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Algorized and ZHAW School of Engineering Launch Research on Predicting Human Movement Around Collaborative Robots, funded by InnoSuisse

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A two-year program studies how sensor fusion enhances human presence detection and safe human-machine interaction.

ETOY, Switzerland, Oct. 20, 2026 /PRNewswire/ — Robots working beside people need a reliable estimate of human movement. Their controllers also need to know how far they can trust that estimate. Algorized and ZHAW Zurich University of Applied Sciences Institute of Signal Processing and Wireless Communications ISC have launched a two-year research program to study both questions. The collaboration is funded by InnoSuisse.

The program, “Real-Time Human Perception via Edge-AI Wireless Sensor Fusion for Collaborative Robotics”, runs from September 2026 for two years. It builds on earlier research by Algorized and ISC on ultra-wideband (UWB) radar.

The program aims to combine raw wireless and optical signals in one fusion layer between a robot’s sensors and its controller. Researchers aim to weight each input by confidence and produce a calibrated estimate of a person’s position and predicted path.

Algorized processes raw data with one foundation model to detect human presence and classify whether it is a human or an object. The program tests whether combining raw inputs in sensor fusion, before each sensor makes its own decision, creates a holistic layer for the human-aware machines.

Each sensor type adds different information. UWB radar and Wi-Fi sensing can help detect a person behind a shelf or a machine. Millimeter-wave radar holds its lock through dust, steam, glare and darkness. RGB and time-of-flight cameras add spatial and semantic detail. The program studies how these inputs work together.

The research has four goals. The first three are to sense people in approach to the robot, tell living from non-living objects, and track and predict each person’s path. The fourth is to send the robot controller a graded instruction: continue, slow down, or stop. The inference target is under 100 milliseconds on standard industrial edge hardware. Algorized’s planned safety functions cover presence detection, localization and tracking.

A model of this kind needs its own training data. That data must come from real facilities with people moving through them. Researchers who understand the physics must interpret it. The goal is a core model that transfers across sensor types, vendors and sites without retraining for each deployment.

“Machines enter the physical world,” said Natalya Lopareva, CEO and Founder of Algorized. “For robots to coexist with humans, they need to understand the people around them. We are exploring every sensor and every layer of compute to make shared spaces safe. That takes research, and we are doing it together with the ISC at the ZHAW School of Engineering.”

“The program brings ISC sensing research into real industrial sites. Researchers will combine radar, Wi-Fi, and optical signals to distinguish approaching people from other objects and then estimate the person’s position and movement. The program investigates how the reliability of this estimation can be measured and how to predict where a person will go next,” said Marc Kuhn, Deputy Head of ISC at the ZHAW School of Engineering.

About Algorized

Algorized builds the edge-native nervous system for Physical AI. Its foundation model senses human presence, vital signs, and intent through occlusion – delivering real-time human-aware perception from standard wireless sensors, where cameras and light-based systems go blind. Backed by the Amazon Industrial Innovation Fund and rooted in four years of Swiss sensing research, Algorized partners with silicon manufacturers and industrial OEMs across robotics, automotive, and smart spaces. Learn more at www.algorized.com.

About the ZHAW School of Engineering

The School of Engineering is one of eight schools of the ZHAW Zurich University of Applied Sciences. With 14 institutes and centres, the ZHAW School of Engineering is one of Switzerland’s leading institutions for technical education and research. It provides high-quality degree programmes and continuing education and develops innovative solutions for industry, focusing on the areas of energy, mobility, information and health.

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SOURCE Algorized

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TeamLogic IT Honors Top Franchisees, Brings Leading Industry Experts Together at TeamLogic IT Owners Summit Convention

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MISSION VIEJO, Calif., Oct. 21, 2026 /PRNewswire/ — TeamLogic IT, a national provider of managed IT services and technology support, celebrated the achievements of its franchise network at the company’s annual Owners Summit and Vendor Show, held October 5-8, 2026. The event brought together TeamLogic IT franchisees, vendors and partners for a week of learning, collaboration and connection, culminating in the recognition of the network’s top-performing franchisees.

