Category Archives: Technology

CANONSBURG, Pa., Feb. 16, 2022 (GLOBE NEWSWIRE) -- HashiCorp (NASDAQ: HCP), a leader in multi-cloud infrastructure automation software, and River Point Technology, a digital service provider, announced a partnership to accelerate adoption of HashiCorp's products. The partnership will extend the prescriptive offerings that River Point Technology has successfully deployed with many of HashiCorp's customers. As companies work to build out their digital transformation journey in the midst of the Covid pandemic, it is imperative that the pace of business requirements be met.

River Point Technology has packaged subscription solutions that enable an organization to progress through the maturation of adopting modern solutions such as HashiCorp. The RPTAcceleratorTM subscription is built for organizations within all levels of maturation on their journey, from those who are just starting to more advanced organizations that are looking to gain accelerated adoption.

"The pace of digital transformation has only accelerated in the face of Covid, however the challenges of adopting new technology with limited resources are very real for companies of all sizes. We've been refining our subscription methodology to allow companies to leverage the power of automation without having to start from scratch," said Jeff Eiben, Founder and Owner of River Point Technology. "Our customers love that we're there with them through the journey to provide a level of accountability while serving as a safety net as they progress."

HashiCorp believes infrastructure enables innovation, and they are helping organizations to operate that infrastructure in the cloud. Their suite of multi-cloud infrastructure automation products underpin important applications for the largest enterprises in the world. As part of the once-in-a-generation shift to the cloud, organizations of all sizes, from well-known brands to ambitious start-ups, rely on HashiCorp's products to provision, secure, connect, and run their business-critical applications.

"River Point Technology's continued investments and expertise in multi-cloud and digital transformation makes them an ideal partner to help HashiCorp's enterprise customers operationalize a cloud operating model at scale. 57% of respondents to our 2021 State of Cloud Strategy Survey say there is a multi-cloud skills shortage, making our partnership with System Integration partners like River Point Technology critical to joint customer success," said Michelle Graff, Global Partner Chief at HashiCorp.

About HashiCorpHashiCorp is a leader in multi-cloud infrastructure automation software. The HashiCorp software suite enables organizations to adopt consistent workflows and a standardized approach to automating the critical process involved in delivering applications in the cloud: infrastructure provisioning, security, networking, and application deployment. HashiCorp's open-source tools Vagrant, Packer, Terraform, Vault, Consul, Nomad, Boundary, and Waypoint were downloaded approximately 100 million times during the fiscal year ended Jan. 31, 2021. Enterprise and managed service versions of these products enhance the open-source tools with features that promote collaboration, operations, governance, and multi-datacenter functionality. For more information, visit hashicorp.com or follow HashiCorp on Twitter @HashiCorp.

About River Point TechnologyRiver Point Technology helps enterprises tackle their most aspiring Cloud and DevOps projects with transformative capabilities redefining what is possible for their organization. River Point Technology was founded to support our clients at the crossroads of strategic vision, the ability to execute, and create successful Day 2 Readiness and Adoption outcomes. The River Point Technology teams bring a gamut of business and technical domain knowledge to enable success for your organization across the entire Cloud and DevOps lifecycle. For more information, visit riverpointtechnology.com or visit our LinkedIn page https://www.linkedin.com/company/river-point-technology-llc.

Press Contact

Dani Shirer, dshirer@riverpointtechnology.com

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HashiCorp and River Point Technology Announce Partnership - GlobeNewswire

U.S. Chamber of Commerce executive vice president Neil Bradley discusses the Q4 MetLife and U.S. Chamber of Commerce Small Business Index, which revealed inflation and worker shortages are the 'two principal headwinds hurting small businesses.'

The coronavirus pandemic has devastated many small and medium-sized businesses across America over the last two years, but many who have survived have come out stronger on the other side with new technologies and streamlined operations.

Carlyn Parker, the director of operations at Dependable Cleaners in Massachusetts, said that the coronavirus pandemic "decimated" the dry cleaning industry as her business's sales plummeted to 10% of prepandemic levels.

"It really made all of us look at every single thing that we do every day and say, Is it necessary? Is it not necessary? Or could we do it a better way?" Parker told FOX Business about her mindset at the time.

An open sign at a small wine shop during the COVID-19 pandemic. (iStock)

Dependable Cleaners incorporated Verizon's One Talk phone system so that one number can ring on multiple devices. The One Talk app allows calls toring on both your cell phone and/or business phone so calls never get missed in or out of the office.The app also has a texting feature so Dependable can directly text with customers on the go.

