Technology
UOB FinLab unveils 15 GreenTech pilots with funding of more than $100,000 to tackle sustainability challenges in ASEAN
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SINGAPORE, Nov. 4, 2024 /PRNewswire/ — UOB FinLab, the Bank’s innovation accelerator, awards a total of more than $100,000 to selected Green Technology (GreenTech) firms to pilot 15 sustainability solutions with UOB and its corporate partners across ASEAN. The pilot solutions and partnerships were unveiled today at the GreenTech Accelerator 2024 Showcase Day as part of Singapore FinTech Festival’s Insights Forum.
The GreenTech Accelerator 2024 is the second edition of UOB FinLab’s six-month regional programme that enables ASEAN GreenTech firms to grow and transform, forge partnerships and create pilots to address sustainability challenges across the region. It is designed to fast-track the development of sustainable technology solutions in Singapore and across ASEAN. This year, 33 GreenTech firms were shortlisted from more than 350 applicants to participate in the programme, of which 12 firms are from Singapore, nine from Malaysia and 12 from Thailand.
Shannon Lung, Head of UOB FinLab, said: “The GreenTech Accelerator 2024 demonstrates our ongoing commitment to build a sustainable future, leveraging collective actions and a collaborative professional network that can spur greater GreenTech breakthroughs. UOB FinLab will continue to be a catalyst for GreenTech innovation by bringing individuals, businesses, government agencies and GreenTechs together to tackle real-world sustainability challenges. We believe that with proper support from a strong network and appropriate resources, GreenTechs can make transformative progress towards ASEAN’s sustainability ambitions.”
Real challenges, Impactful solutions
According to UOB’s Business Outlook Study 2024 (SMEs & Large Enterprises), 87 per cent of businesses in ASEAN surveyed view sustainability as important for their businesses, but only 44 per cent have adopted green practices. To implement sustainability practices, about one in three cited the need for support to connect to the right solution partners.
Addressing this need, the GreenTech Accelerator 2024 called for sustainability challenge statements from businesses across ASEAN, which highlighted real-world sustainability pain points. This year, more than 50 statements were contributed by UOB and 26 corporate partners including DKSH Healthcare, Marina Bay Sands and Ngee Ann Polytechnic from Singapore, Great Cosmo from Malaysia and IMPACT from Thailand. The challenge statements covered five key areas, namely circular economy and waste management, energy efficiency, food and agriculture, sustainable cities and urban planning, and sustainability reporting and carbon management.
During the programme, the 33 participating GreenTech firms proposed solutions based on the challenge statements and 15 pilots were selected for funding by UOB FinLab (refer to Annex for the full list of selected pilots). Six of these pilots will be deployed with corporates partners in Singapore, three pilots in Malaysia and another six pilots in Thailand.
UOB will be deploying five pilots within the Bank in Singapore and Thailand. One of the pilots is the development of a white-labelled data platform by GreenFi that enables the Bank and its subsidiaries to manage and analyse the greenhouse gas emissions data of their properties. This allows the Bank to validate emissions reporting more efficiently by eliminating manual collation of data and ensuring consistency and accuracy of the datasets.
DKSH Healthcare, part of the Swiss holding company specialising in market expansion services, will partner GreenTech firm Smart Tradzt to implement its solution that can quantify the carbon footprint and value chain collaboration of its cold chain reusable packaging. The platform will enable DKSH Healthcare to share its product carbon footprint data with clients and customers, facilitating accurate Scope 3 emissions calculations after conducting lifecycle analysis.
Malaysian plastic manufacturing company Great Cosmo will pilot GreenTech firm Co.Efficient Alpha’s voltage optimising technology in their factory. This aims to reduce energy consumption for Great Cosmo’s machineries, potentially resulting in approximately 10 per cent cost savings. In Thailand, leading event and exhibition centre IMPACT will also partner GreenTech firm GEPP Sa-Ard to pilot a holistic waste reduction programme for events held at the exhibition centre. This pilot will enable the centre, organisers and visitors to reduce waste generation, increase recycling rate and reduce overall cost of waste management.
UOB FinLab, together with its corporate partners, shortlisted the GreenTechs and their pilot solutions as they have the potential to set a new industry benchmark for sustainability practices and drive greater green adoption across ASEAN.
