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Kin Health raises $9M to build an AI notetaker for patients

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The market for AI notetaking devices has exploded in the U.S., with the category generating over $600 million in revenue last year, according to a Menlo Ventures report. And as startups like Heidi Health and Freed, have shown, there’s decent demand for this tech in healthcare, where doctors and clinics see the potential for an AI assistant that can help them keep track of patient conversations, surface health records, and lower their administrative burdens.

But those apps don’t do much for patients, which is why Kin Health is building a notetaker that can transcribe your visits to doctors, parse medical advice, and surface next steps when required. To that end, the startup has raised $9 million in a seed funding round led by Maveron.

The app is similar to a meeting notetaker: you can record doctor visits, and it will return an AI summary of the meeting, with the next steps, all of which you share with family and friends if you want to. It also lets you note down questions that you might want to ask during your next visit.

Kin Health says it encrypts all patient data, and that summaries are kept private by default. The tool is not HIPAA-certified, as it is a patient-facing one, but it adheres to the same privacy standards, the company said.

The free app is built by physicians Arpan and Amit Parikh, along with Kyle Alwyn, who previously built online prescription service HeyDoctor and sold it to health platform GoodRx. Doug Hirsch and Trevor Bezdek, co-founders of GoodRx, are founding partners and executive chairmen at the company.

Co-Founders Arpan Parikh, Amit Parikh, and Kyle Alwyn Image Credits: Kin HealthImage Credits:Kin Health

“We have a lot of these storage cabinets where our health data can live, but we don’t have a way to convert that into a utility that we can use to drive our behavioral change. Our goal is to create this health graph where we can store your information from multiple different sources,” Alwyn told TechCrunch over a call.

Kin Health says that its summaries are provided after a few stages of processing. After transcribing the visit, an algorithm turns the transcription into a clinical narrative, which gets crunched into a user-facing summary with action items. The company says it is leaning on specialized medical models to power the transcription, and that it evaluates and observes outputs at different stages to ensure answers are accurate.

But AI in healthcare is being received with a measure of caution and apprehension. Privacy experts and researchers have raised concerns over data security, accuracy of AI, consent mechanisms, the quality of generated notes, and their effectiveness.

AI notetakers also often fail to recognize and struggle to transcribe regional accents. Kin Health says it is working to ensure its tool works with different accents, as well as when someone has a bad throat or is wearing a mask.

Dr. Rebecca Mishuris, chief health information officer and VP at Mass General Brigham, a healthcare organization in Boston, argues it is important for physicians to review any notes generated by AI.

“Generative AI will hallucinate; that is the nature of a technology built on patterns and prediction. That is why it is so important for clinicians to review the drafted notes before signing them. At the end of the day, the responsibility for the documentation falls to the clinician,” she told TechCrunch over email.

Kin Health currently only shows notes from conversations it records during consultations, but the company said it plans to bring in data from other health sources, including physicians’ own notes through electronic health record (EHR) systems, this year.

The company says it will keep the app free of cost forever, and monetize via referrals to services such as specialists and labs. The startup is taking a leaf from GoodRx’s playbook, which also keeps the core product free and earns commissions by referring other services.

Natalie Dillion, a partner at Maveron, said healthcare provider-side tools often expect patients to coordinate their own treatment actions. “Kin is built to solve an entirely different consumer need: it can travel with them between specialists, systems, and providers. It’s not beholden to any single health network or EHR relationship. It’s built to serve the patient, not the institution, and that’s a massive distribution advantage,” she said.

The funding round also saw participation from Town Hall Ventures, Eniac Ventures, Flex Capital, Foundry Square Capital, Pear VC, and The Family Fund. GoodRx’s Hirsch and Bezdek; angel investors Jay Desai, Nabeel Quryshi, Alex Cohen and Saharsh Patel; and more than 30 physicians also invested.

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United Capital, Aradel, Custodian Investment top stock pick this week

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Trading in Nigerian stocks last week hit a buoyancy last seen in the market more than six weeks ago, with transaction size accelerating 57.3 per cent to 4.4 billion shares as the earnings season kicked in in earnest.

A few inspiring half-year results, notably that of BUA Cement, were made public, but many more are expected as earnings release reaches fever pitch this week and companies hurry to beat the cut-off date for filing unaudited reports.

Investors will be pricing in companies’ chances of announcing interim dividends as they take position.

PREMIUM TIMES has assembled some stocks with sound fundamentals, adopting rigorous approaches to save you the risk of picking equities at random for investment.

