston investment firm leads Texas startup's $5M series A round

money moves

A Texas-based tech startup that has created an artificial intelligence-enabled tool that gamifies corporate training and education has closed its most recent funding round thanks to a Houston investor.

Trivie as announced its $5 million series A investment round led by Houston-based Cottonwood Venture Partners, an investment firm that has a portfolio of technology companies that are providing digital solutions within the energy industry. Trivie will use the new funds to scale its product and expand across industries, from energy and manufacturing to hospitality, healthcare, consumer goods, and more.

"The Trivie team's success to date has been remarkable and we are humbled to partner with them to expand Trivie's reach as organizations increasingly look to maximize knowledge retention, particularly as it relates to health and safety," says Jeremy Arendt, managing partner of CVP, in a news release.

Now, as more employees are working from home than ever before, relevant training is crucial and at the top of mind for business leaders. Trivie's clients include Subway, Phillips66, Anheuser-Busch, to name a few.

"At Trivie, our mission is to ensure that every employee at every organization can be at their very best because what they have been taught, they remember, and what they have said is understood," says Lawrence Schwartz, CEO, and co-founder at Trivie, in a news release. "We are extremely excited to partner with Cottonwood Venture Partners to help us expand our footprint in the Fortune 1000 and to continue to execute on that mission."

One of Trivie's founders, Leland Putterman, who is based in Houston, first had the idea for a consumer-facing trivia game 18 years ago. When the app rolled out in 2013, it garnered more than three million downloads. As COVID-19 has brought new compliance guidelines to the forefront of every industry, Trivie was quick to make the CDC's coronavirus guidelines available to all of its clients for no additional charge to be used across their entire employment bases.

Additionally, Trivie prioritizing its user's ability to connect in a time of social distancing and working from home.

"The only way to maintain that company culture and close communication with confidence is to use something like Trivie," Putterman previously tells InnovationMap. "There's no feedback loop right now. The only way to bridge that gap is to have something like Trivie that's the glue."

Houston startups have raised millions so far this year. Getty Images

Here's what 6 Houston startups have raised millions of dollars this year so far

VENTURE ADVENTURES

This year is starting strong when it comes to Houston startups receiving funding. From a $125 million raise from Houston's first unicorn to a local fund gathering up $50 million to deploy in mobility startups, Houston funding news has been pretty exciting.

In case you missed some of these headlines, InnovationMap has rounded up these seven deals based on previous reporting. Scroll through to see which Houston startups are catching the eyes — and cashing the checks — of investors.

HighRadius Corp.

Houston-based HighRadius has reported reaching unicorn status following a $125 million raise. Photo via highradius.com

Let's start with the biggest one, shall we? Houston-based HighRadius, an artificial intelligence-powered fintech software company, closed a $125 million raise, which earned it a a new title: Unicorn.

The series B round, which achieved this status for HighRadius, was led by ICONIQ Capital, with participation from existing investors Susquehanna Growth Equity and Citi Ventures, according to a news release from the company.

The company, which offices in West Houston, was founded in 2006 founded in 2006 and employs more than 1,000 people in North America, Europe, and Asia. In November, HighRadius opened an office in Amsterdam. According to the news release, the company will use the funds to further expand its global footprint.

Read the full story here.

Proeza Ventures

Auto Driving Smart Car image

A new venture capital fund based in Houston and Monterrey, Mexico, has raised $50 million to back mobility startups. Hiroshi Watanabe/Getty Images

New fund Proeza Ventures, which is based in Houston and Monterrey, Mexico, reportedly closed its first fund Proeza Ventures I at $50 million. The fund is backed by Grupo Proeza, a Mexican portfolio management company with two global platforms operating in the mobility and agroindustry sectors, according to the fund's website.

With the fund's money, Proenza Ventures will invest in 12 to 15 early or growth-stage startups with solutions or new technology within industrial, smart components, new vehicles, MaaS, and digital data services.

Read the full story here.

Ambyint

oil and gas

Ambyint, which has offices in Calgary and Houston, has secured funding from Houston venture capital firms. Getty Images

Canada-based Ambyint, which has an office in Houston, has closed its $15 million series B funding. Houston-based Cottonwood Venture Partners led the round, and Houston-based Mercury Fund also contributed — as did Ambyint's management team, according to a news release.

