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Brilliant Labs, Neuphonic and TheStage AI partner to bring privacy-first, cloud-free AI to smart glasses
Startups Brilliant Labs, Neuphonic and TheStage AI today announced a strategic partnership to enable frontier AI in wearable technology without the latency and privacy compromises of cloud computing.
Currently, AI inference, such as audio or image analysis, relies on models hosted in the cloud, creating unnecessary latency and risking user data exposure. This partnership addresses the issue by moving processing directly into consumer hardware, protecting sensitive point-of-view data and enhancing performance with faster response times.
Brilliant Labs is gearing up for the launch of Halo, their latest smart glasses. In addition to on-device vision inference, Halo will use Neuphonic’s Conversational AI models on an inference engine built by TheStage AI.
This architecture challenges the foundation of cloud-dependent offerings from giants like Meta and Snap, placing user privacy and latency at the core of the user experience.
Brilliant Labs will release its groundbreaking AI memory feature through its open-source eyewear platform in one of the slimmest form factors available.
Neuphonic will deliver the conversational interface, where their ultra-low-latency text-to-speech technology runs locally, turning the device into a conversational partner with human-like responsiveness.
Finally, TheStage AI will provide an automated inference engine that optimises AI models to run efficiently on the edge, ensuring instant processing without draining the battery.
By combining these strengths, Brilliant Labs is delivering an unprecedented AI wearable experience to its customers where voice, vision, and sensor data is processed locally on the user’s device: no raw point-of-view data ever leaves the user’s phone or glasses. This architecture stands in stark contrast to cloud-dependent AI models that rely on remote inference for messaging, voice, and image analysis.
Recent investigations have raised questions about whether major platforms have renege on their privacy promises. Those concerns only grow more acute as AI systems expand beyond text into always-on microphones and cameras.
This partnership offers an alternative: intelligent wearables that keep sensitive visual and conversational data local, while delivering advanced AI through an open-source stack designed for transparency, trust, and independent scrutiny.
“We believe in a privacy-first future for personal computing. AI glasses are soon going to be everywhere around us: always-on cameras and microphones capturing our lives. That’s either exciting or terrifying, depending on where that data lives and who is monetising it,” said Bobak Tavangar, CEO of Brilliant Labs and former Apple program lead.
“I don’t want my children growing up in a world where that data is sold to the highest bidder. This partnership shows there’s a better way. And by embracing open source, we want people to understand how these systems work, build upon them, and ultimately foster trust. That’s the standard we think the industry should be held to.”
“When you’re having a conversation, speed and privacy are everything. You cannot wait for the cloud to think,” said Sohaib Ahmad, CEO of Neuphonic.
“We provide the 'voice' of this new ecosystem. By running our advanced speech models directly on Brilliant’s hardware, we’ve unlocked a conversational experience that feels real, immediate, and completely private.” TheStage AI ensures this heavy lifting happens smoothly.
“Great hardware and great models need a bridge, and that is what we build,” said Kirill Solodskikh, CEO at TheStage AI.
“Running conversational AI on a pair of glasses is a massive computational challenge.You have to manage peak memory, latency, and power consumption to make responses feel immediate. Our core technology, ANNA, optimises Neuphonic’s models and supporting components, including transcription, wake word, and diarisation, so they run efficiently on a smartphone paired with the glasses. Deploying the optimised models on GPU and NPU accelerators delivers the best performance possible on-device.”
Looking forward, Brilliant’s Halo glasses will support:
Context-aware, conversational AI that sees and hears in real time.
Private memory that indexes what the user sees and hears for later recall and personalised context.
Vibe Mode, a natural-language interface that generates custom AI mini-apps on demand — from on-demand AI agents to enterprise workflows.
All visual and audio inputs are processed on-device and converted into encrypted embeddings. Brilliant Labs’ Halo glasses with integrated Neuphonic voice AI will be available in Q1 2026 at $349.
Groundhawk raises €2M to digitise Europe’s underground infrastructure
Finnish infrastructure software technology company Groundhawk has raised €2 million in Seed funding to transform how underground utilities are mapped and documented.
As Europe invests heavily in electricity grids, fibre networks, EV charging and renewable integration, a critical weakness remains: underground infrastructure is still documented using outdated, post-construction surveys and estimates. The result is over €100 billion in annual global damage, project delays, and safety risks caused by inaccurate mapping.