“One of the things that makes TeamLogic IT so special is the strength of our franchisee community. Our TeamLogic IT franchise owners represent the very best of the managed services industry,” says Richard Lowe, president and CEO of TeamLogic, LLC. “Owners Summit gives us the opportunity to come together, exchange ideas and celebrate what we’ve accomplished as a network. Recognizing our top-performing owners is always a highlight. Their leadership and commitment to delivering high-quality technology solutions are helping drive our network forward and strengthen the TeamLogic IT brand nationwide.”

The sold-out vendor exhibition featured more than 70 leading companies in the technology industry, including Pax 8, the conference’s signature sponsor, Bitdefender, Blackpoint, Cytracom, Sophos, Kaseya, N-able, NinjaOne, Proofpoint, Rewst, Slide and more.

At a closing ceremony, the following awards were presented:

Franchisee of the Year: Arti Dutt – West Northridge, CA

Rookie of the Year: Reese Verschelde and Corey Gisondi – Bryn Mawr, PA

Technician of the Year: Federico Hansen – N. Palm Beach, FL

VIP (Volume Increase Percentage)
Larry Anderson and Tony Anderson – Montgomery, ALSteve Anderson – Johns Creek, GATop 15 (Based on 2025 sales)
Jim Hackett and Andrew Hackett – Woburn, MATodd & Linda Harrell – Morris Plains, NJTodd & Ruth Tolly – Santa Rosa, CAPaul Behrman & Nadia Pukhova – Lake Forest, CACory & Kathleen Boxall – Ashburn, VARob Fallows & Chris Kasten – Phoenix, AZKirk Gramoll and John Halama – Germantown, WICindy McPike, Cameron Nelson, and Jacob Harrington – Salem, ORBob Roloff – Ft. Myers, FLDwight & Allison Blankenship – Columbus, OHRick Higgins – Dunwoody, GADan & Becky Thomas – Durham, NCScott Daniels – Naples, FLEric Summers – Des Moines, IARandall Wilson – Decatur, ALMillion Dollar Club
Kyle Temple – Richmond, VAJeremy Mason – East Madison, WIJoseph & Joyce Tauras – Manchester, NHSandeep Kaushal – Vernon, CTJim & Mikki Young – Lake Arlington, TXSteve & Jamie McGlumphy – Aurora, ILMike Treiser and Danny Ramey – Denver West, COMayank & Jaimini Patel – Niles, ILAllen Chu – White Plains, NY

About TeamLogic IT
TeamLogic IT is a national provider of advanced technology solutions for companies of all sizes. Local offices provide clients with the IT support they need to run their businesses more efficiently by leveraging the latest technology solutions, including managed IT services, cybersecurity, business continuity, cloud, co-managed IT services, managed AI, and consulting and support. With more than 350 independently owned and operated locations across North America, TeamLogic IT helps companies minimize downtime, improve productivity and secure their IT infrastructure. Visit www.teamlogicit.com or www.TeamLogicFranchising.com for more information on the TeamLogic IT franchise network.

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SOURCE TeamLogic, LLC

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Mili and Egnyte Partner to put Client Documents to work in Financial Advice

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The partnership brings Egnyte’s secure content platform and Mili’s AI agents together, so advice firms can deliver more comprehensive, personalized advice at scale.

SUNNYVALE, Calif., Oct. 21, 2026 /PRNewswire/ — Mili, an AI platform for wealth management firms, and Egnyte, a leader in secure content collaboration, intelligence, and governance, today announced a partnership that brings Mili’s AI agents to client documents in Egnyte. Advisors work from a file or a whole client folder alongside data from the firm’s CRM, portfolio and planning systems, under each advisor’s Egnyte permissions.

Kitces Research finds that reviewing client documents is the most common way advisors use AI. Its productivity research puts a new financial plan at 15 to 40 hours of team time.

Advisors use Mili’s agents to model the tax cost of moving a client’s accounts into the firm’s strategy, weigh a rebalance against unrealized gains, summarize a bonus agreement and build a financial snapshot from a statement. The agents link answers to their sources and flag what an analysis may still need.

