Houston-based Complete Intelligence was just recognized by Capital Factory as the "Newcomer of the Year." Photo via completeintel.com

The business applications of artificial intelligence are boundless. Tony Nash realized AI's potential in an underserved niche.

His startup, Complete Intelligence, uses AI to focus on decision support, which looks at the data and behavior of costs and prices within a global ecosystem in a global environment to help top-tier companies make better business decisions.

"The problem that were solving is companies don't predict their costs and revenues very well," says Nash, the CEO and founder of Complete Intelligence. "There are really high error rates in company costs and revenue forecasts and so what we've done is built a globally integrated artificial intelligence platform that can help people predict their costs and their revenues with a very low error rate."

Founded in 2015, Complete Intelligence is an AI platform that forecasts assets and allows evaluation of currencies, commodities, equity indices and economics. The Woodlands-based company also does advanced procurement and revenue for corporate clients.

"We've spent a couple years building this," says Nash. "We have a platform that is helping clients with planning, finance, procurement and sales and a host of other things. We are forecasting equity markets; we are forecasting commodity prices, currencies, economics and trades. We built a model of the global economy and transactions across the global economy, so it's a very large, very detailed artificial intelligence platform."

That platform, CI Futures, has streamlined comprehensive price forecasting and data analysis, allowing for sound, data-based decisions.

"Our products are pretty simple," says Nash. "We have our basic off the shelf forecast which is called CI Futures, which is currencies, commodities, equities and economics and trade. Its basic raw data forecasts. We distribute that raw data on our website and other data distribution websites. We also have a product called Cost Flow, which is our procurement forecasting engine, where we build a material level forecasting for clients.


completeintel.com

"Then we have a product that we'll launch next year called Revenue Flow, which is a sales forecasting tool that will use balance of both client data and publicly available data to forecast client sales by product, by geography and so on and so forth. So we really only do three things: revenues, costs and raw data forecasts."

Forecasting across industries

Complete Intelligence's Cost Flow and Revenue Flow products are specific to direct clients. They are working with clients in the food and beverage sector, the energy sector, the chemical sector, and the technology sector.

"Anybody that manufactures a tangible good, should use our product," says Nash. "Because we can take their historical data we can configure their bills of material and they can see the exact cost and exact revenue of those products by month over time."

CI is not a consulting firm, so they offer their clients an annual license, which allows them to receive updated forecasts every month to understand how markets will iterate over time.

"We're integrating with the client's enterprise data," says Nash. "Whether it's their ERP system or their procurement system or their CRM, we're integrating with client's enterprise data, and we're creating forecast outlooks that are perfectly contextually relevant for client buying decisions."

Called out by Capital Factory

As a business solution, CI has garnered widespread industry confidence and accolades, such as Capital Factory's coveted "Newcomer of the Year" award, which recognizes innovative companies from a pool of 110 startups in Texas.

"Honestly, I couldn't believe it because with a startup like ours, there's so much hard work that goes into it, there's so much time, there's so much persistence," says Nash.

"And the types of startups that Capital Factory attracts are very competitive startups, so for us to receive this award, it's given us a huge amount of credibility in the market and it's really encouraged the team inside the company to understand that what we're doing is being recognized, it's meaningful and we're really going places."

From consulting to billions of monthly calculations

Nash is no stranger to going places. Before setting up shop in his native Texas, he lived in Singapore for 15 years where he started his career in sourcing and procurement for American retail firms.

"I became very sensitive to costs, cost inflections and I got very involved in global sourcing and international trade and then I did a couple of corporate turnarounds and start ups and so with that you see costs as an issue with those types of firms," Nash says.

He then worked with the Economist running their global research business. There, he grew familiar with how clients and customers use data. At IHS Markit, a global information provider.

"When I was working with those firms, those firms helped companies with planning," says Nash. "The problem is that those firms have very large errors in their forecasts. It is not just the internal forecasts that have a 30 percent or higher error rate in their forecasts, even the industry forecasters typically have around a 20 percent error rates in their forecasts.

