Deloitte lays out the benefits of digital innovation

Cross-functional teams help aid innovation. Photo by Hinterhaus Productions/Getty

Some workers fear technology, wondering "will a robot eventually replace my job?" Yet, Deloitte Insights and MIT Sloan Management Review found in a recent study that the more a company uses digital technology, the more likely it is to be innovative, which can benefit individuals, teams, organizations, and groups of organizations.

Deloitte and MIT collaborated for the fifth time to conduct a global study about digital innovation. They surveyed more than 4,800 businesspeople and interviewed 14 subject matter experts. The results were published in a June 2019 report titled "Accelerating Digital Innovation Inside and Out."

Deloitte and MIT shared two main findings from the survey:

Digitally maturing companies innovate at higher rates — both internally and externally — than companies with early or developing digital maturity.
Companies should know their ethics so that they can innovate wisely.

Internal innovation
Most digitally maturing companies innovate internally in two ways. First, they typically allow individuals to innovate within their jobs. The more digitally mature a company is, the more likely an employee was to say that more than 10 percent of their work involves the opportunity to experiment and innovate. The opposite was also true. Employees of less digitally mature companies were more likely to say that less than 10 percent of their work involves the opportunity to experiment and innovate.

In addition to encouraging individuals to innovate, most digitally maturing companies urge groups to innovate by establishing cross-functional teams. These teams are generally comprised of individuals from across multiple departments and roles and often exist to accomplish a specific task. Deloitte and MIT found that 83 percent of digitally maturing companies surveyed use cross-functional teams. This is far higher than respondents of either developing or early-stage companies' cross-functional team use — 71 percent and 55 percent, respectively.

External innovation
In addition to having employees innovate internally (both individually and in groups), digitally maturing companies often innovate externally by collaborating with others (e.g., their customers, their competitors, government institutions, and more) in their ecosystem. Ecosystems, which are formal or informal networks of organizations working toward a common goal, typically feed innovation in two ways. First, they integrate platform companies, meaning that companies that provide services to other companies — such as Amazon and PayPal — are both a part of the ecosystem and also strengthen it by being part of it.

Second, digitally maturing companies allow all organizations within the network to get better feedback. A company is not just getting feedback from their own customers, but from all customers within the ecosystem.

Ethics and innovation
In order to get the most benefit from their internal and external collaborations, companies should use "loose coupling," a term first coined by organizational theorist Karl Wieck. This means that individuals are linked to teams, teams to the organization, and the organization to fellow members of its ecosystem — but not too tightly. This model allows people the freedom to have both some autonomy and also some oversight as they innovate. If people are micromanaged, they are not able to innovate as well.

Because innovation requires loosening the reins somewhat, companies should have strong ethics systems in place. Otherwise, innovation can get out of hand, and a company risks having employees develop goods or services which aren't in line with organizational values.

Survey conclusion
Over half (56 percent) of survey respondents said they think their organization will exist and be in a much stronger position in 10-20 years due to the organization's use of digital capabilities. A similar percentage (44 percent) of survey respondents said that in 10-20 years, they think that their organization will have been bought out or gone out of business. Companies can act based on market and competitive forces but cannot control them. Companies can, however, decide how much of a priority digital innovation will be.

If they decide it is a priority, how can companies become more innovative? Companies should consider several tips:

Work with other organizations within your ecosystem.
Prioritize cross-functional teams.
Use loose coupling which allows room for trial and error.
Establish and continually update your ethics guidelines.

Innovation in Houston
The Houston innovation scene is thriving, and local organizations know that they are stronger together than apart. Houston Exponential is a "nonprofit organization created to accelerate the growth of Houston's innovation ecosystem" which hopes to "turn Houston into a hub for high-growth high-potential companies by creating pathways for innovation to flow at scale." Houston Exponential has stakeholders from companies, non-profits, government entities, and academic institutions.