The pick, a product of an analytical market watch, offers a guide to entering the market and taking strategic positions, with the expectation that selected stocks will record reasonable price appreciation with the passage of time.

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This is not a buy, sell or hold recommendation but a stock investment guide. You may need to involve your financial advisor before taking investment decisions.

United Capital

United Capital tops this week’s pick on the basis of its strong fundamentals. The investment bank’s net profit ratio (NPR) is 51.2 per cent, while the price-to-earnings (PE) ratio is 10.4x. Its 14-day relative strength index (RSI) is 56.2.

Aradel Holdings

Aradel Holdings makes the selection for its strong fundamentals. The NPR of the energy company is 68.7 per cent, while the PE ratio is 8.8x. Its 14-day RSI is 43.2.

Custodian Investment

Custodian Investment appears on the pick on the basis of its robust fundamentals and for trading below its intrinsic value. The NPR of the company is 27.6 per cent, while the PE ratio is 6.3x. The 14-day RSI is 67.4.

Linkage Assurance

Linkage Assurance makes the cut by virtue of its strong fundamentals and for trading below its underlying value. The PE ratio of the insurer is 3.7x, while the 14-day RSI is 36.3.

Fidelity Bank

Fidelity Bank makes the selection on the basis of its strong fundamentals. The NPR of the lender is 16 per cent, while the PE ratio is 3.9x. Its 14-day RSI is 56.

Wema Bank

Wema Bank features on the list for its strong fundamentals and for trading below its underlying value. The NPR of the lender is 30.5 per cent, while the PE ratio is 1.2. Its 14-day RSI is 59.2.


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IMF ranks Nigeria among Africa’s top AI economies, flags infrastructure hurdles – Technology Times

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Nigeria has emerged as one of Africa’s most promising economies for artificial intelligence (AI)-driven growth, with the International Monetary Fund (IMF) ranking the country among the continent’s top performers in AI readiness. 

However, the global financial institution warns in the report reviewed by Technology Times that chronic deficits in electricity, broadband infrastructure and digital skills could prevent the country from fully capitalising on the technology’s economic potential.

The findings are contained in the IMF report, “Unlocking the Potential: AI in Sub-Saharan Africa,” which positions Nigeria among the region’s five economies expected to realise the greatest productivity gains from AI under current conditions. The report, however, stresses that translating this potential into sustained economic growth will require significant investment in the country’s digital and physical infrastructure.

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Dr Bosun Tijani, Minister of Communications, Innovation and Digital Economy, is seen in the photo. The IMF ranks Nigeria among Africa’s top AI economies but warns that electricity, broadband and digital skills gaps threaten AI-driven growth. Image credit: FMCIDE.

The report identifies Nigeria as one of the five Sub-Saharan African countries with the highest projected productivity gains from AI, reflecting the country’s growing technology ecosystem, expanding fintech industry and increasing digital adoption.

According to the IMF, Nigeria belongs to a select group of Sub-Saharan African economies, including Botswana, Mauritius, Namibia, Seychelles and South Africa, whose labour markets have relatively high exposure to occupations that stand to benefit from AI adoption.

Unlike many countries in the region where employment remains concentrated in sectors with limited AI exposure, Nigeria’s economic structure provides stronger opportunities for AI to augment worker productivity, improve business efficiency and support innovation across industries.

Nigeria among Africa’s AI frontrunners

The IMF says Nigeria’s relatively diversified economy, expanding digital ecosystem and growing technology sector place it in a favourable position to harness AI for economic transformation.

The report identifies Nigeria as one of the five Sub-Saharan African countries with the highest projected productivity gains from AI, reflecting the country’s growing technology ecosystem, expanding fintech industry and increasing digital adoption.

This positions Nigeria ahead of many regional peers as governments and businesses race to integrate AI into financial services, healthcare, education, agriculture, manufacturing and public administration.

Despite this strong outlook, the IMF cautions that favourable labour market characteristics alone will not guarantee success.

Instead, the country’s ability to convert AI potential into measurable economic gains will depend on addressing long-standing infrastructure bottlenecks that continue to constrain digital transformation.

Power shortages threaten AI ambitions

Among the biggest risks identified in the report is Nigeria’s persistent electricity challenge.

According to the IMF, nearly half of Sub-Saharan Africa’s population still lacks reliable electricity, while businesses across the region continue to suffer from frequent power interruptions.