The upgrades were game-changers for the company, which has been in Parker's family since 1944 when her grandparents started it.

"All of these efficiencies really made a difference for us to be able to stay in business over the last two years," Parker said.

CONGRESS EXPLORING MORE COVID RELIEF FOR SMALL BUSINESSES AS OMICRON SURGES

About 63% of small business owners said last September that they were digitizing their business to enhance the customer experience, according to a survey conducted last year by Verizon and Morning Consult.

In many ways, the pandemic simply accelerated trends that were already happening, according to Verizon Business Markets President Aparna Khurjekar.

In this Friday, April 3, 2020, photo, a woman walks by local stores during the coronavirus pandemic in New York. (AP Photo/Mark Lennihan)

"Digital transformation, irrespective of the size of the business, was already in vogue before, prepandemic," Khurjekar told FOX Business. "What the pandemic did is pull forward, in many cases by years, the speed and pace of that transformation and speed and pace of adoption."

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Three-quarters of small business owners now say that the changes they've made over the past year will help their business long term, according to a Salesforce report last year.

"The companies that have come out strong are a lot more confident about not just their future, but being able to differentiate in that future," Khurjekar said.

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Small businesses incorporating new technology to survive the coronavirus pandemic - Fox Business

GILPIN COUNTY, Colo. As officials continue to investigate the cause of the Marshall Fire, which destroyed more than a 1,000 homes, the rest of Colorado has been reflecting on their own ability to combat such a fire.

"Gilpin County is plagued with the issue of one way in and one way out roads," said Nathan Whittington, spokesperson for the Gilpin County Office of Emergency Management.

The ability to evacuate becomes an even bigger concern when considering the thick trees and dry brush that surround the county's population of about 6,000, along with the tens of thousands of families that recreate in the area at times, according to Gilpin County Sheriff Kevin Armstrong.

"We need as much time as possible that we can to get those people out," Armstrong said. "We all know that the Marshal Fire took off like gangbusters."

In hopes of preventing another destructive wildfire, the county is testing out new technology, known as N5 sensors, that can alert first responders of a newly sparked fire early.

Denver7

"We can detect a fire from about half mile to a mile away," said Debra Deininger, a representative of the company N5 Sensors. "The sensors detect particulates, gases and infrared signatures, and looking at the signature combined from all three of those, we can tell if there's a fire."

A prototype of the N5 sensor was first available for testing last year in California in controlled situations. Last week, Gilpin County became the first place the sensor detected a fire in a real-life situation.

"We left the sensors out overnight, and that was actually the first time that we saw an unplanned signature and we're able to report it," Deininger said.

The sensors detected signatures of a flame from a controlled burn that forestry crews were unaware of 36 minutes before a human did, according to Whittington.

"The sensor actually indicated that one of the [burn] piles was igniting at 8 p.m. at night, and we were able to get a 36 minute head start before an actual 911 call came in," Whittington said.

That amount of time can make all the difference, which is why the county would like to place roughly 150 N5 sensors near subdivisions and other vulnerable areas.

Denver7 asked the state whether they would consider this technology elsewhere, should it be proven to be effective. The state's Division of Fire Prevention and Control said in part, "We are prepared to support fire departments and counties with preparedness and planning, early detection, aggressive initial attack efforts, and management of extended attack fires."

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Gilpin County tests new technology that could allow early detection of wildfires - The Denver Channel

As Connecticut-based Lane Construction prepares for the onslaught of Infrastructure Investment and Jobs Act (IIJA) projects about to come its way, director of VDC and BIM Matt Blake knows what needs to be done.

Blake is working with global engineering and design firm Stantec to steer the 130-year-old leader in heavy civil construction away from "old processes that are tried-and-true"and toward advanced digital delivery that will improve information sharing between design and construction teams, increasing accuracy, transparency, safety and timely decision-making to reduce risk and cost.

"At the end of the day, this likely means producing more projects in less time for less cost, in which case, it can help deliver much more of this IIJA plan,"Blake said. "As an industry, everyone has limited resources, so let's sharpen our efficiency pencil and try to deliver this."

Matt Blake

Courtesy of Lane Construction

As it stands, the horizontal construction industry's well-used pencils are far too dull to keep up with the barrage of projects about to come its way. Of the $621 billion IIJA earmarks to upgrade bridges, highways and roads, more than $500 billion will be dedicated to projects that use outdated methods, according to the Coalition for Smarter Infrastructure Investments, a group of tech companies pushing for accelerated deployment of automated workflow systems and 5D modeling.