"Even the people who should actually know where prices are going are not very good forecasters. With Complete Intelligence, we wanted to use data and use artificial intelligence to machine learning to create a better way to identify where costs and revenues will go for companies."

Every month, CI runs billions of calculations. They test their error rates and record them for clients that request them. With 700 assets that they show publicly, CI their average error rate is 3.7 percent, which is dramatically lower than both corporate procurement professionals and industry experts.

"With us doing billions of calculations, it allows us to run simulations and scenarios that your average analyst just can't do and most companies haven't even thought of. We're able to run a comprehensive view of activities in the world to understand how things directly and indirectly affect a cost. In Houston, for example, that could be crude oil or natural gas or something like that."

Proving its value

Last year, the company tested its platform with a natural gas trader. After reviewing the data, CI revealed to the client that natural gas would fall by 40 percent over the next year.

"They looked at our forecast and said they couldn't work with us because it didn't make sense," says Nash. "A 40 percent fall didn't make sense, so they didn't subscribe to us. That was 2018. What has happened over the past 12 months? Natural gas prices had fallen by 49 percent. You would look at our forecasts and say, 'Wow, that's a dramatic drop over 12 months.' But reality was even more dramatic than that and there weren't analysts out there saying what our model was telling us."

That natural gas trading company never admitted its faux pas, but if they had listened to CI, they could have positioned themselves to negotiate their vendors down for their cost base, which helps the margin of their business.

"Nobody ever admits mistakes," says Nash. "But when you think about the numerous materials that require natural gas, especially things that are manufactured in Houston, it affects a lot of costs."

Houston roots — by way of Asia

The missed opportunity with the natural gas trader notwithstanding, Nash is happy that he brought Complete Intelligence to Houston.

"I went to Texas A&M and grew up in Texas, so I moved back to Texas knowing how good Americans are with planning, with math and with data. I like Houston because people make stuff in Houston," Nash says. "We just found Houston to be perfect after spending 15 years in Asia given the global centrality of Houston. The industry's here and there's a lot of diversity in Houston."

Nash's expectation was that he would be able to work with Western multinationals to improve their analytics and their artificial intelligence processes because he has learned that there is a lot of pressure in American financial markets and analysts communities to really know what is happening within companies.

"We want companies to be able to really tightly plan their costs so they can better improve their profitability," says Nash. "That's what I wanted to do when we moved to the U.S. and we're finding that there's a lot of interest from companies."

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Houston firm invests $150M in leading 'lab on a chip' medical diagnostics co.

fresh funds

Houston-based health technology investment firm Hamershlag Private Capital Management Limited (HPCM) announced a $150.15 million venture investment in Patho Care LLC.

Patho Care is a “lab on a chip” medical diagnostics company known for its noninvasive point-of-care testing platforms, such as its Raman spectroscopy-based platform.

Its digital point-of-care testing devices are programmable, mobile, and reusable and can detect current or future respiratory bacterial or viral infections. The company says the technology is more cost-effective and provides results faster than traditional diagnostic methods.

“Patho Care LLC is a distinguished leader in healthcare diagnostics through the utilization of a novel approach with spectroscopy and this investment aligns with HPCM’s strategy of partnering with high-potential companies in dynamic industries,” L. Mychal Jefferson, Chairman of Hamershlag, said in a news release.

The transaction was structured as an acquisition and recapitalization using newly issued common stock and cash, which will work through a newly formed entity, PathoCare Holdings Inc. The deal will also facilitate the repayment of Patho Care LLC's existing financial obligations and settle Patho Care’s outstanding notes, helping ensure the company’s financial readiness, according to the release.

The investment will help Patho Care LLC improve operational efficiencies, broaden its service offerings and continue to innovate in the diagnostic testing space. The companies hope the collaboration will help “unlock new growth opportunities while maintaining the company’s legacy of excellence in an emerging technology,” according to a news release.

“Our commitment to delivering transformative value through innovative investments underscores our confidence in Patho Care’s vision and capabilities,” Jefferson added.

10+ can't-miss Houston business and innovation events for February

WHERE TO BE

From talks with the hall-of-fame beauty business founders to agtech and AI summits, Houston will host a number of events focused on innovation and innovators in February.