Groundhawk replaces analogue documentation with real-time, AI-powered 3D capture, allowing construction crews to record precise underground data while trenches are open, creating digital records with centimetre-level accuracy, instantly synced to the cloud. The company’s technology combines high-precision satellite positioning, 3D scanning, and AI analytics to embed quality assurance directly into the construction workflow.
By capturing accurate depth measurements, installation details, and visual documentation while trenches are still open, Groundhawk enables crews and project managers to verify that cables, ducts, and connection points are installed correctly before the site is closed. This real-time capture transforms documentation from a passive record into an active quality-control tool, allowing issues to be identified and corrected immediately rather than discovered weeks later during post-build surveys.
“Groundhawk is so user-friendly that anyone already on site with the device can handle the cable mapping. If you can shoot a video with your mobile phone, you can use Groundhawk. This accelerates the entire project,” says Christoffer Winquist, CEO and co-founder of Groundhawk.
All data synchronises in real time to a cloud platform, giving network owners precise visibility and an accurate map of their entire new underground network. This approach delivers up to 50 per cent cost savings on surveying while providing project managers with immediate visibility into contractor progress and quality compliance.
Groundhawk serves network owners, prime contractors, and subcontractors across fibre and electricity infrastructure projects. Customers include major Nordic and European infrastructure contractors such as Eltel Networks, Voimatel, Elvera, and Signal Group, which serve network operators including Telia, Telenor, Caruna, Global Connect, E.on, and Valokuitunen.
The round was led by investors Greencode Ventures and 2C Ventures. According to Ines Bergmann-Nolting, Managing Partner at Greencode Ventures, the Groundhawk team brings an exceptional combination of profound sector insight and deep technical expertise, and their strong early traction convinced us to invest.
“As networks expand and regulations tighten, Groundhawk becomes the essential interface between physical construction and digital infrastructure."
The €2 million seed funding will support several strategic priorities: building a scalable B2B sales organisation across Germany, the UK, Benelux, and Nordic markets; expanding the engineering team to advance the AI and spatial intelligence capabilities; and developing new product features that extend from build-time documentation into planning support and predictive quality assurance.
Lead image: From left: Otto Salminen, Otto Virta, Christoffer Winquist, and Jonne Davidsson. Photo: uncredited.
DeepIP secures $25M Series B to embed AI across the patent lifecycle
AI patent platform DeepIP has raised $25 million in Series B funding, bringing total capital raised to $40 million. DeepIP is a workflow-native AI platform built to support patent professionals across the full patent lifecycle — from early innovation through enforcement and portfolio evolution.
Designed to integrate directly into existing workflows, DeepIP helps both law firms and in-house IP teams manage complex patent work with greater continuity, quality, and collaboration. Teams can adopt AI without changing their tools or processes. As a result, customers see up to 20 per cent higher adoption and 40 per cent higher usage compared to standalone AI tools.
The platform is already trusted by leading patent law firms and corporate IP organisations across Europe and the United States, including Greenberg Traurig, Mewburn Ellis, Dexcom, and Philips. DeepIP was founded in 2024 by François-Xavier Leduc and Edouard d’Archimbaud, the CEO and CTO, respectively, of Kili Technology, an AI scale-up that has delivered AI solutions to Fortune 500 companies worldwide since 2018 and will continue as a standalone company with its own revenue streams.
“The first wave of AI in patent practice focused on speeding up individual tasks,” says François-Xavier Leduc, CEO and co-founder of DeepIP.
“But patent work is cumulative. It spans years, teams, decisions… We built DeepIP to be the system where that work lives, with AI embedded throughout the workflow so professionals don’t have to manage fragmentation or carry context manually.”
DeepIP’s goal is simple, says Leduc: “Bring AI at every step of the patent lifecycle” The funding was co-led by Korelya Capital and Serena, with participation from Balderton and Headline.
“DeepIP has built the modern end-to-end infrastructure for the new era of IP. Leveraging deep vertical expertise and native workflows that meet users where they are as compounding moats, the team has built an emerging global category leader in a matter of months,” says Paul Degueuse, Partner at Korelya Capital.