The money will be used to grow both its Houston and Calgary, Alberta, offices and expand its suite of software solutions for wells and artificial lift systems. Ambyint's technology pairs artificial intelligence with advanced physics and subject matter expertise to automate processes on across all well types and artificial lift systems.

Read the full story here.

vChain Inc.

Houston-based vChain, creator of CodeNotary, has raised $7 million in a series A financing round. Pexels

Houston-based vChain, which created the CodeNotary Open Source code trust solution, has raised $7 million in a series A funding round. Paris-based Elaia Partners led the investment round, and other contributors include Zug, Switzerland-based Bluwat and Seattle-based Acequia Capital.

The software tool, which is used to ensure code is securely transmitted throughout the entire development to production process, has several platform integrations and works with languages such as JavaScript, Python, Go, Java, and more.

Read the full story here.

Vivante Health

good intestine health intestine Food for bowel Health

Vivante Health, which uses technology and at-home testing to help users treat chronic digestive health issues, has raised $5.8 million. Getty Images

Vivante Health raised $5.8 million in a series A1 round, according to a news release. The round was led by California-based Lifeforce Capital and Athens, Greece-based Big Pi Ventures. Additionally, NFP Ventures, FCA Venture Partners, and Longmont Capital contributed to the round.

With the fresh funds, Vivante will continue to develop its GI health platform, GIThrive. The digital tool has an at-home microbiome test kit for users, as well as a breath tester that monitors food sensitivities. GIThrive also connects users to on-demand support from nutritionists and experts on the GIThrive app.

Read the full story here.

Hitched Inc.

Houston-based Hitched has dug up new investment money from a local private equity firm. Pexels

Hitched Inc. raised $5.5 million in its series A funding led by Houston-based Cottonwood Venture Partners, a growth equity firm that focuses on digital tech solutions in the energy industry.

The company, which was founded in 2018, coordinates the rentals — from hosting and chartering to managing them — all on one centralized platform. Hitched has a catalogue of equipment from generators and cranes to light towers, pumps to forklifts, and the site lists out the cost per day of each piece of machinery.

Read the full story here.

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Houston startup scores $12M grant to support clinical evaluation of cancer-fighting drug

fresh funding

Allterum Therapeutics, a Houston biopharmaceutical company, has been awarded a $12 million product development grant from the Cancer Prevention and Research Institute of Texas (CPRIT).

The funds will support the clinical evaluation of a therapeutic antibody that targets acute lymphoblastic leukemia (ALL), one of the most common childhood cancers.

However, CEO and President Atul Varadhachary, who's also the managing director of Fannin Innovation, tells InnovationMap, “Our mission has grown much beyond ALL.”

The antibody, called 4A10, was invented by Scott Durum PhD and his team at the National Cancer Institute (NCI). Licensed exclusively by Allterum, a company launched by Fannin, 4A10 is a novel immunotherapy that utilizes a patient’s own immune system to locate and kill cancer cells.

Varadhachary explained that while about 80 percent of patients afflicted with ALL have the B-cell version, the other 20 percent suffer from T-cell ALL.

“Because the TLL population is so small, there are really no approved, effective drugs for it. The last drug that was approved was 18 or 19 years ago,” the CEO-scientist said. 4A10 addresses this unmet need, but also goes beyond it.

Because 4A10 targets CD127, also known as the interleukin-7 receptor, it could be useful in the treatment of myriad cancers. In fact, the receptor is expressed not just in hematological cancers like ALL, but also solid tumors like breast, lung, and colorectal cancers. There’s also “robust data,” according to Varadhachary for the antibody’s success against B-cell ALL, as well as many other cancers.

“Now what we're doing in parallel with doing the development for ALL is that we're continuing to do additional preclinical work in these other indications, and then at some point, we will raise a series A financing that will allow us to expand markets into things which are much more commercially attractive,” Varadhachary explains.

Why did they go for the less commercially viable application first? As Varadhachary put it, “The Fannin model is to allow us to go after areas which are major unmet medical needs, even if they are not necessarily as attractive on a commercial basis.”

But betting on a less common malady could have a bigger payoff than the Allterum team originally expected.

Before the new CPRIT grant, Allterum’s funding included a previous seed grant from CPRIT of $3 million. Other funds included an SBIR grant from NCI, as well as another NCI program called NExT, which deals specifically with experimental therapies.