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Mr. Joseph Tegbe, Minister of Power, is seen in the photo. The IMF ranks Nigeria among Africa’s top AI economies but warns that electricity, broadband and digital skills gaps threaten AI-driven growth. Image credit: Ministry of Power.

For AI technologies, reliable electricity is not optional. Cloud computing platforms, AI training systems, data centres and high-performance computing facilities require uninterrupted power to operate efficiently.

For AI technologies, reliable electricity is not optional. Cloud computing platforms, AI training systems, data centres and high-performance computing facilities require uninterrupted power to operate efficiently.

The IMF notes that Nigeria’s dependence on self-generated electricity illustrates the scale of the challenge.

According to the report, 86% of Nigerian firms own or share electricity generators, underscoring the extent to which businesses rely on alternative power sources to remain operational.

While backup generators reduce downtime, they significantly increase operating costs, limit productivity gains and erode many of the efficiency benefits AI promises to deliver.

Broadband remains another critical gap

Beyond electricity, the IMF identifies broadband connectivity as another major barrier to AI adoption.

Although mobile network coverage extends to most of Africa’s population, internet usage, smartphone penetration and broadband quality remain below global averages.

The report argues that affordable, high-capacity broadband networks are essential for AI-powered applications, which increasingly rely on cloud computing, real-time data processing and digital public infrastructure.

Without widespread access to reliable broadband, businesses may struggle to deploy AI solutions at scale despite increasing availability of AI models and software platforms.

AI leadership requires infrastructure investment

The IMF argues that the debate around AI in Africa should move beyond access to technology itself.

Instead, governments should prioritise building the enabling environment that allows businesses, researchers and public institutions to adopt AI effectively.

“The policy agenda is therefore not simply about promoting AI adoption but about enabling broad-based, inclusive diffusion,” the report states.

“The region does not need to be at the technological frontier to benefit, but it must be able to adopt, adapt, and scale AI rapidly and inclusively.”

To unlock AI’s economic benefits, the IMF recommends that governments focus on five strategic priorities:

  • Expanding reliable and affordable electricity supply.

  • Accelerating broadband and digital infrastructure deployment.

  • Investing in digital, technical and AI-related skills.

  • Supporting local innovation ecosystems and entrepreneurship.

  • Developing governance frameworks that promote trust while managing AI risks.

The report warns that without these foundational investments, countries with strong AI potential could still fall behind as global AI adoption accelerates.

“The region’s AI trajectory is not predetermined: Policy choices will shape whether AI supports convergence or deepens divergence,” the IMF says.

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Dr Aminu Maida, Executive Vice Chairman/CEO of Nigerian Communications Commission (NCC), is seen in the photo. The IMF ranks Nigeria among Africa’s top AI economies but warns that electricity, broadband and digital skills gaps threaten AI-driven growth. Image credit: NCC.

Nigeria’s AI ecosystem continues to expand

Despite infrastructure constraints, Nigeria has continued to strengthen its AI ecosystem through government policy and private-sector investment.

Over the past year, the Federal Government has launched the ATLAS Network to support the development of African large language models (LLMs) while advancing implementation of the National Artificial Intelligence Strategy as part of broader digital economy reforms.

The IMF also highlights regional investment in AI computing infrastructure, citing Cassava Technologies’ partnership with NVIDIA to deploy graphics processing units (GPUs) across facilities in Nigeria and other African markets.

The initiative is expected to improve access to the computing capacity required for developing and deploying AI applications across the continent.

Combined with Nigeria’s large technology talent pool, vibrant startup ecosystem and growing fintech sector, these investments could strengthen the country’s position as one of Africa’s emerging AI leaders.

A narrowing window of opportunity

While optimistic about Nigeria’s long-term prospects, the IMF stresses that the opportunity presented by AI is time-sensitive.

“AI presents a narrow but meaningful window of opportunity for countries in Sub-Saharan Africa to accelerate growth and improve living standards,” the report states.

The institution concludes that Nigeria’s ambition to become a continental AI powerhouse will ultimately depend less on access to AI models than on whether it can modernise the infrastructure that supports them.

Reliable electricity, affordable broadband, stronger digital skills and supportive policy frameworks, the IMF argues, will determine whether Nigeria converts its favourable AI ranking into lasting productivity gains and inclusive economic growth.

As global investment in AI accelerates, the report suggests that Nigeria has already secured a place among Africa’s leading AI economies. The greater challenge now is ensuring that infrastructure development keeps pace with technological ambition so that the country can translate its AI potential into tangible economic outcomes.

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