When approaching prototype creation, you must make a series of decisions. This expert weighs in with her expertise. Photo courtesy

When embarking on the journey of developing and bringing a new product to the market, you as an inventor have to consider a multitude of aspects that add to the overall market success of your final product. And prototyping is one of the key product development stages that helps you achieve that.

Whether you're going to launch a hardware or a software product, or the combination of both — you need to have a prototype made. First, it allows you to validate your idea and see if it's worth investing time and money into. Second, it creates opportunities for product improvement, detection and elimination of design flaws, and cost reduction, especially during manufacturing.

Therefore, you will need to make a set of choices before you actually build a prototype to ensure that it results in a viable, cost-effective, and quality market-ready product. Let's look at major choice points and their implications that will help you navigate the process in the most efficient way.

To begin, let's look at the various options you have.

The success of any process lies in its foundation. Hence, before anything else you need to decide on the product development approach you're going to follow. Some inexperienced inventors, for instance, choose to go from product idea straight to having a prototype made. They skip three initial steps that are crucial for building a sound road map of the development process and creating a product with a maximum market potential.

In most cases, those inventors end up coming to companies that build prototypes to start from scratch. Usually, it's because they hit a dead end with their prototype or a product was manufactured with many defects. The latter is always a result of improperly optimized pre-production prototype, if optimized at all.

The extensive experience of our product development team shows that a methodological approach to the entire process, prototyping in particular, yields the most effective results. That's why we always recommend it to those inventors who choose to DIY their prototype. If you're one of them, here is a short version of the approach with steps it implies that you can use prior to prototyping. You can find the in-depth version here.

1. Product discovery

To set the path for the development of your idea you need to identify your product's strengths, weaknesses, opportunities, and threats. In other words, you need to conduct a SWOT analysis, which will help you learn about:

  • intellectual property opportunities
  • your competition and target market
  • features your product should have
  • time and cost of your idea development.

2. Concept design

Based on the results of the SWOT analysis, you can establish the road map of the development of your product and get to creating a concept or industrial design. Concept design is a virtual representation of your idea translated into 2D renderings and 3D CAD models that show you a rough look and functions your product will have. These should be built in accordance with preferences of your target audience to ensure the product's market fit. Concept design is usually made by a professional Industrial Designer. But if you have a basic knowledge of how to use industrial design software applications, then you can make it yourself.

3. Market and prior art research 

Another important step before prototyping is gathering and analyzing feedback from potential consumers. This is done through market research. With a concept design developed, you can conduct focus groups and consumer surveys to understand if the audience likes your idea. The information you get will give you more opportunities to improve your idea and add necessary changes to the design before prototyping, thus reducing the cost of the process and increasing market potential.

Prior Art Search, or research of existing patents, provides some of the benefits as market research. But its main purpose is to identify similar product ideas that have already been patented, so that you can make your product stand out by adding unique features to the design, as well as avoid a conflict of patent rights.

In a follow up article next week, we will discuss more decisions you must make during the prototype process. I have also previously contributed to guest columns on the following:

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Onega Ulanova is the founder of OKGlobal.

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Houston falls from top 50 in global ranking of 'World's Best Cities'

Rankings & Reports

Houston is no longer one of the top 50 best cities in the world, according to a prestigious annual report by Canada-based real estate and tourism marketing firm Resonance Consultancy.

The newest "World's Best Cities" list dropped Houston from No. 40 last year to No. 58 for 2026.

The experts at Resonance Consultancy annually compare the world's top 100 cities with metropolitan populations of at least 1 million residents or more based on the relative qualities of livability, "lovability," and prosperity. The firm additionally collaborated with AI software company AlphaGeo to determine each city's "exposure to risk, adaptation capacity," and resilience to change.

The No. 1 best city in the world is London, with New York (No. 2), Paris (No. 3), Tokyo (No. 4), and Madrid (No. 5) rounding out the top five in 2026.

Houston at least didn't rank as poorly as it did in 2023, when the city surprisingly plummeted as the 66th best city in the world. In 2022, Houston ranked 42nd on the list.

Despite dropping 18 places, Resonance Consultancy maintains that Houston "keeps defying gravity" and is a "coveted hometown for the best and brightest on earth."