Here’s what not to miss and how to register.

Note: This post might be updated to add more events.

Feb. 7 – SheSpace Offsite: Coffee & Connection

Get out of the office and head over to Midtown network with fellow SheSpace members and working women via coffee and conversation.

This event is Friday, Feb. 7, from 2-4 p.m. at Kefita Coffee. RSVP here.

Feb. 11 – Texas Business Hall of Fame x Ion: Creators Series with Founders Janet Gurwitch (Laura Mercier) and Tiffany Masterson (Drunk Elephant)

Take part in Texas Business Hall of Fame’s launch of its Creators 2025 speaker series. Janet Gurwitch, founder of Laura Mercier, and Tiffany Masterson, founder of Drunk Elephant, will discuss lessons learned while building their global retail brands and their successful exits.

This event is Tuesday, Feb. 11, from 8–10 a.m. at the Ion. Register here.

Feb. 11 – How to Start a Startup

Gain insight from Mercury Fund’s Heath Butler and stick around for a happy hour afterward. This session, originally scheduled for Jan. 21, is geared toward entrepreneurs, small business owners, investors and academic partners

This event is Tuesday, Feb. 11, from 5:30–7 p.m. at the Ion. Register here.

Feb. 15 – Ion Family Tech Day: Youth Entrepreneurship with Lemonade Day University

Bring the whole family out to the Ion for a family-friendly entrepreneurial workshop with Lemonade Day. Kids can compete in a pitch competition to win free supplies, and trained instructors will coach kids on how to set goals, develop a business or marketing plan and budget, create a brand, save and invest money, and more.

This event is Saturday, Feb. 15, from 10 a.m.–12:30 p.m. at the Ion. Register here.

Feb. 18 — Female Founders and Friends

Connect with like-minded female founders, funders, and allies at this recurring event. Female Founders & Friends is open to all industries and coffee is provided.

This event is Tuesday, Feb. 18, at 9 a.m. at Sesh Coworking. Register here.

Feb. 20 — Diaspora Africa Conference

Come together to hear inspiring speakers, participate in interactive workshops and network with others who are passionate about African heritage and the contributions of the African diaspora. This event will showcase African innovation and allow attendees to connect with funding sources actively seeking high-growth opportunities in Africa.

This event is Thursday, Feb. 20, from 9 a.m.–6 p.m. at the Ion. Register here.

Feb 20–21 — TMC AI Summit 2025

The TMC AI Summit aims to translate advanced AI innovations into practical solutions for real-world biomedical and health care challenges by bringing together researchers, clinicians, and industry leaders. The event features various workshops and tracks with keynote speakers from Rice University, UTHealth, Microsoft Health Futures and other organizations.

This event is Thursday, Feb. 20, from noon–7 p.m. and Friday, Feb. 21, from 8 a.m.–5 p.m. at TMC Helix Park in the TMC3 Collaborative Building. Register here.

Feb. 25 — Houston Methodist Leadership Speaker Series at Ion - Tesha Montgomery

Hear from Houston Methodist’s SVP of System Patient Access about how the health care system is approaching improvements to patient access and highlighting women in health care leadership. Audiences can participate in a 30-minute discussion following Montgomery’s remarks.

This event is Tuesday, Feb. 25, from 4:45–6 p.m. at the Houston Methodist Tech Hub at the Ion. Register here.

Feb. 26 — Inaugural HTX AgTech Rodeo Innovation Summit 2025

Network with farmers, founders, startups and investors at the first-ever HTX AgTech Rodeo Innovation Summit. The all-day event will feature panels, fireside chats, a Saddle Up Pitch Competition and reception with live music.

This event is Wednesday, Feb. 26, from 8:30 a.m.–8 p.m. Find more information and register here.

Feb. 27 — NASA Tech Talks

Every fourth Thursday of the month, NASA experts, including longtime engineer Montgomery Goforth, present on technology development challenges challenges NASA’s Johnson Space Center and the larger aerospace community are facing and how they can be leveraged by Houston’s innovation community. Stick around after for drinks and networking at Second Draught.