More programmes to drive sustainability in ASEAN
GreenTech Accelerator 2024 builds on the success of the inaugural run in 2022 in Singapore that received more than 150 applications and led to the establishment of eight pilot solutions and partnerships. This year’s programme expanded the programme’s reach beyond Singapore to UOB’s key ASEAN markets of Malaysia and Thailand.
The programme provided GreenTechs with access to masterclasses, mentorships by more than 30 regional mentors and networking opportunities. The programme also enabled the GreenTechs to deepen business connections through UOB FinLab’s vast network of 27,000 industry leaders including government agencies, solutions providers, and private and public businesses.
UOB FinLab is committed to accelerating sustainability innovation in ASEAN, with plans to launch more programmes focusing on driving adoption and innovation in sustainability in 2025.
About UOB
UOB is a leading bank in Asia. Operating through its head office in Singapore and banking subsidiaries in China, Indonesia, Malaysia, Thailand and Vietnam, UOB has a global network of around 500 offices in 19 countries and territories in Asia Pacific, Europe and North America. Since its incorporation in 1935, UOB has grown organically and through a series of strategic acquisitions. Today, UOB is rated among the world’s top banks: Aa1 by Moody’s Investors Service and AA- by both S&P Global Ratings and Fitch Ratings.
For nearly nine decades, UOB has adopted a customer-centric approach to create long-term value by staying relevant through its enterprising spirit and doing right by its customers. UOB is focused on building the future of ASEAN – for the people and businesses within, and connecting with, ASEAN.
The Bank connects businesses to opportunities in the region with its unparalleled regional footprint and leverages data and insights to innovate and create personalised banking experiences and solutions catering to each customer’s unique needs and evolving preferences. UOB is also committed to help businesses forge a sustainable future, by fostering social inclusiveness, creating positive environmental impact and pursuing economic progress. UOB believes in being a responsible financial services provider and is steadfast in its support of art, social development of children and education, doing right by its communities and stakeholders.
About UOB FinLab
UOB FinLab is the bank’s innovation accelerator that brings the ecosystem together to catalyse business growth and transformation. With a regional presence in Singapore, Malaysia, Thailand, Vietnam and Indonesia, UOB FinLab provides access to a range of business and technology experts, tools and content through The FinLab Online and in-person programmes.
These programmes range from supporting the GreenTech and start-up community in developing solutions, to assisting the Small and Medium-sized Enterprises (SME) community in innovating for business digitalisation and sustainability transformation. Founded in 2015, UOB FinLab has supported and connected with more than 27,000 businesses globally.
Annex: List of 15 pilots from the GreenTech Accelerator 2024
No
Pilot/partnerships
Country
Description
1
Circular Unite
UOB
Singapore
Circular Unite will deploy their waste audit and profiling blueprint at UOB that allows for detailed measuring of waste generated at the tenant level at UOB Plaza.
This will help create waste data visibility and potentially improve operational efficiency of waste data collection.
2
GreenFi
UOB
Singapore
GreenFi is developing a white-labelled ESG data platform that enables UOB and its subsidiaries to monitor and manage ESG emissions data of their property assets. It also seeks to enhance data analysis.
3
Smart Tradzt
UOB
Singapore
Smart Tradzt will provide training, consultation and develop an RFP evaluation model for procurement within the UOB CRES team. This model aims to help assess and integrate the ESG and emissions performance of vendors into selection criteria in the long run.
This pilot aims to help create cost savings through better decisions in supplier selection.
4
Smart Tradzt
DKSH Healthcare
Singapore
Smart Tradzt will provide training, consultation, and implementation of its digital Product Carbon Footprint (PCF) solution to help quantify the carbon footprint of DKSH Healthcare’s reusable packaging that will replace their styrofoam packaging.
Smart Tradzt’s PCF platform allows DKSH Healthcare to share PCF data with its packaging customers and facilitate accurate Scope 3 emission calculations. DKSH Healthcare also plans to publish these findings in its Sustainability Report to further enhance transparency and accountability.
Smart Tradzt conforms to WBCSD’s PACT (Partnership for Carbon Transparency) framework.
5
Circular Unite
Ngee Ann Polytechnic
Singapore
Circular Unite will deploy a waste-tracking IoT system to enable precise waste and recycling data collection at a tenant level, for one canteen and one office block, training of operational teams and tenant engagement.