"The processes used to design and manage infrastructure projects have been unchanged for decades, with many firms and public agencies still relying on pen-and-paper systems,"the coalition states.

In response to the coalition's lobbying, the IIJA includes $100 million ($20 million annually over five years) to encourage adoption of advanced construction management technologies a drop in the bucket, according to Si Katara, president of digital inspection company Headlight and one of the coalition's founders.

"Some people are like, 'For a $1.2 trillion bill, that may not be enough,'" he said.

The IIJA presents "a once-in-a-lifetime opportunity"to digitize, Katara added, but builders won't be able to keep up if they continue with the practices from the last 30 years.

"The reflex is to hold on like a life boat to your prior processes because that's what youre comfortable with, but people are realizing there just aren't enough resources out there, not enough humans who have the skill sets to do this," Katara said. "We have to embrace technology and innovation to bridge that gap."

Si Katara

Courtesy of Headlight

As Blake is quick to point out, no one expects the transition to be easy.

"There are a lot of things I don't know if ego is the right word that prevent us from adopting technology," he said. "A lot of this is 'the-way-we've-always-done-it'attitude, and that'sthe most expensive phrase you can use, in my book."

Lack of workers is one of the construction industry's biggest issues, causing two-thirds of contractors to struggle with meeting schedules, according to Infotech's civil quarterly report. Now, said Brad Barth, chief product officer for digital project management platform InEight, the IIJA is "throwing fuel on an already out-of-control fire."As experienced older workers retire, Barth said, their replacements will need tech to "make them smarter, so there's less rework, less chaos and more sharing of knowledge to help scale."

"The A players in any company are of limited number, and they're retiring,"agreed Ren Morkos, founder and CEO of ALICE Technologies, an AI-powered BIM platform. "It makes junior people way more able to perform like senior people."

RenMorkos

Courtesy of ALICE Technologies

Most construction professionals see digital transformation as their biggest source of opportunity for the coming year and predict software will be essential to their success in estimating, project cost management, scheduling and risk management, according to InEight's "Global Capital Projects Outlook 2021"survey shared with Construction Dive, but they're relying on general-purpose business software like Microsoft Excel as opposed to purpose-built solutions. To improve productivity, Barth said, contractors should get rid of spreadsheets across several weaker platforms and stop trying to "do all kinds of heroics in Excel."

Projects Controls Cubed (PC3), a San Diego-based virtual design and construction company with $7 billion under contract, is doing this with InEight's artificial intelligence-based system.PC3 Director Jeff Campbell says the platform is "like a superintendent with 30 years of experience who never retires."

PC3 uses InEight's AI to create a knowledge library of archived projects that can be accessed to automatically generate schedules and budgets. Campbell said InEight Schedule also saves PC3 millions of dollars in claims discovery by allowing the contractor to pull up time-stamped snapshots of projects instead of paying attorneys to dig through past documentation.

"That alone has paid for it,"he said.

Digital inspection will be crucial as IIJA projects gear up. State Departments of Transportation pay contractors based on measurable criteria such as asphalt tonnage poured or number of acres cleared, said Tom Webb, vice president of strategy/R&D for Texas-based HCSS, a civil business software provider.

Horizontal construction companies are a step ahead of state agencies and DOTs, which have been slow to adopt technology as they've dealt with lean staffs and inefficiencies since the Great Recession, Webb said. He expects the heavier burden of IIJA projects as well as contractors'innovation to force these owners to start looking at tech solutions.

"There are a lot of things state DOTs track manually that contractors are already doing in an automated way," Webb said. "Over the next eight-to-ten years, you're going to see them take a step forward and start using some of these technologies. That's going to help the overall efficiency of projects."

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Technology will be key for contractors on IIJA jobs, say experts - Construction Dive

If you've been using pixelation to redact sensitive information, you may want to use a different method instead as a security researcher has developed a new way to successfully recover pixelated words from redacted documents.

Lead researcher at the security firm Bishop Fox, Dan Petro has published a new blog post detailing how he was able to completely recover text from an image that was redacted suing the pixelation method.

While both news outlets and researchers often using pixelation or blurring to hide text in sensitive images published online, Petro has demonstrated that it is much safer to use opaque bars to hide text instead.