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This publication contains general information only and Deloitte is not, by means of this publication, rendering accounting, business, financial, investment, legal, tax, or other professional advice or services. This publication is not a substitute for such professional advice or services, nor should it be used as a basis for any decision or action that may affect your business. Before making any decision or taking any action that may affect your business, you should consult a qualified professional advisor. Deloitte shall not be responsible for any loss sustained by any person who relies on this publication.

About Deloitte
Deloitte refers to one or more of Deloitte Touche Tohmatsu Limited, a UK private company limited by guarantee ("DTTL"), its network of member firms, and their related entities. DTTL and each of its member firms are legally separate and independent entities. DTTL (also referred to as "Deloitte Global") does not provide services to clients. In the United States, Deloitte refers to one or more of the US member firms of DTTL, their related entities that operate using the "Deloitte" name in the United States and their respective affiliates. Certain services may not be available to attest clients under the rules and regulations of public accounting. Please see www.deloitte.com/about to learn more about our global network of member firms.

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Rice, Houston Methodist developing soft 'sleep cap' for brain health research

Researchers and scientists at Rice University and Houston Methodist are developing a “sleep cap” that aims to protect the brain against dementia and other similar diseases by measuring and improving deep sleep.

The project is a collaboration between Rice University engineering professors Daniel Preston, Vanessa Sanchez and Behnaam Aazhang; and Houston Methodist neurologist Dr. Timea Hodics and Dr. Gavin Britz, director of the Houston Methodist Neurological Institute and chairman of the Department of Neurosurgery.

According to Rice, deep sleep is essential for clearing waste products from the brain and nightly “cleaning cycles” help remove toxic proteins. These toxic proteins, like amyloids, can accumulate during the day and are linked to Alzheimer’s disease and other neurological issues.

Aazhang, director of the Rice Neuroengineering Initiative, and his team are building a system that not only tracks the brain’s clearing process but can also stimulate it, improving natural mechanisms that protect against neurodegeneration.

Earlier proof-of-concept versions of the caps successfully demonstrated the promise of this approach; however, they were rigid and uncomfortable for sleep.

Preston and Sanchez will work to transform the design of the cap into a soft, lightweight, textile-based version to make sleep easier, while also allowing the caps to be customizable and tailored for each patient.

“One of the areas of expertise we have here at Rice is designing wearable devices from soft and flexible materials,” Preston, an assistant professor of mechanical engineering, said in a news release. “We’ve already shown this concept works in rigid device prototypes. Now we’re building a soft, breathable cap that people can comfortably wear while they sleep.”

Additionally, the research team is pursuing ways to adapt their technology to measure neuroinflammation and stimulate the brain’s natural plasticity. Neuroinflammation, or swelling in the brain, can be caused by injury, stroke, disease or lifestyle factors and is increasingly recognized as a driver of neurodegeneration, according to Rice.

“Our brain has an incredible ability to rewire itself,” Aazhang added in the release. “If we can harness that through technology, we can open new doors for treating not just dementia but also traumatic brain injury, stroke, Parkinson’s disease and more.”

The project represents Rice’s broader commitment to brain health research and its support for the Dementia Prevention Research Institute of Texas (DPRIT), which passed voter approval last week. The university also recently launched its Rice Brain Institute.

As part of the project, Houston Methodist will provide access to clinicians and patients for early trials, which include studies on patients who have suffered traumatic brain injury and stroke.

“We have entered an era in neuroscience that will result in transformational cures in diseases of the brain and spinal cord,” Britz said in the release. “DPRIT could make Texas the hub of these discoveries.”

Autonomous truck company with Houston routes goes public

on a roll

Kodiak Robotics, a provider of AI-powered autonomous vehicle technology, has gone public through a SPAC merger and has rebranded as Kodiak AI. The company operates trucking routes to and from Houston, which has served as a launchpad for the business.

Privately held Kodiak, founded in 2018, merged with a special purpose acquisition company — publicly held Ares Acquisition Corp. II — to form Kodiak AI, whose stock now trades on the Nasdaq market.

In September, Mountain View, California-based Kodiak and New York City-based Ares disclosed a $145 million PIPE (private investment in public equity) investment from institutional investors to support the business combo. Since announcing the SPAC deal, more than $220 million has been raised for the new Kodiak.