This will result in an increase in waste data visibility, 30% increase in recycling efficiency, 20% increase in waste disposal efficiency and 90% increase in manpower efficiency from data collection.
6
Co.Efficient
Alpha
Great Cosmo
Malaysia
Co.Efficient Alpha aims to deploy voltage optimiser across Great Cosmo’s factory to reduce energy. This will result in greater equipment efficiency, equipment lifespan, power factor improvement and reduction of harmonics.
Upon installing of the voltage optimiser, Great Cosmo will see approximately 10% savings and 13 tons of carbon dioxide emissions reduced a month.
7
Intlife
HCK Capital Group
Malaysia
Intlife will deploy their energy efficiency AI system, hardware and IoT devices for HCK Setia Alam Office (2,800 sqf) to enable real-time energy consumption prediction and control for operational efficiency.
The pilot will also serve as a live demonstration for potential customers visiting the showroom to promote the adoption of green technologies across their own properties.
8
IVIS Tech
Great Cosmo
Malaysia
IVIS Tech will deploy a combination of hardware which includes IoT sensors, power meters and digital gateways on site at the production line for Great Cosmos at their manufacturing facility in Rawang City.
IVIS Tech will log data for the operations in the facility over a period of six (6) months to provide real-time visualisation of energy usage to understand better on the current processes that can be optimised.
9
Wimera
GB Industries
Malaysia
GB Industries wants to monitor energy consumption in different areas such as water heater area, dipping area, packaging area and water treatment area. Wimera is proposing their cloud-based energy monitoring solution for 1x water heater with 1x power meter for the pilot.
This will result in reduction in the energy consumption from GB Industries’ water heater area which currently contains 15 water heaters and consumes approximately 80k kWh of energy per month.
10
AltoTech
UOB Thailand
Thailand
AltoTech Global will provide technology to help analyse energy consumption patterns at UOB Plaza Bangkok, find gaps for energy efficiency improvement, and propose automation recommendations to help reduce energy use and cut carbon emissions.
11
UOB Thailand
Thailand
UOB CRES will apply Nano Coating Tech’s solution to 116 solar panels and 1,745 square metres of building glass at UOB Plaza Bangkok, including the 1st floor of the tower and link bridge, to enhance energy efficiency and reduce maintenance cost.
12
Cero
IMPACT
Thailand
IMPACT will leverage on Cero’s Carbon Event Smart Dashboard to track carbon-related data and view sustainability metrics in real-time, for selected events held at IMPACT Arena.
The Cero platform will encourage sustainable behaviours among attendees and aligns with IMPACT’s ongoing sustainability efforts.
13
Cero
Panyapiwat
Institute of
Management
(PIM)
Thailand
PIM wants to gamify sustainability efforts by allowing students to track and reduce their carbon footprint through various activities designed to influence daily behaviours that contribute to carbon reduction.
The pilot will target 200 PIM students who will engage in a variety of sustainability activities over the course of 3 months via the Cero platform. Activities include recycling, reducing waste, opting for low-carbon food options, and energy conservation.
14
GEPP Sa-Ard
IMPACT
Thailand
GEPP Sa-Ard will implement a one-stop data-driven waste management system and service to enable efficient waste data collection by location at events held at the IMPACT exhibition centre.
15
Wongphai
Kingdom Organic
Thailand
Thailand
Wongphai will provide four tonnes of biochar for Kingdom Organic to use in their organic farms, in order to improve farm productivity and align with IFOAM standards (especially in their production of kaffir lime, lemongrass, and lime).
Estimated crop yield improvement and increase in farm productivity due to biochar application: 1) Kaffir Lime: estimated 10-20% increase; 2) Lemongrass: potential 15-25% increase 3) Lime: estimated 10-20% increase
View original content to download multimedia:https://www.prnewswire.com/apac/news-releases/uob-finlab-unveils-15-greentech-pilots-with-funding-of-more-than-100-000-to-tackle-sustainability-challenges-in-asean-302295224.html
SOURCE UOB
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Technology
Harlem Children’s Zone Acquires FinTech Platform, Goalsetter, to Accelerate Universal Economic Mobility
Published
42 minutes agoon
October 22, 2026By
Acquisition combines HCZ’s proven model with Goalsetter’s innovative financial education technology to expand access and impact at scale
NEW YORK, Oct. 22, 2026 /PRNewswire/ — Today, Harlem Children’s Zone (HCZ), one of the nation’s leading anti-poverty organizations, announced the acquisition of Goalsetter, a financial technology platform that delivers best-in-class, engaging, technology-enabled learning experiences for people seeking to enhance their financial know-how, capabilities, and confidence.
