Regulatory Considerations for AI in MedTech
As artificial intelligence continues to revolutionize the medical technology industry, navigating the evolving regulatory landscape is crucial for success. This webinar will provide insights into key regulatory considerations for AI-driven medical devices, including FDA requirements, risk assessment, validation strategies, and emerging global regulatory trends.
Join Jennifer Palinchik and Fehmida Kapadia as they discuss best practices for bringing AI-powered MedTech innovations to market while ensuring safety, efficacy, and compliance. Whether you're a startup, an established MedTech company, or a regulatory professional, this session will equip you with the knowledge to navigate regulatory challenges effectively.
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DC weekly roundup: A pitch competition's return; Maryland's ‘tech tax,' explained; Summer's here, and she's a founder
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Technical.ly
5 days ago
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Pittsburgh housing authority recruits AI to help with application backlogs
Pittsburgh's housing authority will begin using artificial intelligence to help its understaffed voucher department process thousands of applications from people in need of affordable housing. On Thursday, the Housing Authority of the City of Pittsburgh (HACP) board approved payment of $160,392 to Boodskapper Inc., a private artificial intelligence company known as The company offers several services to automate housing authority work, which include reviewing and verifying certification packages from current voucher holders. The effort will begin as a one-year pilot program. Addressing concerns from the board members and a public speaker about the role the AI would play, HACP Executive Director Caster Binion stressed, 'The AI will not be in charge, not making decisions.' 'This will be used for recertifications specifically,' he added. Recertifications refer to updates affecting existing voucher holders, such as household income level and number of family members. Households with vouchers pay 30% of their income toward rent and utilities, with the balance covered by the HACP. The authority's Housing Choice Voucher Program Director Lashawna Hammond told the board the 'AI would scan recertification packets with their income and then it shows us on the back end if the packet is completed. So it's not processing, it's just doing preliminary work.' Approval of the pilot comes after Binion signaled in a meeting last year with City Council the authority would experiment with AI and other efforts to improve the efficiency of the voucher program. In 2020, PublicSource reported that the housing authority planned to 'enhance the voucher program,' but those efforts were hampered due to staffing shortages, according to the authority's leadership. Since then, steps have been taken to train new staff, according to Binion, who along with the board's former chair pledged improvements in 2022. Board member Charlise Smith worried that the program might take on human tendencies to discriminate against certain types of people. A public commenter at the board meeting echoed Smith's concerns. 'We all agree that increased efficiency is needed within the HCV Program to address administrative delays that limits the use of HCVs,' said Megan Hammond, a housing justice advocate and executive director of the Fair Housing Partnership of Greater Pittsburgh. 'AI is dependent upon the humans who create the AI. As a result, AI is susceptible to the continuation and scaling of fair housing concerns,' Hammond said, noting that the National Fair Housing Alliance created a Responsible AI Symposium that includes a framework for auditing algorithmic bias in these programs. Hammond called for 'greater transparency about the role of the proposed including checks and balances for applicants and voucher recipients to dispute inaccurate information.' She pressed for monthly public reports from the authority on the status of the Housing Choice Voucher waiting list every month along with information on where the authority allocates funds. Concerns over the use of AI in public housing has also reached the federal level. The US Department of Housing and Urban Development released guidelines for housing authorities across the country on best practices and uses of this new technology in an attempt to enforce the Fair Housing Act and prevent discrimination in housing. LaShawna Hammond maintained the program is needed to help with the backlog of recertification applications that threaten to overwhelm her staff. She noted that the system will be used to improve processing time and reduce clerical and user errors. She said the system will be able to detect missing information in the application and how that would trigger an automatic response to the client, letting them know that their application is incomplete. She said her department has 13 housing specialists, each averaging a caseload of 500. She said they hired five new housing specialists to start June 30 but it would take some time to train the new hires and bring them up to speed.
