TBW ADVISORS LLC

Tag: genai

  • Industry Whispers: Deep Learning and Generative AI in production – an engineering Panel

    This webinar will feature a panel of engineers that have deployed generative AI and their solution is in customers’ hands. You will be able to take away insights on the selection of technology, the process of realizing a solution, pitfalls, nightmares and what the panelists would do differently next time. 

    Research Code 2036.

    Industry Whispers (SM): Generative AI & Deep Learning in Production – Lessons Learned

    Friday, May 24, 2024 10:00 AM – 11:00 AM(UTC-08:00) Pacific Time (US & Canada)

    This webinar will feature a panel of engineers that have deployed deep learning and generative AI and their solution is in customers’ hands. You will be able to take away insights on the selection of technology, the process of realizing a solution, pitfalls, nightmares and what the panelists would do differently next time. 

    Can’t attend? Register and submit your question anyway, the answer will be on our YouTube channel.

    Research Code: 2045

    Dr. Doreen Galli has 6 degrees including a Waterloo CS Ph.D. in SIMD data storage and 8 patent held by IBM with 2 more pending at Microsoft. She has led significant and measurable changes at IBM, DPWN, Dell, ATT and most recently Microsoft where she was the platform architect for Azure and CTO in Azure’s MCIGET. She was trained as an analyst by Gartner where she was recognized as an expert in all things data from ingestion, quality, governance, integration, management and all forms and analytics including sensor data.

    An All-American Athlete Collegiate Runner, Dr. Galli enhanced her formal education with process improvement certifications of Black Belt, Lean Six Sigma, and Pull Thinking, along with Technology and Network Transformation Certifications from AT&T. She is a Top 25 Women on the Web recipient and a published author with over 200 articles. Her first book, “Distributed Operation Systems” was published by Prentice Hall in English and Chinese. Her second book, “Galli’s Keys to Success: Optimize your College Career” is available via online bookstores. Dr. Galli has been an invited speaker at such distinguished venues as Forbes Executive Summit, CIO Summit, CIO Academy, Grace Hopper, Network+ Interop Las Vegas, Gartner’s Catalyst as well as The Internet Security Conference.

    Omer Segal is the Head of AI at Pixellot, overseeing the AI group responsible for researching and developing automated sports production and automatic game highlights generation for Pixellot AI-automated sports camera systems. He has extensive leadership experience as CTO and R&D Director at companies in homeland security, mapping, and sports technology, where he oversaw the development of innovative AI applications. Omer’s project portfolio includes creating land vehicle and aerial mapping and navigation systems, AR applications for archaeological reconstructions, and athletes’ video analysis applications.

    Omer holds a BSc and an MSc in Electrical Engineering from Tel Aviv University, specializing in the application of advanced technologies such as deep learning, computer vision, and signal processing.

    With 20 years of experience as a Character Technical Director, I bring expertise in motion capture and avatar creation for diverse productions. Originally focusing on rigging for films, commercials, and games, I transitioned to real-time motion capture and game engine rigging over the past five years. Integrating AI into motion capture and avatar systems has been a recent passion, alongside a commitment to exploring new technologies and their synergies. From rigging for TV shows like “The Flash” to contributing to 3D Bitmoji development and virtual concert setups, my journey reflects a dedication to innovation and collaboration in the ever-evolving landscape of AI and entertainment technology.

    Heather Osborn was most recently Senior Director of DevOps at Cerebral, an online mental health care company which filled a much needed gap in access to this critical service.

    She has worked in technology as a systems and operations engineer and manager for over 25 years. Much of her career was spent working with on premises systems at Ticketmaster, where she helped grow the online presence from a handful of Windows gaming desktops set up as web servers to a global system, a mix of on premises and cloud-based systems that experienced unbelievable surges in traffic whenever a popular event went on sale.

    Her more recent career path has been entirely cloud-based, with a focus on AWS and Kubernetes. The goal is to lead teams to creating maintainable, secure infrastructure to enable developer autonomy and rapid iteration.