“To get an antibody from research into clinical testing takes about $10 million,” Varadhachary says. “It's an expensive proposition.”

With this, and other nontraditional financing, the company was able to take what Varadhachary called “a huge unmet medical need but a really tiny commercial market” and potentially help combat a raft of other childhood cancers.

“That's our vision. It's not economically hugely attractive, but we think it's important,” says Varadhachary.

Atul Varadhachary is the managing director of Fannin Innovation. Photo via LinkedIn

Houston researcher scores prestigious NSF award for machine learning, power grid tech

grant funding

An associate professor at the University of Houston received the highly competitive National Science Foundation CAREER Award earlier this month for a proposal focused on integrating renewable resources to improve power grids.

The award grants more than $500,000 to Xingpeng Li, assistant professor of electrical and computer engineering and leader of the Renewable Power Grid Lab at UH, to continue his work on developing ways to use machine learning to ensure that power systems can continue to run efficiently when pulling their energy from wind and solar sources, according to a statement from UH. This work has applications in the events of large disturbances to the grid.

Li explains that currently, power grids run off of converted, stored kinetic energy during grid disturbances.

"For example, when the grid experiences sudden large generation losses or increased electrical loads, the stored kinetic energy immediately converted to electrical energy and addressed the temporary shortfall in generation,” Li said in a statement. “However, as the proportion of wind and solar power increases in the grid, we want to maximize their use since their marginal costs are zero and they provide clean energy. Since we reduce the use of those traditional generators, we also reduce the power system inertia (or stored kinetic energy) substantially.”

Li plans to use machine learning to create more streamlined models that can be implemented into day-ahead scheduling applications that grid operators currently use.

“With the proposed new modeling and computational approaches, we can better manage grids and ensure it can supply continuous quality power to all the consumers," he said.

In addition to supporting Li's research and model creations, the funds will also go toward Li and his team's creation of a free, open-source tool for students from kindergarten up through their graduate studies. They are also developing an “Applied Machine Learning in Power Systems” course. Li says the course will help meet workforce needs.

The CAREER Award recognizes early-career faculty members who “have the potential to serve as academic role models in research and education and to lead advances in the mission of their department or organization,” according to the NSF. It's given to about 500 researchers each year.

Earlier this year, Rice assistant professor Amanda Marciel was also

granted an NSF CAREER Award to continue her research in designing branch elastomers that return to their original shape after being stretched. The research has applications in stretchable electronics and biomimetic tissues.

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This article originally ran on EnergyCapital.

Houston expert shares 3 leadership challenges inspired by jazz improvisation

houston voices

Crises, whether supply chain disruptions, natural disasters, or the arrival of an upstart rival, are a revealing moment for leaders. Such scenarios can push companies to the brink of meltdown or usher in dramatic organizational transformation. Whether an organization withers or thrives during a crisis is shaped by its resourcefulness—how it uses its existing resources.

The pandemic decimated many industries, but the performing arts industry faced especially grave challenges: rampant unemployment, limited prospects for revenue, and an existential crisis over the relevance of the arts in dire times. Initially, musicians could not congregate to practice, performance halls were shuttered, and classical music was the last thing on the public’s mind.

As tough as these circumstances appeared to be, what collaborator Kristen Nault and I learned during a multiyear study of two prominent orchestras surprised us: Not only was it possible to survive trying times, but it was also possible to emerge better because of them. The leadership key? Becoming nimbler by thinking more like jazz ensembles and less like classical orchestras.

Business leaders often call this agility, but for a musician, this is the realm of jazz improvisation. Our research found three critical changes in leadership practices that helped leaders facing disruptions act like talented jazz musicians. Leaders in any industry can apply these practices during their organization’s next crisis.

The Resource Paradox During a Crisis

An organization’s most significant challenge during a crisis is that it typically needs resources — including time, money, expertise, equipment, and connections — at a time when activating resources has become more difficult. When faced with high levels of uncertainty, a leader’s first instinct might be to pare down investments to lower the risk of worst case outcomes. Ironically, such defensive behaviors can contribute to the organization’s demise. Threat rigidity sets in, with the leader doubling down on old habits and control mechanisms that make it difficult to harness the full potential of resources.