The report cited the Houston metro's ever-growing population, its relatively low median home values ($265,000 in 2024), and its expanding job market as top reasons for why the city shouldn't be overlooked.

"Chevron’s shift of its headquarters from California to Houston, backed by $100 million in renovations, crowns relocations drawn by record 2024 Port Houston throughput of more than four million containers and a projected 71,000 new jobs in 2025," the report said.

The report also draws attention to the city's diversity, spanning from the upcoming grand opening of the long-awaited Ismaili Center, to the transformation of several industrial buildings near Memorial City Mall into a mixed-use development called Greenside.

"West Houston’s Greenside will convert 35,000 square feet of warehouses into a retail, restaurant and community hub around a one-acre park by 2026, while America’s inaugural Ismaili Center remains on schedule for later this year," the report said. "The gathering place for the community and home for programs promoting understanding of Islam and the Ismaili community is another cultural jewel for the country’s most proudly diverse major city."

In Resonance Consultancy's separate list ranking "America's Best Cities," Houston fell out of the top 10 and currently ranks as the 13th best U.S. city.

Elsewhere in Texas, Austin and Dallas also saw major declines in their standings for 2026. Austin plummeted from No. 53 last year to No. 87 for 2026, and Dallas fell from No. 53 to No. 78.

"In this decade of rapid transformation, the world’s cities are confronting challenges head‑on, from climate resilience and aging infrastructure to equitable growth," the report said. "The pandemic, long forgotten but still a sage oracle, exposed foundational weaknesses – from health‑care capacity to housing affordability. Yet, true to their dynamic nature, the leading cities are not merely recovering, but setting the pace, defining new paradigms of innovation, sustainability and everyday livability."

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This article originally appeared on CultureMap.com.

Waymo self-driving robotaxis will launch in Houston in 2026

Coming Soon

Houston just cleared a major lane to the future. Waymo has announced the official launch of its self-driving robotaxi service in the Bayou City, beginning with employee-only operations this fall ahead of a public launch in early 2026.

The full rollout will include three Texas cities, Houston, Dallas, and San Antonio, along with Miami and Orlando, Florida. Currently, the company operates in the San Francisco Bay Area, Phoenix, and Los Angeles, with service available in Austin and Atlanta through Uber.

Before letting its technology loose on a city, Waymo first tests the routes with human drivers. Once each locale is mapped, the cars can begin driving independently. Unique situations are flagged by specialists, and engineers evaluate performance in virtual replicas of each city.

“Waymo’s quickly entering a number of new cities in the U.S. and around the world, and our approach to every new city is consistent,” explained the announcement. “We compare our driving performance against a proven baseline to validate the performance of the Waymo Driver and identify any unique local characteristics.”

The launch puts Waymo ahead of Tesla. Elon Musk’s Austin-based carmaker has made a lot of hullabaloo about autonomy being the future of the company, but has yet to launch its service on a wide scale.

Waymo started testing San Antonio’s roadways in May as part of a multi-city “road trip,” which also included Houston. The company says its measured approach to launches helps alleviate local concern over safety and other issues.

“The future of transportation is accelerating, and we are driving it forward with a commitment to quality and safety,” Waymo wrote. “Our rigorous process of continuous iteration, validation, and local engagement ensures that we put communities first as we expand.”

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This article originally appeared on CultureMap.com.

Shipley Donuts launches AI-powered ordering assistant

fresh tech

Popular Houston-born doughnut chain Shipley Donuts has added a first-of-its-kind AI-powered assistant to its online ordering platform.

The new assistant can create personalized order recommendations based on individual or group preferences, according to a news release from the company. Unlike standard chatbox features, the new assistant makes custom recommendations based on multiple customer factors, including budgetary habits, individual flavor preferences and order size.

"We're not just adding AI for the sake of innovation — we're solving real customer pain points by making ordering more intuitive, personalized and efficient," Kerry Leo, Shipley Vice President of Technology, said in the release.

The system also works for larger events, as it can make individual orders and catering recommendations for corporate events and meetings by suggesting quantities and assortments based on group size, event type and budget.

According to Shipley, nearly 1 in 4 guests have completed orders with the new AI technology since it launched on its website.

“The integration of the AI ordering assistant into our refreshed website represents a significant leap forward in how restaurant brands can leverage technology to enhance the customer experience,” Leo added in the release.