The acquisition marks a significant step in HCZ’s Wealth Builds–Universal Economic Mobility (WB-UEM) strategy, a national framework designed to help children and families build long-term economic security through cradle-to-career supports, financial education and experiences, and direct access to capital via a Child Capital Stack of asset boosts.
“We know that economic mobility is a two-generation challenge,” says Harlem Children’s Zone CEO Kwame Owusu-Kesse. “With this acquisition, we are solving for a critical component of Universal Economic Mobility by melding a proven financial education platform and HCZ’s decades of experience providing people with the knowledge and tools to build strong futures for themselves and their families. This is more than an investment in financial education. It is an investment in critical national infrastructure for economic mobility.”
Harlem Children’s Zone has decades of experience driving outcomes at scale, beginning as a one-block pilot, expanding to over 100 blocks in Central Harlem, and now working with over 70 communities across the United States. HCZ seeks to use its learnings, decades of experience driving outcomes at scale, and renowned best practices to provide pathways to economic mobility for all of America’s children and families.
“Goalsetter was built on the belief that everyone should have access to the financial knowledge and tools that can shape their future and livelihood,” said Tanya Van Court, Chief FinTech Officer at Harlem Children’s Zone and Founder of Goalsetter. “Joining Harlem Children’s Zone gives us an extraordinary opportunity to build on that work. Together, we can continue enhancing the platform, expand access for learners of all ages and walks of life, and demonstrate what is possible when mission, innovation, and technology come together to serve the most people.”
Goalsetter creates opportunities to deliver high-quality, developmentally appropriate and culturally relevant financial education with extensive reach, including to low-income and rural communities that have historically had limited access to these resources. Its current offerings include Goalsetter Classroom, which provides standards-aligned financial education curriculum for middle and high school students, and MoneyLingo, a mobile-first financial education experience for college-aged students and adults in the workforce, covering practical topics such as saving, investing, credit, debt, and financial decision-making.
“This acquisition sends an important signal to the field,” said Owusu-Kesse. “Social impact organizations should not have to choose between mission and scale. By bringing a proven technology platform into HCZ, we’re demonstrating how non-profit organizations can be centers of business excellence, using vehicles of innovation, AI, and technology to create efficient and effective pathways to scale and impact. This acquisition strengthens our in-house capacity to build, innovate, and continuously improve outcomes.”
The organization plans to build upon Goalsetter’s existing offerings by exploring financial education products for younger learners and creating opportunities to establish a continuous financial learning journey from early childhood through adulthood.
“This is ultimately about extending opportunity to all,” added Owusu-Kesse. “By connecting financial education, technology, family engagement, and access to assets, we can help create more accessible pathways to economic mobility.”
Services to current Goalsetter clients will be unaffected by this acquisition.
View original content:https://www.prnewswire.com/news-releases/harlem-childrens-zone-acquires-fintech-platform-goalsetter-to-accelerate-universal-economic-mobility-302917320.html
SOURCE Harlem Children’s Zone
Technology
Common Ground in the Battlegrounds? Surveys Reveal Widespread Bipartisan Agreement in 11 Competitive States and 28 Congressional Districts, as Well as Nationally
Published
42 minutes agoon
October 22, 2026By
Bipartisan Majorities Say If Congress Were to Listen to the People More, They Would More Likely Find Common Ground
COLLEGE PARK, Md., Oct. 22, 2026 /PRNewswire/ — The Program for Public Consultation (PPC) conducted extensive surveys in competitive states and congressional districts, as well as nationally, revealing a remarkable level of bipartisan common ground.
Majorities of both Democrats and Republicans agreed on:
106 policies nationally 82 policies in all states and districts surveyed101 policies in at least two-thirds of all the states and districts surveyed
Over 40,000 Americans were surveyed in two waves with representative samples of 600-2,016 in each of the 11 competitive states surveyed, and 400-592 in each of the 28 competitive congressional districts surveyed, and 1,200-2,509 nationwide.
Nearly all policy questions were based on congressional legislation or executive branch proposals.