This event is Thursday, Feb. 27, from 6-7 p.m. at the Ion. Register here.

Feb. 27–28 – QVIDTVM x The Ion: Inaugural Hack Day Competition

Investment firm QVIDTVM and the Ion are calling all data scientists, analysts, developers and innovators to a new hack day. Participants will aim to find the total value of real estate platformed by Airbnb globally and can participate in a Fireside Chat on AI with Nick King, founder and CEO of Data Kinetic. Teams can include up to four people and prizes for first through third place will be awarded.

This event is Thursday, Feb. 27, at 9:30 a.m. until Friday, Feb. 28, at 5 p.m. at the Ion. Register here.


Houston humanoid robotics startup secures millions in pre-seed funding

my robot

A Houston-based startup developing AI-powered humanoid robots for manufacturers and other businesses has raised more than $10 million in pre-seed funding less than a year after its founding.

Nic Radford, co-founder and CEO of Persona AI, declines to disclose the amount raised. However, he tells InnovationMap that it was an eight-figure total.

While not providing names, Radford says Persona AI’s first outside investors include VC firms, institutions and high-net-worth individuals in the U.S., London and Singapore. One of the high-net-worth investors was among the first employees at SpaceX, Elon Musk’s Brownsville, Texas-based aerospace company, according to Radford.

No Houston investors have participated in the funding round yet. However, Radford says he’s working on bringing aboard one local investor before the round closes.

“Houston’s the perfect city to do a company like this in,” Radford says. “It’s just not the perfect investor climate, but it's the perfect city from a customer aspect.”

Persona AI’s pre-seed funding comes amid a dramatic surge in investment capital chasing AI startups. Global funding for AI-related companies exceeded $100 billion in 2024, up more than 80 percent from the 2023 total, Crunchbase data shows.

Radford and co-founder Jerry Pratt, the startup’s chief technology officer, bootstrapped Persona AI. The third co-founder, Jide Akinyode, serves as Persona AI’s chief operating officer. Radford and Akinyode helped develop NASA’s six-foot-two-inch Valkyrie humanoid robot and both are former employees of Webster-based Nauticus Robotics, a provider of autonomous subsea robots.

Persona AI launched last June in what Radford calls “anti-stealth mode.” The startup is close to announcing its first customer, which does business in the industrial sector. Persona AI expects customers to take delivery of its first robot in 18 to 24 months, Radford says.

Persona AI will operate primarily as a robotics-as-a-service provider, with the company retaining ownership of the lifelike robots and selling the labor that they supply. Radford says the startup’s robots will help alleviate a shortage of skilled labor in sectors like manufacturing.

A report released last year by consulting firm Deloitte and the Manufacturing Institute declared that as many as 1.9 million manufacturing jobs in the U.S. could go unfilled between 2024 and 2033 due to a skills gap and a tight labor market.

Persona AI competes in a market with enormous potential. In November, analysts at Citi Global Insights projected that the global market for humanoid robots could soar to $7 trillion by 2050, with 650 million of the robots tackling all sorts of jobs.

Radford says Personal AI is developing a “rugged” five-foot-eight-inch humanoid robot that’s able to survive tough indoor and outdoor conditions and take on tasks like carting around sheet metal, tending to metal-stamping machines, moving storage bins and handling order fulfillment. He likens his company’s robot prototype to a Ford F-150 pickup truck, compared to the less-sturdy versions produced by robotics competitors, which he calls the Toyota Camry or Volkswagen Beetles of the field.

Radford says he and his team “are building a really compelling startup in one of the hottest markets and one of the greatest cities.” Employees work at Persona AI’s headquarters in Houston or its satellite office in Pensacola, Florida, where Pratt is located.

“We don’t hire anybody that’s not a rock star or superstar,” says Radford, “and I think the city is going to benefit tremendously from our efforts at Persona.”

Radford saw his last company, Nauticus Robotics, from founding to IPO, left the company in January and previously told InnovationMap that he couldn't get the idea of advancing humanoid robotics out of his head. Read more here.