Technical.ly
12-06-2025
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Philly is now one of the top 15 places in the world to launch a startup
Philadelphia jumped 12 spots in a national ranking of startup ecosystems, placing the city among the top 15 places in the world to found a company. The region is now ranked No. 13 in the 2025 Global Startup Ecosystem Report from trade association and research group Startup Genome and the Global Entrepreneurship Network. Over the last five years, Philly has climbed 35 spots, the report states — a sign that collaboration in the innovation scene is working, said Tiffany Wilson, president and CEO of the University City Science Center, a Startup Genome member. 'We've been laying groundwork … over the last few years, and starting to see some early indications of companies seeing success as a result,' Wilson told 'It's the right activity at the right time.' Last year, Philly broke the top 25, an improvement over the previous year when the city ranked No. 27. The latest ranking can be partially attributed to the billions of dollars flowing into the scene. Philadelphia's ecosystem value from 2022 to 2024 is $76 billion, while the global average is $20.4 billion. Startup Genome also credits Philly's sector-specific niches for helping it top the charts. Life sciences was cited as a top industry in the region. Startup Genome called out the $30 million dedicated to the sector in the Pennsylvania governor's proposed 2025 to 2026 budget, plus huge raises, like gene therapy company Latus Bio's $54 million round, as reasons for its top performance. As the home of the first FDA-approved cell and gene therapies, Philadelphia is already well-known for its life sciences wins. However, the past six months have challenged that reputation, as the city's gene therapy darling, Spark Therapeutics, recently faced restructuring and layoffs. Analysts at the time agreed, though, that one company-specific setback doesn't undermine what the scene has accomplished (or the millions that continue to be raised). Startup Genome also mentioned AI and big data and robotics and advanced manufacturing as strong sub-sectors in Philly. The report specifically cited big deals like Sojo Industries' $10 million Series A raise last summer and Ghost Robotics' $240 million acquisition by South Korean defense tech company LIG Nex 1. Diverse talent, support from entrepreneurship-focused organizations and collaboration are all reasons startups should consider settling down in the city, according to the report. Startup Genome also highlighted key stakeholders like 1Philadelphia, Comcast NBCUniversal LIFT Labs, Philadelphia Alliance for Capital and Technologies, Philly Startup Leaders (which recently rebranded to Startup Leaders) and Independence Health Group. A tough time for VC, but billions still flow into Philly Philadelphia is also beating out other regions in cash flow. Total VC funding for the city over the last five years is $24 billion, while the global average over the same time period is $5.2 billion. 2024 saw $3.3 billion in venture capital invested over 444 deals, a 37.5% increase from the previous year, the report said. One of the area's strengths is funding for early-stage companies, which aligns with the report's findings of $3.4 billion in early-stage funding from 2022 to 2024. 'At the end of the day, the money will follow the best companies,' Wilson said. 'It's just about getting them ready and plugged in to prepare for that.' Philadelphia faced a hard quarter for venture capital deal flow in Q1 of this year. Local organizations like the ones Startup Genome shouted out are trying to build connections to keep up the momentum. Ben Franklin Technology Partners' GO PA Fund is providing capital to local companies, including $2 million into medtech company Rimsys' $5 million round, per the report. Plus, the Science Center's Capital Readiness Program helps startups prepare to raise capital and brings companies from outside the region in. The Science Center facilitates introductions to potential partners and clients, while also showing off what Philly has to offer with the goal of getting companies to stay, Wilson said. Investments at the state level are also shining a light on Pennsylvania as a whole. Earlier this week, Amazon announced a $20 billion investment in AI across the state, including plans to build a data center in Bucks County. A sign of 'legitimacy, momentum and opportunity' Startup Genome's rankings don't define a startup environment forever; rather, they are a tool for future strategy and decision making, according to Stephan Kuester, managing partner at Startup Genome. Philly's recent jump can provide it with insights on how to sustain the upward trajectory. Higher rankings are often a sign of 'legitimacy, momentum and opportunity,' creating more attention for the market and leading to more opportunities, Kuester said. A low ranking can be a sign to leaders to take action and address gaps. 'Whether an ecosystem rises or falls, the ranking is most valuable when used not as a scoreboard, but as a diagnostic tool,' Kuester said. 'Movement in the rankings should spur collaborative analysis across the ecosystem to understand root causes and adjust course accordingly.' Philadelphia's high ranking will hopefully draw more startup leaders into the scene, Wilson said. Being No. 13 in the world presents an opportunity to connect the dots between investment, job creation and actual human impact happening in the region. 'It's been exciting to bring people into the ecosystem and see them experience that,' Wilson said. 'If we can do that, and we can really demonstrate how we help innovation move from an idea to impact.'