“IP sits at the core of how innovation becomes value, while AI is transforming the way we invent. The patent lifecycle needs to catch up. It's overdue.”
“DeepIP has reached a major milestone since its Series A, increasing revenue by tenfold in the last 18 months and rolling out an AI-native platform now adopted by leading players and embedded at the heart of patent professionals’ daily workflows,” says Olivier Martret, Partner at Serena.
“We strongly believe this platform positioning is essential to establishing a new standard and helping structure what remains a highly fragmented global market for AI applied to patents.”
From Mac utilities to AI ecosystem: MacPaw’s next act
Founded in Kyiv in 2008, MacPaw has grown into a global technology company building a digital ecosystem designed to supercharge productivity for Mac users. With an office opened in Boston in 2023 and others and across the EU, the company is evolving beyond standalone utilities into a unified software experience blending system care, cybersecurity, app discovery — and increasingly — AI.
Its best-known products, including CleanMyMac, Setapp, and ClearVPN, have long focused on simplicity and design.
I spoke with CEO Oleksandr Kosovan, who says the company is undergoing a “total transformation” into an AI-first organisation.
“That means two things. First, we are developing AI products that utilise large language models for our customers. Second, we are adopting AI internally — working with AI agents, automating processes, writing code with AI, and integrating it across workflows. So we are in the process of a total transformation.”
AI as an opportunity — and a threat
Kosovan argues that while Apple provides an excellent ecosystem for developers, AI is changing how people consume software.
“There’s a decline in traditional search traffic, as users spend more time with chatbots like ChatGPT. In some cases, users may not need an app — they can solve tasks via AI. This is both an opportunity and a threat. The final user experience model is still evolving, and we want to be one of the alternatives people can choose.”
Enter Eney
In 2025, MacPaw released a beta version of Eney, an AI assistant — or what the company calls a “Computerbeing” — designed to change how Mac users interact with their devices.
Built for everyday users rather than technical specialists, Eney aims to transform complex digital tasks into simple, conversational experiences. Instead of switching between multiple applications, users can rely on Eney to complete tasks through natural language prompts, creating a more streamlined and personalised workflow.
At its core, Eney is designed as a human-like digital companion that helps users navigate their digital lives more intuitively. By removing friction from everyday processes, the assistant seeks to make routine interactions faster and more effortless.
Kosovan explained:
“We’re trying to do as much as possible directly on the user’s device to guarantee strong privacy. In some cases, this also enables faster operations. The goal is not only to allow users to speak with the assistant, but to execute actions on their devices.”
Eney is currently available in closed beta exclusively through Setapp, with a broader public release planned later this year as the product continues to be refined
Reinventing Setapp for the AI era
Today MacPaw announced new purchase options on Setapp, introducing single-app subscriptions for more than 60 applications.
“We know people use apps differently,” says Kosovan.
“Expanding into single-app models is our first meaningful step toward transforming Setapp into an open ecosystem marketplace — where users can discover and use third-party tools and AI-powered solutions.”
AI is already unlocking new functionality. For example, CleanMyMac can analyse system logs and explain issues in natural language.
“With a product like CleanMyMac, users could say, ‘Help me clean my Downloads folder,’ and the system can respond conversationally and execute actions. These are new possibilities enabled by large language models.”
However, not every app is an obvious fit. Applications working with textual data — logs or documents — benefit most from LLM integration.
“Tools like video compression or audio conversion rely on conventional algorithms. LLMs won’t replace those core functions,” he says. MacPaw plans to extend single-app subscriptions beyond Setapp Membership later this year.
For Mac afficandos. MacPaw's vintage Apple museum is a delight. I visited their office in Boston Cambridge in 2024 and was pleased to see it extended Stateside.
Moonlock and the rise of Mac cybersecurity
As Mac adoption grows, so too do cyber threats. Moonlock is a Mac protection and antivirus app built for individual Mac users. Its detection engine has powered CleanMyMac’s malware removal module since 2023, protecting millions of users.
The app’s malware database is continuously updated through hands-on research by Moonlock Lab, MacPaw’s in-house team of malware investigators, who track emerging macOS threats. Its launch comes amid rising Mac-targeted threats: malware detections increased 20 per cent in 2024 compared to 2023, while 66 per cent of Mac users report encountering a cyber threat in the past year.