Instead of fearing crises, leaders can learn to embrace their hidden benefits. And by following the adage “Necessity is the mother of invention,” organizations can unlock the full power of their existing resources to respond to a challenge. Research on resourcefulness finds that when leaders take this approach, they can foster collective creativity to help groups solve problems in adverse times.

During the COVID-19 pandemic, many businesses discovered ways to access more knowledge (to understand how to repurpose products and services), capital (to invest in IT infrastructure), and connections (to identify new markets for revised products and services). Resourcefulness helped businesses pivot: Bakeries pivoted to selling raw ingredients for home chefs, clothing companies to producing face masks, vacuum manufacturer Dyson to designing a ventilator in 10 days, and distilleries to manufacturing hand sanitizer.

A Tale of Two Symphonies — and Leadership Approaches

At the onset of the COVID-19 pandemic, we engaged in a multiyear research study with two of the world’s premier symphony organizations, the Houston Symphony and the Revenite Symphony (a pseudonym because the organization requested confidentiality).

When we began our research, it was an open question as to whether Revenite and the Houston Symphony would survive. Both organizations had struggled financially before the pandemic, with millions of dollars in losses and even more significant budget deficits. Both organizations were also steeped in customs and traditions, which, as any business leader knows, makes change difficult. Yet, crises often produce one valuable resource needed to instigate considerable change: urgency. Urgency makes it possible to rapidly implement changes that might otherwise have taken years (or not happened at all). A lack of urgency dooms many change management initiatives, making its abundance during a crisis an opportunity not to be overlooked. As we interviewed and observed symphony executives, staff members, and musicians, we discovered that the leaders of each organization took very different approaches to addressing the crisis and mobilizing their resources to respond.

Revenite announced a suspension of operations near the start of the pandemic. Its leadership could not envision how to pivot its labor and fixed assets, such as its performance hall, to capture new sources of revenue. As one Revenite executive told me, “I don’t think we had a sense of what the pathway toward restarting the business was going to be. … There were too many unknowns.”

After furloughing all of the musicians and most of its staff, Revenite focused on surviving. The organization radically slashed costs to 25 percent of the pre-pandemic budget and tried to get the remaining skeleton workforce to increase productivity to keep the symphony chugging along. Leaders sought to wait things out until the pandemic subsided. This defensive strategy led Revenite to constrict resources when the organization needed them most.

Afraid to go broke, the organization retreated — at a significant cost. Revenite lost any relevance to its community at this time of great need. Several difficult-to-replace musicians quit the industry. Trust between leadership and all employees, already strained from the furloughs, further deteriorated as Revenite’s leaders centralized control of the organization and focused on squeezing the remaining labor force to do more. Many employees felt burned out from working long hours with little purpose. No one, including executives, understood the “why” behind the work. As one executive said to me, “I’m working to sustain a thing that has no inherent meaning other than its survival. That’s a really weird place to be. … Our mission is to perform orchestral music.”

In contrast, the Houston Symphony made an early commitment during the pandemic to remain open. It abandoned the long-term planning that symphonies typically engage in (measured in years) and shifted to figuring out the next few weeks — for its concert program, staffing, safety practices, and marketing efforts.

At first, congregating in the performance hall was not allowed due to regulations and safety concerns. So instead, the Houston Symphony turned its musicians’ homes into performance venues. The musicians teamed up with musically talented (but not professional) family members, including partners and children. Instead of relying on a huge production team, the makeshift videos in its Living Room Series of performances were created by a minimal number of staff members. Other orchestras that livestreamed performances tried to re-create the symphony experience on Zoom, with 70-plus musicians appearing in tiny square boxes. The Houston Symphony realized that it would inevitably disappoint its customers by trying to transform a rich in-person experience into a mediocre online one. Instead, it reimagined the delivery of its content by inviting customers to learn about musicians and their families in an intimate setting while listening to enjoyable music.

When the Houston Symphony moved to livestreaming full concerts without an in-person audience, it could reach new geographic markets not possible with in-person-only events. It charged an admission fee for the virtual concerts (which was uncommon) and attracted donations from a wider variety of patrons. This brought in additional resources, such as revenue, new supporters, and media attention, as well as an enhanced reputation among industry peers.