    She will be speaking at Southern California Linux Expo for the second time this coming Saturday with a presentation entitled: Organic Isn’t Always Good for You, which is a discussion of the methodology employed in bringing an organization to a more mature stable infrastructure rather than something that grew organically over time.

    She has been actively involved in women’s groups at her companies, including being a charter member of Minority Genders in Tech at Cerebral. She’s also served multiple years as a mentor of young women and girls who are interested in exploring technology. She is drawn to this cause because she’s often been the only woman on a team.

    She is also an avid distance runner, technology evangelist, live music aficionado, immersive camping enthusiast, dedicated mother, and cat mom.

    Ziyuan(Zac) is the Chief Scientist at Birch.AI, where he spearheads the research and development of LLM and ASR models to automate healthcare call-center workflows. He is responsible for selecting and designing ML models, data processing, production system architecture, and deployment. With over 10 years of experience in speech recognition and natural language processing systems, Ziyuan has a proven track record of delivering production-ready systems for tasks such as classification, named entity recognition, and real-time transcription. Ziyuan holds a bachelor’s degree from Tsinghua University Beijing and a master’s degree from the Johns Hopkins University where he worked at the Center for Language and Speech Processing on projects that led to the creation of many open-source NLP and ASR toolkits

  • Conference Whispers: Money 20/20 USA 2024

    Conference Whispers: Money 20/20 USA 2024

    Las Vegas, NV October 27-30

    Published: November 1, 2024                      ID: 2053

    Readers: November 2, 2024

    Analyst: Dr. Doreen Galli

    Photojournalist: Dr. Doreen Galli

    ABSTRACT

    Money 20/20 USA 2024 was held at the Venetian and boasted over 10,000 attendees from over 90 countries with 80% of attendees coming from the USA. The over 400 speakers and 300 exhibits were captured by TBW Advisors with over 340 minutes of video captured and posted. As the place where money does business, the event brings together the ecosystem of money spanning banks payments tech startups, and capital market. AI everywhere, cross bank collaboration and cross geography collaboration along with fighting fraud were the key themes throughout.

    Highlights

    • AI everywhere with particular focus on fight fraud along with cross bank and cross-border collaboration was discussed throughout the keynotes and the exhibits.

    Cautions

    • As with all new AI technology use cases, it is critical to verify the quality of the data used in training the models and identify any inherent biases. The desire is to increase accessibility of the fintech market as opposed to further facilitating biases and disenfranchisement.

    Conference Vibe

    After more than 340 minutes of taping, 29 videos, a few hundred shorts forthcoming, and over 50 fact checks, our coverage of the Money 20/20 USA 2024 closes. Money 20/20 USA had over 10,000 attendees, 400 speakers, and 300 exhibits full of vendors from around the world*. Nonetheless, there were no lines at registration to pick up one’s badge. An exciting note was shared during the press briefing that 47% of speakers were women in 2024 up from 11% in 2023. The conference provided a full breakfast for all attendees as well as some smaller stations with continental breakfast. If that wasn’t enough food, have no fear a full lunch was also available to all attendees right in the exhibit hall as well. Speakers graced one of 6 stages with a fan favorite being the Sentient stage featuring Money 20/20’s custom sentient robot, Aiana-live.

    Focus on the customer!

    No matter where in the world one resides, your life is impacted by fintech. Some experience significant inconveniences such as sending digital money to relatives across the globe only for those relatives to receive physical money. Cross border payments maintaining digital banking convenience was one of the examples shared in the distinguished panel on creating a new language for cross-border payments. This panel featured Ryan Zagone from Wise who presented his company’s solution. Other panelists included leaders from TBD – a block company, Bankaya and Vansary. A key to achieving customer desired functionality is continual modernization of payment platforms beyond migrating to the cloud. This panel included leaders from Wise, Bank of America, Deloitte, and Amazon. A session on Navigating the journey to the cloud featured leaders from Featurespace, AWS and T-Sys. The focus of this session was the need for collaboration amongst partners for the benefit of the customers. One part of the ecosystem cannot go to the cloud if critical components they depend on remain on premise. The migration journey is never truly completed. To ensure your product has solid APIs to easily integrate with the rest of the market, APImatic shared their product on the expo floor. APIMatic increases adoption by leveraging automation to ensure you complete the journey to usable APIs.