“We believe these additional investments underscore our investors’ confidence in the value proposition of Kodiak’s safe and commercially deployed autonomous technology,” Don Burnette, founder and CEO of Kodiak, said in a news release.

“We look forward to leading the advancement of the commercial trucking and public sector industries,” he added, “and delivering on the exciting value creation opportunities ahead to the benefit of customers and shareholders.”

Last December, Kodiak debuted a facility near George Bush Intercontinental/Houston Airport for loading and loading driverless trucks. Transportation and logistics company Ryder operates the “truckport” for Ryder.

The facility serves freight routes to and from Houston, Dallas and Oklahoma City. Kodiak’s trucks currently operate with or without drivers. Kodiak’s inaugural route launched in 2024 between Houston and Dallas.

One of the companies using Kodiak’s technology is Austin-based Atlas Energy Solutions, which owns and operates four driverless trucks equipped with Kodiak’s driver-as-a-service technology. The trucks pick up fracking sand from Atlas’ Dune Express, a 42-mile conveyor system that carries sand from Atlas’ mine to sites near customers’ oil wells in the Permian Basin.

Altogether, Atlas has ordered 100 trucks that will run on Kodiak’s autonomous technology in an effort to automate Atlas’ supply chain.

Rice University scientists invent new algorithm to fight Alzheimer's

A Seismic Breakthrough

A new breakthrough from researchers at Rice University could unlock the genetic components that determine several human diseases such as Parkinson's and Alzheimer's.

Alzheimer's disease affected 57 million people worldwide in 2021, and cases in the United States are expected to double in the next couple of decades. Despite its prevalence and widespread attention of the condition, the full mechanisms are still poorly understood. One hurdle has been identifying which brain cells are linked to the disease.

For years, it was thought that the cells most linked with Alzheimer's pathology via DNA evidence were microglia, infection-fighting cells in the brain. However, this did not match with actual studies of Alzheimer's patients' brains. It's the memory-making cells in the human brain that are implicated in the pathology.

To prove this link, researchers at Rice, alongside Boston University, developed a computational algorithm called “Single-cell Expression Integration System for Mapping Genetically Implicated Cell Types," or SEISMIC. It allows researchers to zero in on specific neurons linked to Alzheimer's, the first of its kind. Qiliang Lai, a Rice doctoral student and the lead author of a paper on the discovery published in Nature Communications, believes that this is an important step in the fight against Alzheimer's.

“As we age, some brain cells naturally slow down, but in dementia — a memory-loss disease — specific brain cells actually die and can’t be replaced,” said Lai. “The fact that it is memory-making brain cells dying and not infection-fighting brain cells raises this confusing puzzle where DNA evidence and brain evidence don’t match up.”

Studying Alzheimer's has been hampered by the limitations of computational analysis. Genome-wide association studies (GWAS) and single-cell RNA sequencing (scRNA-seq) map small differences in the DNA of Alzheimer's patients. The genetic signal in these studies would often over-emphasize the presence of infection fighting cells, essentially making the activity of those cells too "loud" statistically to identify other factors. Combined with greater specificity in brain regional activity, SEISMIC reduces the data chatter to grant a clearer picture of the genetic component of Alzheimer's.

“We built our SEISMIC algorithm to analyze genetic information and match it precisely to specific types of brain cells,” Lai said. “This enables us to create a more detailed picture of which cell types are affected by which genetic programs.”

Though the algorithm is not in and of itself likely to lead to a cure or treatment for Alzheimer's any time soon, the researchers say that SEISMIC is already performing significantly better than existing tools at identifying important disease-relevant cellular signals more clearly.

“We think this work could help reconcile some contradicting patterns in the data pertaining to Alzheimer’s research,” said Vicky Yao, assistant professor of computer science and a member of the Ken Kennedy Institute at Rice. “Beyond that, the method will likely be broadly valuable to help us better understand which cell types are relevant in different complex diseases.”

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This article originally appeared on CultureMap.com.

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