David Ringler, Managing Director at Onyx Bridge Wealth Group ($1.6B+ AUM), said, “Egnyte and Mili are two valuable pieces of technology in our stack, and bringing them together has changed how our practice runs. Mili’s meeting prep and planning agents have become significantly better with Egnyte data behind them.”

Chirag Gandhi, Co-Founder and CEO of Mili, said, “How many clients an advice firm can serve well has long been capped. It is set by the work of understanding each client’s financial life. Agentic AI is changing that, helping advice firms uplift client capacity by accelerating the delivery of high-quality advice.”

Kyle Blair, Director of Global Financial Services at Egnyte, said, “Egnyte helps financial services firms accelerate critical business operations by turning document-heavy tasks into faster, connected, and revenue-generating workflows. Our partnership enables Mili’s AI agents to securely access and work on customer data within Egnyte for better business outcomes.”

The integration is live for mutual customers. Building on Mili’s work with hundreds of advice firms, it aims to put a firm’s full client knowledge into its advice.

About Egnyte

Egnyte is a leader in secure content collaboration, intelligence, and governance, trusted by more than 23,000 customers to increase employee productivity, drive operational efficiencies, and secure mission-critical content. Egnyte’s AI-powered platform empowers organizations to create, share, and protect their information at scale, with specialized solutions designed to meet the unique needs of organizations in architecture, engineering, and construction (AEC), financial services, life sciences, and other industries. For more information, visit www.egnyte.com.

About Mili

Mili is an AI platform for wealth management firms. Its specialized agents automate advisor workflows across meetings, prospecting, onboarding, planning, data management, document intelligence, and compliance. Mili is SOC 2 certified, ISO 27001 compliant, and works with RIAs and broker-dealers managing $250B+ in client assets. Learn more at getmili.ai.

Media Contact

Chirag Gandhi
chirag@getmili.ai

 

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QUANTUM CONNECTIONS PROMOTES JAMES “JAMIE” GRIFFETH TO CHIEF OPERATING OFFICER AND DIRECTOR OF THE DIALOGUE TRAINING INSTITUTE

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DALLAS, Oct. 21, 2026 /PRNewswire/ — Quantum Connections® has promoted James “Jamie” Griffeth to Chief Operating Officer. Griffeth joined the organization in September of 2025 as Chief Learning Officer and will continue to serve as Director of the Dialogue Training Institute in addition to his new responsibilities.

Since joining Quantum Connections, Griffeth has focused on the organization’s learning mission. He designed a four-tier practitioner credentialing framework, architected the Quantum Dialogue Profile behavioral assessment, led the migration to a new enterprise learning management system, and built the organization’s localization pipeline—delivering that training in French Canadian with Spanish and Chinese queued as next languages.

Griffeth’s expanded role brings together organizational operations and learning leadership around multiple goals: maintaining the company’s infrastructure in ways that align with its mission, expanding the certified leadership network, and continuing to make dialogue skills easier to access, practice, and apply in everyday life.

“Jamie has earned my complete trust and admiration thorough his exceptional leadership, strategic thinking, and ability to turn vision into execution.” Said Dr. Jonathan Thorp, Chief Executive Officer of Quantum Connections. “When I asked him to success me as Chief Learning Officer, I already knew he was capable of great things. His performance has only reinforced that confidence. I’m delighted to recognize his contribution with this promotion and look forward to partnering with him as we continue building the future of Quantum Connections.”

Griffeth will continue to support Quantum Connections’ mission by preparing the company for sustainable growth while maintaining the quality and consistency of its learning experiences. By linking program delivery to assessments and evidence, Griffeth aims to use technology to expand its reach to more partners and clients, helping them understand how to apply dialogue skills and the outcomes that follow.

About Quantum Connections
Quantum Connections, founded by renowned relationship experts Harville Hendrix, Ph.D., and Helen LaKelly Hunt, Ph.D., leverages over 40 years of expertise to provide individuals and organizations with invaluable relational competency skills rooted in neuro and quantum social sciences. Quantum Connections serves small businesses, large corporations, global faith communities, educational institutions, and community organizations, as well as individuals, couples, and families, offering live and on-demand training, coaching certification, and resources to foster authentic connections through effective communication and skill development.

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SOURCE Quantum Connections LLC

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