Importantly, these decisions also created extra time for the organization to figure out how to safely and effectively return its patrons to the performance hall, which Houston did long before most other symphonies. However, the organization went further, using the pandemic to usher in a more profound transformation.

Instead of making deep cost cuts and unsustainable workforce reductions like Revenite did in the name of resourcefulness, the Houston Symphony took a strategic approach to resourcefulness. Leaders focused not on simply surviving but on strengthening the organization’s long-term outlook — financially, operationally, and in terms of its mission:

  • The need to be more mindful of costs during severe financial distress helped leaders balance the budget, a goal that had proved elusive in years past. The entire organization made a newfound commitment to follow a pathway of greater fiscal responsibility into the future.
  • The organization expanded its donor base beyond Houston and reached customers worldwide with the paid livestreaming product. Although at face value a livestreaming ticket yielded fewer proceeds than an in-person concert, many attendees were first-time patrons. Additionally, a large portion of these people donated money in addition to buying the livestream tickets.
  • The symphony maintained livestreaming performances after returning to a full, in-person concert schedule — earning incremental revenue with little added effort.
  • In a striking change, the organization introduced its patrons, who traditionally heard Bach, Beethoven, and Mozart, to a more diverse set of composers. Prepandemic, the pressure to fill 3,000 seats deterred the Houston Symphony from experimenting with new composers: When programs featured unfamiliar works, filling the theater with ticket buyers was a challenge. But that pressure disappeared when the performance hall was restricted to less than 50 percent capacity. The organization brought in much-needed new voices, and its audiences responded positively — so much so that the symphony upped its efforts. In the year before the pandemic, fewer than 1 percent of the symphony’s classical concerts featured musical pieces composed by members of underrepresented populations or women. In the 2023 fiscal year, and with Houston’s hall at full capacity, that number expanded to 72 percent.

Learning to Get Jazzy: Three Strategies for Leaders

Many organizations, whether a symphony, manufacturing company, or professional services firm, are metaphorically structured like an orchestra. They have conductors (leaders) and rely on sheet music (routines and practices) to coordinate different parts (teams, divisions, or functional areas) of the enterprise. Organizational leaders aim for reliable and standardized performances, much like conductors aim to make the matinee performance of a symphony the same high quality as the evening one. Through many rehearsals (that is, the repetition of behaviors), it is possible to make incremental improvements, but leaders seek output that, by design, is predictable and relatively static. Operating like a symphony orchestra allows organizations to thrive in environments of stability and low uncertainty. But during a crisis, this type of model can be disastrous.

Our research found that the Houston Symphony significantly changed its operating model. It pulled ahead of peers in the industry when leaders changed the operating metaphor to that of a jazz ensemble. As one executive told me, the collective team saw the power of flexibility: “Leadership has come from the admin and staff side and the musician side. … We’ve combined different kinds of music and programs that [we] would never do before. I would say that as a large organization, we’re operating more like a small organization.”

That is the kind of result that many business leaders navigating disruptive crises only hope to nurture within their teams.

How did the Houston Symphony’s leaders inspire the organization to become so nimble? Our research found three critical changes in leadership practices that enabled them to adapt.

1. Keep the music playing.

Like a jazz ensemble, the Houston Symphony tried to keep the music playing, literally and figuratively. While Revenite stopped playing music and functioning as an organization, the Houston Symphony kept playing … anything. For example, the livestreamed Living Room Series was a far different product than a fully staffed professional production with 70 musicians in a 3,000-seat venue. However, those performances brought in new patrons and donors, and nurtured the symphony’s relevance in the community. This experiment also helped build the organization’s experience with livestreaming, which proved to be an important launching point for a more comprehensive virtual offering. Leaders, staff members, and musicians discovered their hidden capabilities around playing different types of music, utilizing novel technologies, and coordinating in new ways.

Without clarity on how the pandemic would unfold, the Houston Symphony focused on short-term decisions, asking “What can we play this week?” instead of trying to have an answer for the rest of the year. This allowed the symphony to have the most relevant information to inform its operations — real-time information that could be used to make decisions today, instead of relying on shaky assumptions about an unknown future. Leaders of any type of organization can understand a crisis by experimenting and then taking stock of lessons learned instead of remaining frozen by fear and uncertainty.