Fourteen policy topics were covered: Artificial Intelligence, Housing, Healthcare, Low-Income Assistance, Families and Children, Social Security, Immigration, Abortion and Birth Control, Energy and Environment, Federal Taxes, Campaign Finance, Government Reform, Criminal Justice and America’s Role in the World. For every topic, most policies had bipartisan agreement across every battleground surveyed.
The policy questions used in these national and battleground surveys were chosen because they elicited bipartisan support in previous in-depth national surveys conducted by PPC, in which respondents received briefings on the topic and evaluated pro and con arguments for the proposed policy.
Steven Kull, director of PPC, comments, “What is striking here is that these surveys revealed widespread bipartisan agreement on over a dozen key issues that Congress has failed to resolve, from costs of healthcare, to risks of artificial intelligence, to Social Security’s impending insolvency, and many more. Clearly, there is far more common ground among the American people than there is in Congress.”
Americans Think Public Opinion Should Have More Influence
Respondents were also asked about the role of public opinion in policymaking. Across the battlegrounds, on average, respondents estimated that federally elected officials make the same decisions that the majority of Americans would make just 35% of the time.
Large majorities believe polarization in government comes not from the American people but from elected officials, and that more influence for the people would help break the logjam in Congress (Democrats 62 to 88%, Republicans 66 to 89%).
Perhaps most germane, overwhelming majorities of Democrats and Republicans in the battlegrounds believe that if members of Congress were more influenced by the people, they would be more likely to find common ground (Democrats 82 to 97%, Republicans 80 to 95%), and better serve the common good (Democrats 77 to 94%, Republicans 79 to 94%).
Steven Kull adds, “On the basis of this study, it does appear that the public is correct that if the people had more influence, Congress would be more likely to find common ground, and thus function better.”
Americans also say that public opinion should play a substantial role in news reporting about policy. Over two-thirds say news reports on policy matters should include public opinion data most of the time or always when reliable information is available (Democrats 71 to 88%, Republicans 67 to 89%). Similarly, when Congress is about to vote on a law, large numbers say it is very or extremely important for news outlets to report whether a majority of Americans favor or oppose it (Democrats 65 to 84%, Republicans 60 to 85%).
MORE INFORMATION
Battlegrounds Common Ground SheetIndividual State and District Results, Questionnaires and MethodologiesNational Questionnaire with Toplines, Crosstabs and Methodology
About the Surveys
The state and district surveys used for this analysis were fielded July 21 – August 17, 2026, to a total of 19,949 adults, and May 27 – July 1, 2026, to 19,564 adults. They included 600-2016 in each of the 11 states, and 400-592 in each of the 28 congressional districts. Response rates ranged from 7.1 to 9.0%. Confidence intervals range from +/- 2.9 to 8.1%, and maximum weights range from 1.9 to 10.0.
The national surveys were fielded February 11-26, 2026, with 2,509 adults, and March 11-19, 2026, with 1,200 adults. The response rates were 7.6% and 8.3%, respectively. The confidence interval is +/- 2.9% for both surveys, and the maximum weights are 2.5 and 1.9.
The sample was obtained from multiple online opt-in panels, including Cint, Dynata and Prodege. Sample collection and quality control were managed by QuantifyAI under the direction of the Program for Public Consultation. The surveys were offered in both English and Spanish.
The samples were pre-stratified and weighted by age, race, ethnicity, gender, education, household income, marital status, and home ownership to match the general adult population. The national sample was further weighted by Census region. The distribution of partisan affiliation was within expectations, based on voter registration data for non-leaners and/or Cook’s Partisan Voting Index for leaners, or weighted to reflect those benchmarks.
About the Common Ground in the Battlegrounds? Survey Series
This effort aims to identify bipartisan common ground in competitive states and districts across the nation. The project seeks to educate the public, policymakers and candidates about the findings; and provide journalists with independent, nonpartisan research that brings the public into the conversation about public policy.
In addition to PPC, project partners include the Civic Innovation Center at the University of Maryland (CivIC) and Voice of the People (VOP), a national nonpartisan organization seeking to give the public a greater voice in government. None of these entities advocate for policy positions or endorse candidates.
States surveyed: Alaska; Georgia; Iowa; Maine; Michigan; Minnesota; Montana; Nebraska; New Hampshire; North Carolina; Ohio; and Texas.