    One key ingredient every business requires is customers! The panel, “Small is the next big thing” emphasized the sheer magnitude of opportunity by serving small businesses which make up 44% of the US GDP. This panel featured leaders from Co-created, Penelope, and SMB Franchise Advisors. The emphasis was to encourage the creation of a one-stop shop, a single pane solution for all one’s financial needs for the SMB space. One method to extend the reach to additional customers includes embedded payments and private capital to expand the consumer credit space. A panel on this topic featured leaders from Jeffries, Milken Institute, Citi and Pagaya. The session emphasized the need for new risk rating models for those not currently served by the sector. In this regard, an AI risk decision engine for financial services by Bordo.ai was displayed in the expo hall.

    Once you have your customers, you want them to have an amazing experience. To facilitate a unified view of all customer activities on your platform, Mixpanel was one of the vendors on hand demonstrating their capabilities. This product along with the talk on hyper-personalization in the age of AI reminded us of our coverage of the Adobe Summit. If this is a passion area be sure to review this research as well as enjoy its related playlist.

    Trust

    Expanding on the hyper-personalization to serve customers, a fireside chat featured Fortune reporter Luisa Beltran interviewing PayPal’s Frank Keller. Titled, AI + Trust, the question of when too personalization becomes a creepy user experience was discussed. The one where you have a conversation on the phone then suddenly your computer has an advertisement for such a product. Part of the challenge with the trust question arises because the bad guys are organized, collaborate, and share information but the good guys do not. As discussed in the session “Fighting Fraud in an AI First World’, until the good teams collaborate, the issue will remain. This exciting panel featured leaders from Google, Mostly AI, BNY and Swift. This point was also emphasized in How AI Innovation Influences Trust and Safety panel. This panel featured leaders from JP Morgan, Walmart, Trulioo, and OpenAI. A key takeaway included that AI plus humans is creating new capabilities to try to counterbalance the aggressive progressive of the fraudsters leveraging AI in a coordinated fashion.

    Trust is a two-way street. For financial institutions attempting to establish trust with their customers, they may wish to leverage Inscribe.AI. This platform reviews all documents turned in by customers for signs of fraud leveraging generative AI. Maintaining compliance can also assist with maintaining trust. A highly automated intelligent solution for achieving compliance that is traceable, explainable, and auditable by Trisotech was on exhibit. As anyone who has played with early consumer editions of generative AI knows, true value of generative AI is not just the answer but understanding the why behind the generated answer. If, however, your organization is interested in leveraging behavioural AI to prevent fraud, Futurespace may be one of the products for your organization to evaluate.

    Nothing loses a customer’s trust like compromising their privacy and their data. Sometimes, no matter the steps taken, a company accidently leaves a backdoor open or misconfigures their environment compromising customer trust. Have no fear, Packetlabs and their white hats are here to offer their services. Remember: it is always better to hire white hats to find your security issues instead of finding out on the front page of the news.

    Finally, one of the more critical aspects of trust according to SEC Chair, Glen Gensler is the whistleblower program. This was one of the many topics discussed in this fireside chat.

    Identity

    We had a flashback to our coverage at Identiverse, as one might expect at any conference in a highly regulated space. The expo hall had some identity solutions on display. A true global identity solution can be difficult to find but Shufti shared their solution. Available across 240 countries validating over 10,000 document types with outcomes in over 150 languages, Shufti is based out of London.

    Another identity problem arises in Fintech around the use of credit cards. Is the person using the card really the person we issued the card to? Prove shared their solution that enables you to prove it is really you with only one small line added to the magnetic strip. Prove interestingly leverages the technology within smartphones today to enable the credit card to be a key. With a tap of your credit card to the phone, the phone can let the company know if it is really the card holder holding the official card making the charge.