Petro began his research into how retrieve pixelated words from redacted documents after Jumpsec Labs put forth an open challenge for anyone to decipher the text in a pixelated image. After studying a number of pixelation and deobfuscation techniques, he came up with a solution for the challenge and sent his findings to Jumpsec Labs.

While there are a number of existing photo editing tools for enhancing pixelated images of people or landscapes, up until now there hasn't been a tool capable of recovering text found in pixelated images.

For this reason, Petro and Bishop Fox have released a new open source tool on GitHub called Unredacter. The tool is able to correctly reconstruct a document's original text in its entirety if it was redacted using pixelation.

Petro provided further insights on how users that need to redact text in a document should do so in his blog post, saying:

The bottom line is that when you need to redact text, use black bars covering the whole text. Never use anything else. No pixelization, no blurring, no fuzzing, no swirling. Oh, and be sure to actually edit the text as an image. Dont make the mistake of changing your Word document so that it has black background with black text.

Thankfully, many of the best PDF editors such as Adobe Acrobat DC already provide the ability to redact text in sensitive business documents.

Via BleepingComputer

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This amazing technology can retrieve pixelated words from redacted documents - TechRadar

BOSTON--(BUSINESS WIRE)--Wayfair Inc. (NYSE:W), one of the worlds largest destinations for the home, today announced Ashwin Rao joined the company as chief science officer, and Niraj Nagrani as vice president of global supplier marketplace, pricing, catalog and merchandising technologies. Both leaders report to Wayfairs incoming chief technology officer, Fiona Tan, and join Wayfairs strong bench of technologists driving the future of shopping across all categories of home.

Technology underpins everything we do at Wayfair, said Tan, incoming CTO, Wayfair. As an e-commerce and supply chain leader with suppliers and operations around the world, Wayfair is at the forefront of solving some of the most sophisticated and complex technological challenges facing retail. Ashwin and Niraj bring valuable expertise to the leadership team as we work together to drive the future evolution of our customer experience across online and physical retail.

In his role, Rao will help accelerate the companys continued growth through technological innovation fueled by machine learning, mathematical modeling and algorithms that further strengthen the shopping experience. Before joining Wayfair, Rao served as vice president of artificial intelligence at Target Corporation where he led Target's global AI and data science teams in developing products and solutions for supply chain, merchandising, search, recommendations and marketing. Rao will continue as adjunct professor at Stanford University, bringing the latest academic insights to Wayfairs technology.

The breadth and depth of Wayfairs technological operations and expertise rival that of any technologically-advanced organization, noted Rao. I look forward to leading innovation that creates operational efficiencies, enables consumers to easily find the right product, and helps Wayfair achieve its growth objectives.

Overseeing Wayfairs merchandising and supplier experiences, Nagrani will drive innovation to enhance Wayfairs global supplier catalog, merchandising, and pricing systems while also creating the best-in-class web/mobile experiences and data insights for suppliers. To this role, Nagrani brings more than two decades of tech leadership, most recently at Google as vice president of engineering, where he drove initiatives to deliver machine learning, artificial intelligence, mobile, web, and cloud tech solutions across Google consumer and developer products.

Wayfairs deep relationships across a world-class supplier ecosystem are critical to the success of our business, said Nagrani. We are committed to continually evolving our technology platform to make it as easy and efficient as possible for our suppliers to deliver their products to our customers. Both our supplier network and our customer base continue to grow, making this an exciting time to join Wayfair.

About Wayfair

Wayfair is the destination for all things home: helping everyone, anywhere create their feeling of home. From expert customer service, to the development of tools that make the shopping process easier, to carrying one of the widest and deepest selections of items for every space, style, and budget, Wayfair gives everyone the power to create spaces that are just right for them.

The Wayfair family of sites includes:

Wayfair generated $14.1 billion in net revenue for the twelve months ended September 30, 2021. Headquartered in Boston, Massachusetts with operations throughout North America and Europe, Wayfair employs approximately 16,000 people.

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Wayfair Names Ashwin Rao and Niraj Nagrani to Technology Leadership Team - Business Wire

Through a recent generous gift, alumnus Bob Kraft, BSME 61, and his wife Marie have expanded the existing Kraft Family Scholar award in Ohio Universitys Russ College of Engineering and Technology, providing additional support to create the Kraft Family Associate Professorships.