Congressional Districts surveyed: Arizona’s 1st and 6th; Colorado’s 8th; Iowa’s 1st, 2nd, 3rd and 4th; Maine’s 2nd; Michigan’s 4th, 7th, 8th and 10th; Montana’s 1st; Nebraska’s 2nd; Nevada’s 3rd; New Jersey’s 7th and 9th; New Mexico’s 2nd; New York’s 3rd, 4th, 17th and 19th; Oregon’s 5th; Pennsylvania’s 1st, 7th, 8th and 10th; and Washington’s 3rd.
The survey series excluded several competitive districts because they were in states that had recently been redistricted and thus had no Census data yet to use for demographic benchmarks.
Program for Public Consultation
The Program for Public Consultation (PPC), affiliated with the University of Maryland’s School of Public Policy, seeks to improve democratic governance by consulting the public and bringing the people’s views into the public discourse. It conducts surveys with representative samples on policies proposed by elected officials and shares its findings with government officials, the media, other academics, and the general public.
Civic Innovation Center
The Civic Innovation Center (CivIC) at the University of Maryland’s School of Public Policy works to strengthen the foundations of civic health. It contributes to important debates about civic education, civic engagement, and needed democratic reforms in the state of Maryland and nationwide, in partnership with other BIG 10 universities. It works to build the connective tissue that brings together students, scholars and practitioners to help elevate the UMD community’s contribution to our wider democracy.
Voice of the People
Voice of the People (VOP) is a nonpartisan organization working to re-anchor our democracy in its founding principles by giving ‘We the People’ a greater and more effective voice in government. It champions innovative methods and technology that enable the American people to play a role in the policymaking process and provide policymakers with a more accurate understanding of the views of their constituents.
Contact: Jonathan Casaverde, jonathan.casaverde@wardcirclestrategies.com,(786) 469-9422
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SOURCE Program for Public Consultation
Technology
FDA grants 510(k) clearance for BoneEnhance, the first machine learning layer on RIVANNA’s Accuro XV platform
Published
42 minutes agoon
October 22, 2026By
Anatomy segmentation and three-dimensional skeletal visualization arrive with this clearance; an injury detection module for clinical decision support is in development on the platform roadmap
CHARLOTTESVILLE, Va., Oct. 22, 2026 /PRNewswire/ — RIVANNA®, developer of AI-enabled clinical decision-support solutions, today announced that the U.S. Food and Drug Administration (FDA) has granted 510(k) clearance for BoneEnhance®, a machine learning software module for the Accuro® XV diagnostic ultrasound system. The module segments bone and surrounding tissues and supports visualization of skeletal anatomy in three dimensions during image review.
The clearance moves the platform from acquisition toward interpretation. Accuro XV was cleared in April 2026 for B-mode imaging in musculoskeletal conventional and superficial applications. Its conformable three-dimensional probe automates large field-of-view image acquisition after initial patient positioning. BoneEnhance is the first machine learning software module cleared for the platform.
BoneEnhance identifies bone and surrounding tissues
Each automated acquisition creates a volumetric dataset for review. BoneEnhance identifies bone and surrounding tissues within that volume, then highlights them with color-coded overlays on the two-dimensional B-mode image. The original anatomical data remain unaltered and visible beneath the overlays. A three-dimensional indicator beside the image shows the scan orientation and the location of the displayed slice within the volume.
A platform milestone
The sequence is deliberate: decision support begins at acquisition. Accuro XV acquires the image; BoneEnhance identifies and labels the anatomy within it. Behind the integrated workflow stands a worldwide intellectual-property portfolio of more than 100 issued and pending patents across more than 20 patent families.
“We founded RIVANNA to solve a problem that cuts across care settings: decision-critical information sits outside the point-of-care workflow,” said Will Mauldin, PhD, Co-founder and CEO of RIVANNA. “BoneEnhance is where the stack begins to close that gap for musculoskeletal care: automated volumetric acquisition, now paired with cleared software-assisted review. This clearance is the foundation: the first machine learning layer, anchoring the decision-support capabilities now in development.”