The long-standing perception of Macs as malware-free is no longer accurate.
In 2025, the product expanded with the launch of “VPN for Home,” introducing router support that allows households to secure all connected devices through a single account — without installing the app on each device individually.
To further strengthen safe browsing, the team launched ClearWeb, an ad-blocking Chrome extension that creates a cleaner and more secure online experience. One of its key advantages is the ability to block ads within videos, including on YouTube.
How ClearVPN became critical infrastructure in Ukraine
In February 2026, ClearVPN introduced Kid Safe Mode — a dedicated browsing profile designed to protect children online. With a single tap, it activates enhanced protection, filtering harmful content and preventing risky connections.
Since February 2022, ClearVPN’s role has extended beyond technology.
Following the start of Russia’s full-scale invasion, MacPaw made ClearVPN free for all Ukrainian citizens, recognising the urgent need for secure and uninterrupted access to trusted information. The product has helped thousands of Ukrainians — including those in temporarily occupied territories — access independent news and reliable updates.
As attacks on Ukraine’s energy infrastructure continue, with power outages in Kyiv sometimes lasting more than 24 hours, many residents rely on public Wi-Fi networks to stay connected. In these conditions, VPN protection becomes even more critical due to the heightened security risks of public networks
. MacPaw remains committed to providing ClearVPN free of charge to Ukrainians for as long as it is needed.
Four years Into war, MacPaw keeps shipping — and scaling globally
Before the invasion, MacPaw had already developed a crisis response plan covering power outages, air raids, cyberattacks, and supply chain disruptions.
“Last year, during a missile strike near our office, those drills helped a lot,” Kosovan says. “When people are in shock, having a step-by-step procedure allows them to act correctly.”
To monitor team safety, MacPaw continues to use Together App, a tool created by its engineers during the early months of the invasion to quickly confirm employees’ safety following missile or drone attacks. “After rocket strikes in Kyiv, we conduct daily check-ins to ensure everyone is safe.”
Despite the extraordinary circumstances, Kosovan describes his role as largely consistent with that of any global CEO. “I focus on the business, customers, products, and internal transformation,” he says.
“The main difference is security. After rocket strikes in Kyiv, we conduct daily check-ins to ensure everyone is safe.”
The prolonged strain, however, is undeniable. Reflecting on the persistent air raids and disrupted sleep cycles, he acknowledges the toll:
“Unfortunately, we are getting used to it. That’s very sad, but it’s our reality.” Productivity has inevitably been affected. “Sleep deprivation and prolonged stress affect people physically and mentally,” Kosovan admits.
In response, the company introduced unlimited vacation and expanded mental health support.
“But continuing to work on meaningful goals helps. The tech industry is moving very fast — especially with AI — and we must keep up.”
Due to ongoing security risks, office attendance is not mandatory. The company employs around 300 people in Kyiv and approximately 200–250 team members abroad, and continues to hire Ukrainians both domestically and internationally.
Four years into the full-scale war, the company remains operational in Ukraine while expanding internationally. In 2023, MacPaw opened its first US office in Boston.
Since its founding in 2008, the company has built products for users worldwide — and continues to update and maintain them without interruption.
At the same time, its corporate social responsibility efforts have intensified. Since 2022, MacPaw has donated more than $13 million to initiatives supporting Ukrainians affected by Russian aggression, including humanitarian aid, restoring access to education, and promoting inclusion.
Rethinking Ukrainian tech
Kosovan asserts that Ukrainian tech is much larger than people think.
“Many companies register abroad — Delaware, Cyprus — for security reasons. So users don’t realise they’re Ukrainian-made. There’s also a strong Ukrainian diaspora of engineers and founders worldwide. I’m proud of that heritage.”
Four years into the full-scale war, MacPaw remains operational in Ukraine while expanding globally. Its strategy is clear: simplify software for everyday users, embed AI at every level of the organisation, and redefine how people interact with their computers.
If successful, Eney — the “Computerbeing” — could mark MacPaw’s next evolution: from utility maker to architect of a new human-computer interface paradigm.