2. Don’t wait to practice transparency.

Houston’s leaders fostered strong trust between management and all employees. As resources become scarce during a crisis, it’s easy for trust to erode if decisions lack transparency. Instead of shrouding decision-making in secrecy, the Houston Symphony invited representatives from the front-line staff to weigh in on critical decisions. Relationships with the musicians’ union strengthened. By revealing sensitive information and disclosing the dire predicament the organization faced early on, leaders built trust and sparked a sense of urgency. Both were required in order for the team to quickly make significant changes.

Trust also came from empowering employees to experiment and not punishing them for making mistakes. For example, the marketing team had to try different campaign messages until they found one that resonated with patrons. The development team turned the mere fact that the symphony was playing into a comeback story—one that donors eagerly supported. The operations team discovered ways to socially distance musicians and audiences and continually modified its plans as the pandemic evolved.

3. Collaborate on a postcrisis identity.

Finally, the Houston Symphony constructed a new postcrisis identity that reflected its leadership role in the community. Instead of trying to return to pre-pandemic norms, leaders expanded the organization’s mission to cater to a wider, more diverse set of community members. The organization committed to experimenting with new types of music and continued with livestreaming to introduce audiences worldwide to a larger repertoire of selections. Expanded educational programs helped it reach underserved communities, providing a stronger foundation to diversify the artistic talent base.

Having helped shape the Houston Symphony’s comeback during the pandemic, employees embraced this community centered vision and rallied to keep the transformation momentum going. Additionally, they all came to see their own skill sets differently. After effectively coping with major adversity and helping to build a stronger organization, employees came to see themselves as capable crisis navigators — which will help everyone during future crises.

A Second Act

As our research progressed into its second year, we grew increasingly certain that Revenite would fold. We turned out to be wrong. As the organization neared the brink of death, Revenite’s leaders stopped waiting for the crisis to abate and ushered in a dramatic turnaround. It began when leaders engaged in updating. Updating is a leadership competency in which prior beliefs are revised to better address problems. It’s often a struggle for leaders to change direction after committing to a course of action, but Revenite’s leaders managed to dislodge their previous views of the crisis as the organization withered. They managed to adapt, as any jazz musician must.

Although the relationship with Revenite’s musicians had been deeply tarnished, leaders restarted a dialogue. The full impact of the furlough and Revenite’s decision to suspend operations became clear. Leaders updated their assessments of employees’ emotional states, gaining a more vivid understanding of how they had suffered economically and emotionally. Musicians explained that they had felt disconnected from their love of performance and struggled to stay sharp without practicing as an entire orchestra. After learning about employees’ hardships, leaders finally felt an urgent need to course-correct.

Revenite’s leaders next updated their assumptions about financial resources. They finally acknowledged that cost cutting was not a viable business strategy or a pathway to transformation. Instead of viewing employees as cost centers, leaders shifted to seeing them as revenue generators. By becoming more strategic with their resourcefulness, Revenite’s leaders could mobilize their existing resources to respond to the crisis more effectively. Musicians returned from furlough and started helping to increase revenues through donor outreach and, eventually, concerts.

Leaders also started noticing more about how other entities were adjusting to the crisis. They found inspiration in the Houston Symphony’s ability to operate during the pandemic — and also learned from Revenite’s musicians’ efforts to create COVID-safe concerts to raise money for themselves during the furlough. These examples showed Revenite’s leaders that operating during a pandemic was possible — something they had thought was insurmountable earlier in the year. By the end of year two of the pandemic, Revenite was well on its way to returning to its precrisis strength.

When a crisis hits, getting jazzy will help leaders in any industry adapt and positively transform their organizations. Instead of fearfully retreating at the onset of a crisis, using resourcefulness as a set of strategic tools can help leaders turn a threat into an opportunity. By unlocking the hidden potential of existing resources, organizations can emerge from a crisis with better financials, stronger operations, higher team morale, and a reinvigorated sense of purpose.

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This article originally ran on Rice Business Wisdom and was based on research from Scott Sonenshein, the Henry Gardiner Symonds Professor of Management at Rice University, author of Stretch: Unlock the Power of Less — and Achieve More Than You Ever Imagined (HarperCollins, 2017), and coauthor (with Marie Kondo) of Joy at Work: Organizing Your Professional Life (Little, Brown Spark, 2020).