Independently validated within a nationwide eight-site study
BoneEnhance was trained and validated within RIVANNA’s nationwide eight-site clinical study. Three sites contributed the training data; the other five provided the independent test set of 233 volumetric datasets, comprising 69,900 images from 173 subjects. None of the test data were used for training or tuning. Three board-certified radiologists established the reference labels, and per-volume label prediction accuracy, a measure of anatomical labeling, ranged from 95.1% to 100.0%.
Separate from the validation supporting this clearance, the platform’s automated acquisition carries peer-reviewed evidence: in a published study of 205 patients in the Journal of Emergency Medicine (DOI: 10.1016/j.jemermed.2025.11.011), operators with one hour of hands-on training acquired wrist and ankle images rated adequate for diagnostic interpretation in more than 90% of scans, with image quality comparable to physician-acquired scans.
“This clearance reflects the strength of the team RIVANNA has built across AI development, clinical affairs, and regulatory execution, and the commitment of the clinical sites that partnered with us to generate the evidence,” said Delphine Le Roux, PhD, PMP, Senior Director, Market Access and Strategic Partnerships at RIVANNA. “None of it happens without BARDA’s sustained support, which allowed us to do this the right way: rigorous, multi-site, and independent. The infrastructure, partnerships, and regulatory playbook we established for BoneEnhance are designed to carry forward. That execution engine is what positions us to pursue the next clearance with confidence.”
The next layer in development
The platform’s progression continues with an investigational musculoskeletal injury detection module. Where BoneEnhance labels the anatomy, the new module is being developed to assist clinicians in evaluating potential extremity fractures within acquired ultrasound images. The nationwide clinical study that trained and validated BoneEnhance, now expanded from eight to ten sites, is building the datasets used to train the module. Because the sites and data infrastructure were established once and are reused for each new module, every subsequent module builds on the program’s federal investment.
Federal funding acknowledgment
This project has been supported in whole or in part with federal funds from the U.S. Department of Health and Human Services; the Administration for Strategic Preparedness and Response (ASPR); Biomedical Advanced Research and Development Authority (BARDA), under contract number 75A50121C00035.
About Accuro XV
Accuro XV is a portable, small-footprint point-of-care volumetric ultrasound imaging system for musculoskeletal imaging. Its conformable three-dimensional probe automates large field-of-view B-mode image acquisition without ionizing radiation. BoneEnhance is a cleared machine learning software module available during review of Accuro XV volumetric image acquisitions. It segments bone and surrounding tissues and supports visualization of skeletal anatomy in three dimensions.
An investigational computer-aided musculoskeletal injury detection module is in development for Accuro XV. It is designed to assist clinicians in detecting extremity fractures from volumetric ultrasound and annotating soft-tissue signs associated with injury, and to support triage decisions, including referral for additional radiographic imaging.
Accuro XV is designed to provide a fracture-care layer at the point of triage, helping to streamline emergency department workflows, expedite evaluation of low-severity extremity injuries, and reduce reliance on X-ray referrals. The platform is designed to support just-in-time training to promote consistent use across clinical experience levels, advancing a shared mission to transform musculoskeletal injury care while supporting broader emergency preparedness objectives.
About RIVANNA
RIVANNA is a medical technology company developing clinical decision-support solutions powered by proprietary clinical datasets, AI models, and purpose-built imaging hardware. The company’s platform is designed to automate complex anatomical analysis at the point of care, support faster and more confident clinical decisions, reduce variability, and expand access to advanced capabilities. Its initial applications address interventional guidance and trauma triage, beginning with neuraxial procedures and musculoskeletal injury assessment. RIVANNA has established an FDA-cleared product portfolio and maintains a worldwide intellectual-property portfolio of more than 100 issued and pending patents. RIVANNA is headquartered in Charlottesville, Virginia, and operates an FDA-registered, ISO 13485:2016-certified manufacturing facility.
RIVANNA, Accuro, BoneEnhance, and the Rivanna Medical family of marks are registered and unregistered trademarks of Rivanna Medical, Inc. in the United States and other jurisdictions.
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SOURCE RIVANNA
Harlem Children’s Zone Acquires FinTech Platform, Goalsetter, to Accelerate Universal Economic Mobility
Common Ground in the Battlegrounds? Surveys Reveal Widespread Bipartisan Agreement in 11 Competitive States and 28 Congressional Districts, as Well as Nationally
FDA grants 510(k) clearance for BoneEnhance, the first machine learning layer on RIVANNA’s Accuro XV platform
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