    AI

    While very little of the conference did not involve AI, a key concern within Fintech involves using public models with their highly regulated data. Glean shared their product that consumes all your internal data to create a customer LLM for your organization. If your emphasis is one producing customer facing content from your own data, then Writer that leverages generative AI over your own data may be something to explore.

    One of the more creative talks on Generative AI was titled, “Killer GENAI Cake”. Emphasizing the parallels to how baking powder created new use cases for baking, GENAI will expedite fintech and related user experiences to the next level. Featuring leaders from Microsoft, iGenius, Growfin and Citizens. Questions addressed by this panel included what use cases could materialize in 2025 and beyond?

    Next Year’s Conference

    Next year’s Money 20/20 USA will be once again held at the Sands Convention Center on October 26-29, 2025.

    *When vendors’ names are shared as examples in this document, it is to provide a concrete example of what was on display at the conference, not an evaluation or recommendation. Evaluation and recommendation of these vendors are beyond the scope of this specific research document. Other examples products in the same category may have also been on display.

    ©2019-2025 TBW Advisors LLC. All rights reserved. TBW, Technical Business Whispers, Fact-based research and Advisory, Conference Whispers, Industry Whispers, Email Whispers, The Answer is always in the Whispers, Whisper Reports, Whisper Studies, Whisper Ranking , The Answer is always in the Whispers, and One Change a Month, are trademarks or registered trademarks of TBW Advisors LLC. This publication may not be reproduced or distributed in any form without TBW’s prior written permission. It consists of the opinions of TBW’s research organization which should not be construed as statements of fact. While the information contained in this publication has been obtained from sources believed to be reliable, TBW disclaims all warranties as to the accuracy, completeness or adequacy of such information. TBW does not provide legal or investment advice and its research should not be construed or used as such. Your access and use of this publication are governed by the TBW Usage Policy. TBW research is produced independently by its research organization without influence or input from a third party. For further information, see Fact-based research publications on our website for more details.

  • ­­­Conference Whispers: InfoComm 2024

    ­­­Conference Whispers: InfoComm 2024

    Analyst: Dr. Doreen Galli

    Photographer: Dr. Doreen Galli

    ABSTRACT

    IC24, InfoComm 2024, spanned 7 days and welcomed 36,967 registered visitors from 125 countries. It is the premier event for AV professionals (71%) and their customers (29%). Held at Las Vegas Convention Center West and Central Halls in Las Vegas from June 8-14, IC24 had 833 exhibitors. Transparent Micro LED, Kinetic LED and LEDs in all shapes and sizes could be seen along with a highly interactive video boards in the 407,000 net square feet of exhibition space. After over 400 minutes of recording and 9 Vegas Loop rides, and some 35 factchecks, our coverage of IC24 ends.

    Conference Vibe

    One cannot help but notice you are at a true AV conference when attendees stand to geek out over the huge sign in the West Hall discussing how it is or how they would create such an item. Something we had not witnessed prior. IC24 is the premier event for AV professionals (71%) and IT professionals dealing with AV (29%). The 36,967 registered visitors from 125 countries had no significant wait time while registering as registration rarely had a line at all.

    Spanning seven days, IC24 leverages 407,000 square feet of exhibits* in the Las Vegas Convention Center West Hall and Central Hall. The two halls are connected by a connected hallway one could walk or  riding the Vegas Loop. If you chose the walking route – quite a view including one of Sphere can be seen. Due to construction, finding the Vegas Loop from Central Hall required a covered walking through a temporary hallway. A very formal ceremony was held to open Central Hall including a formal ribbon cutting. We also filmed Thursday’s Central Hall opening and tried out timelapse effect in Central Hall for the first time. If you got hungry, the show provided food or you could buy food in the food court in Central Hall or anywhere in West Hall’s food court. Our entire playlist of video research at InfoComm 24 is available at our YouTube Channel. Save the list to capture related shorts when they are released.