The Krafts established the Kraft Family Scholar Awards more than 20 years ago to provide associate professors of the Department of Engineering Technology and Management (ETM) the resources to enhance their academic growth. Over the last 20 years, $208,115 has been awarded.

After graduating from OHIO, 3.5 years in U.S. Navy, and seven years as a sales engineer, in 1972 Bob and Marie founded Kraft Fluid Systems. Over the last 50 years, their company has grown to be a leading distributor of mobile hydraulic equipment, hydraulic and electric drives, and electronic controls. The company requires International Fluid Power Society (IFPS) certifications for all of its technical employees, and in retirement, Bob Kraft served as president of the IFPS in 2007.

Throughout my career, I believed education, training, and experience lead to learning and competency, said Bob Kraft. The Krafts recognized their employee owners by becoming a 100 percent ESOP employee owned in 2000.

ETM Chair Dr. Todd Myers, himself a former Kraft Family Scholar, explains that faculty recipients will be awarded a stipend to support their research and engage in scholarly activities, like traveling to academic conferences. The Krafts expanded support will increase the stipend for each new Kraft Family Associate Professor.

The Kraft Family Scholar has been awarded to high-potential, mid-level, tenured faculty to encourage their growth within Ohio University, Myers said. Access to those stipends and showing that type of recognition helps secure those individuals and keep them engaged with the students, stay current in their discipline, and add value to the college, and the department.

Associate professors Dr. Neil Littell and Dr. Yuqiu You are the current Kraft Family Scholars. You, who started teaching at OHIO in 2015, views the award as a token of appreciation for her hard work.

I was very honored to receive this award, she said. It means that your colleagues, your department, and everyone recognized your hard work here. I think thats really great for junior faculty like me.

Thanks in part to the Krafts ongoing generosity, the Russ College will continue to attract the high-caliber faculty who receive a Kraft Family Associate Professorship.

I really appreciate that this award was established, and especially that it is awarded to junior faculty who came to OU and worked for several years, You said. This award is definitely something that motivates us.

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Alumnus' continued generosity helps recruit and retain talented Department of Engineering Technology and Management faculty - Ohio University

Russian state-sponsored hackers have been targeting security-cleared US defense contractors for at least two years, according to an alert released Wednesday by the Cybersecurity and Infrastructure Agency (CISA), Federal Bureau of Investigation (FBI), and National Security Agency (NSA).

According to the alert, Russian-backed actors had targeted cleared defense contractors (CDCs) and subcontractors that supported the Department of Defense (DoD) in a range of areas, including weapons and missile development, vehicle and aircraft design, surveillance and reconnaissance, and combat communications systems. Compromised entities include contractors supporting the US Army, Air Force, Navy, Space Force, DoD, and Intelligence programs.

Through intrusions against defense contractors, Russian-backed actors had acquired sensitive unclassified information as well as export-controlled technology, CISA said. Under normal circumstances, technology subject to export-control laws requires a license to be released to foreign entities, necessitating approval from the US government.

Though there is no mention of classified documents being stolen, details suggest that the nature of the information gives a significant understanding of US military operations.

The acquired information provides significant insight into U.S. weapons platforms development and deployment timelines, vehicle specifications, and plans for communications infrastructure and information technology, the text of the alert said. By acquiring proprietary internal documents and email communications, adversaries may be able to adjust their own military plans and priorities, hasten technological development efforts, inform foreign policymakers of U.S. intentions, and target potential sources for recruitment.

Given the success of current efforts, the FBI, NSA, and CISA anticipate that Russian state-sponsored cyber actors will continue to target defense contractors for information in the near future.

Although Russia is known for harboring cybercriminal gangs, direct attribution of cyber activities to Russian state-sponsored actors is rare and represents a forceful statement from the US agencies involved. As tensions continue on the Russian border with Ukraine, analysts have been particularly sensitive to state-sponsored cyberattacks from the country.

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Russian hackers have obtained sensitive defense information technology by targeting US contractors, according to CISA - The Verge

SAGINAW, MI Saginaw Valley State University is hosting a career fair today, Wednesday, Feb. 16, for those seeking employment in manufacturing and information technology.

The Saginaw Valley State University Manufacturing & Information Technology Employment Fair takes place from noon to 3 p.m. Wednesday at SVSUs Curtiss Hall. The event will feature more than 20 employers offering part-time and full-time employment as well as intern and co-op opportunities.

This event is open to anyone looking for a career in mechanical engineering, electrical engineering, computer science and computer information systems. Professional attire is recommended.