    The Latest LED Capabilities

    While CES has a large collection of LED screens, CES is consumer while IC24 is industrial! Thus the AV technology is beyond what one would see in a residential setting such as Samsung’s massive The Wall exhibit that transports you around the world or their transparent MicroLED display. The common theme wasn’t just different but more energy efficient while maintaining brightness such as the exhibit by Nanolumens. For Sony it is about every aspect of sustainability even down to the amount of ink used on the box. Shape is no longer a restriction as can be seen at Pixelflex exhibit. Straight out of Hollywood GCL shared their LED 7680 refresh rate technology as well as their Extended reality screen as used in many Hollywood films.

    One of the more exciting things we came across is the Kinetic LED technology. LG Business had their large Kinetic LED display on the main hall  of West Hall. From the side, you can see why it’s called kinetic.  Another smaller player, PJ-Link shared their Kinetic LED also used to play a game. From an angle, you can still see it operate by standing slightly to the side to appreciate its kinetic capabilities.

    *When vendors’ names are shared as examples in this document, it is to provide a concrete example of what was on display at the conference, not an evaluation or recommendation. Evaluation and recommendation of these vendors are beyond the scope of this specific research document. Other examples products in the same category may have also been on display.

    AV Tech

    As one would expect, there is also a lot of AV tech. Blackmagic Design, a favorite of many at NABSHOW shared their latest release, BlackMagic Replay, a new way of creating live action replays. This is sure to save a lot of AV engineers a lot of time. For those attempting to synchronize many devices connected across cables, a main stage in central hall had a demo on leveraging PTP to synchronize time. We received a full tour of the Belkin booth and saw all their offerings from basic power supply, family/team charging cabinets to secure switches. In the Trailblazer zone we came across HighSecLabs who shared their products specialized to secure AV peripherals.

    Interactive displays were a huge hit with many varieties on display. Multitaction shared their technology with built in touch technology called ClearSight Touch involving rear infrared providing amazing possibilities. The interactive, collaborative meeting technology integrated with teams, the trailblazer zone also featured NodesNow. Teams also hosted a keynote on revolutionizing the workspace. Meanwhile, Scott Josephson from Google shared his opinion on how to operate Google Meet at the enterprise level. Diversified also shared their vision for enhancing user experience through intelligent workspace transformations. One of the biggest use cases for all this AV tech is the universities. Jodie Penrod, CIO at Marshall University led a discussion on leveraging AI in the classroom. It was here we first discovered the well loved Catchbox – a toss-able mic that worked amazing except at the booth. It was so much fun that people went out of their way to ask questions. Q-sys led a talk on digital twins and generative AI in AV. If you haven’t gotten started with AI yet, Chi Hang Lo from UCLA shared his 10-point checklist. A deep dive on where to use generative AI in AV was provided by Senior Trainer, Juan Cuellar of Office Pro. If you were left with questions, a follow-up to a keynote was specifically a Q&A session including a discussion on how AI could be regulated.

    Next Year’s Conference

    InfoComm 2025 takes place June 7-13 (exhibits 11-14) at the Orange County Convention Center in Orlando, Florida.

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    ©2019-2024 TBW Advisors LLC. All rights reserved. TBW, Conference Whispers, Industry Whispers, Vendor Whispers, Technical Business Whispers, Whisper Reports, Whisper Studies, Whisper Ranking, The Answer is always in the Whispers, and Fact-based Research and Advisory are trademarks or registered trademarks of TBW Advisors LLC. This publication may not be reproduced or distributed in any form without TBW’s prior written permission. It consists of the opinions of TBW’s research organization which should not be construed as statements of fact. While the information contained in this publication has been obtained from sources believed to be reliable, TBW disclaims all warranties as to the accuracy, completeness, or adequacy of such information. TBW does not provide legal, or investment advice and its research should not be construed or used as such. Your access and use of this publication are governed by the TBW Usage Policy. TBW research is produced independently by its research organization without influence or input from a third party. For further information, see Fact-based research publications on our website for more details.