This is a terrific opportunity for those who want to explore internships and careers in manufacturing and IT fields, Jim Dwyer, executive director of SVSU career services, said in a statement.

Event sponsors include the Great Lakes Bay Manufacturers Association, Amigo Mobility International Inc., Nexteer Automotive and Hemlock Semiconductor.

Visit http://www.svsu.edu/careerservices to learn more.

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Population gap separating Saginaw city and township thins; 2020 Census reveals Saginaw County shifts

What are the 12 best new cars of 2022? Here are the experts picks

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Find a job in manufacturing or information technology at this SVSU career fair happening Feb. 16 - MLive.com

The year 2021 has been an exciting year for the Indian gaming market. This year, the online gaming sector has progressed and seen a paradigm shift it is because of a multitude of encouraging factors such as young and tech-savvy young population, feature-packed smartphones, affordable data connectivity, and overall technological development.

According to a KPMG report, India's online gaming market collected revenues of Rs 136 billion in 2021. With people spending more time online due to the pandemic, the gaming industry received a massive push.

With this growth trajectory, the industry is expected to advance at a compound annual rate of 21 per cent to Rs 290 billion ($3.84 billion) in the next five years.

Also read:Multi-gaming platform A23 appoints Shah Rukh Khan as brand ambassador

The growth was backed by the development of technology i.e. availability of high-speed data, digital payments, huge device penetration, and expansion in supply and quality of games.

With all these key driving factors, it is expected that Indian online gamers will rise to 510 million in 2022.

Data Science Backing the Growth of the Gaming industry

Data Science and Artificial Intelligence (AI) have changed the face of the gaming industry. While the competition is high in the gaming industry, the companies are racing to attract and engage their audiences through diversified models.

To achieve this, Data Science helps gaming companies to analyse different factors that affect the behaviour of the users such as consumption pattern, time spent on the platform, interaction time, quitting point, preference, outcomes, and scores.

Gaming companies are leveraging technologies such as photogrammetry techniques that use photographic data and convert them into realistic digital models.

On the other hand, motion pictures/capturing is a technology that helps in creating characters with more human traits. Data analytics also helps in improving the content based on data insights.The role of Data Science has seen an interesting growth in the development of gaming models. Along with that, there was an indicative development in analysing and identifying optimisation points, making predictions and empowering machine learning algorithms, identifying patterns and trends to guide service maps and improve gaming models.

Also Read:Here's how Jio-SES JV can give a push to gaming, ad-tech, and OTT sectors

The focus behind analytics and Data Science is to develop profitable games and engage users. For instance, developing better scenarios for gamers so they don't feel irritated or bored while playing.

Many companies also use data to detect the cases of fraud and cheating in the games and to resolve this, AI has come to the rescue for the gaming industry.The amount of data to be processed has started increasing as the number of users is now mounting at an exponential rate.

Hence, some of the key data such as users' playing time, interaction time, quitting point, preference, outcomes, scores, and other data are playing an important role in user acquisition.

Due to technological advancement, various data sets can now be put into AI and machine learning systems to provide gamers unique information and going forward this information can be used to understand and even personalize the users' expedition across the platform using clickstream data.Responsible AI in Gaming Technology

The AI-powered interactive, responsive and adaptive experiences in gaming are created by non-player characters (NPCs). The AI engines define the behaviour of these characters in the gaming world.

AI enables developers to deliver console-like experiences on different devices such as laptops and smartphones. Studies have shown that AI is somehow able to trigger the behaviour of human beings, which creates a huge need for responsible AI in the gaming industry.

This puts a huge responsibility on the companies to design, develop, procure, deploy and responsibly use technologies. The tools built with AI techniques enable the operators to analyse the needs of players, identify possible marketing opportunities, with odds compilation, and also with responsible gaming initiatives. While processing huge data created on the gaming platform, responsible AI also ensures a fair and safe gaming environment. Responsible AI in gaming is required to protect users and companies from the potential risks (including cyber risks) that may cause physical and digital harm.

To be fair, data scientists must be cautious and account for data bias while constructing models. For establishing a healthy gaming culture, maintaining ongoing user engagement while generating a safe, healthy online gaming arena, a well-structured AI/ML model will be critical.

This will further lead to an exponential growth of the gaming industry and will also attract international players to invest in the Indian gaming market.(The author is CEO & Founder of Witzeal Technologies Pvt. Ltd.)

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How data science and AI have evolved gaming technology - Business Today