Antiverse secures $9.3M Series A for AI antibody platform
UK-based Antiverse, a
biotech company developing AI-designed therapeutic antibodies for
hard-to-target disease targets, has closed a $9.3 million Series A round led by
Soulmates Ventures, with participation from Innovation Investment Capital,
DOMiNO Ventures and existing investors DBW, Kadmos Capital and i&i Biotech
Fund. The financing brings Antiverse’s total capital raised to more than $20
million.
One of the major
challenges in modern medicine is the treatment of diseases linked to so-called
undruggable molecular targets. Drug discovery in this area remains difficult,
with attrition rates of around 90% for candidates entering clinical trials.
Antiverse is addressing
this gap through an AI-led computational platform designed to generate
therapeutic antibodies against complex targets such as G-protein coupled
receptors (GPCRs) and ion channels, which are implicated in conditions
including cancer, neurological disorders and rare genetic diseases such as
cystic fibrosis.
The company combines
machine learning with in-house laboratory validation to generate and test
antibody candidates. Its models design antibodies for specific disease targets,
which are then built and evaluated using proprietary cell systems that replicate
how the target proteins appear in the human body. Candidates showing promising
results are subsequently advanced toward clinical development.
Antiverse has also entered
into a research agreement with the Cystic Fibrosis Foundation to design
antibodies targeting the extracellular region of the CFTR protein, a
historically challenging target. Under the collaboration, the company will
apply its AI-driven platform to accelerate the evaluation of new therapeutic
approaches.
Through this combined
AI-and-lab approach, Antiverse aims to improve antibody discovery efficiency
for complex disease targets by enabling faster iteration between computational
design and experimental validation.
The new funding will
enable Antiverse to scale its AI-powered antibody discovery platform for
pharmaceutical and foundation partners through collaborative programmes. It
will also support the expansion of the company’s internal drug pipeline and advance
lead antibody programmes toward in vivo efficacy studies.
Photo credit:
Kevin Trimmer
BioInnovation Institute backs five startups with €1.3M in follow-on funding
BioInnovation Institute (BII), an initiative of the Novo Nordisk Foundation,
has awarded an additional €1.3 million in follow-on funding to five portfolio
startups, bringing total support per company to up to €1.8 million. The funding
is intended to support product development, operational scaling and progress
toward market deployment across healthtech, agritech, climatetech and deeptech.
The announcement follows a recent commitment by
the Novo Nordisk Foundation of up to €736 million (DKK 5.5 billion) to BII,
enabling the Copenhagen-based institute to expand into new strategic areas and
geographies while supporting a larger number of entrepreneurs and startups
across Europe.
Established in 2018, BII is a non-profit life
science incubator that supports early-stage research and startups with funding,
facilities and business support to help translate scientific discoveries into
viable companies.
The latest funding is being deployed through BII’s Venture House programme
as part of its broader mission to translate cutting-edge research into
commercially viable solutions with societal impact.
The five supported startups are:
Synuca Therapeutics - The first company funded through the DKK320 million innovation partnership with Lundbeckfonden/Lundbeck Foundation. It develops a first-in-class disease-modifying therapy
for Parkinson’s disease and related brain disorders.
Gefjon Pharma - Building an outer membrane vesicle (OMV) platform to produce
cost-effective vaccines and therapeutics, initially targeting E. coli
infections in poultry to reduce antimicrobial use.
MicroMiner
- Advancing recycling technology to improve the sustainability of EV batteries
as it transitions from research to deployable solutions.
DARERL
- Developing a SaaS platform that provides high-fidelity digital human anatomy
models to support the design and validation of wearable and medical devices.
Diasense
- Industrialising a quantum diamond microscope to deliver real-time diagnostics
and process insights for next-generation semiconductor manufacturing.
Commenting on the announcement, Trine Bartholdy, Chief Business Officer at BII, said:
All five companies clearly reflect BII’s
mission to enable novel solutions that benefit human health, planetary health
and societal resilience. We are proud to continue supporting them through our
Venture House program and help bring them closer to external investment and
commercialisation.
Each of the five companies had previously received €500,000 from BII and will use the additional funding to advance key
milestones, ranging from lead optimisation in neurodegenerative disease
research to scaling vaccine production and industrialising quantum diagnostic
tools.
Bindbridge raises $3.8M for next-generation crop protection
Cambridge-based
Bindbridge has secured $3.8 million in early-stage funding from Speedinvest and
Nucleus Capital to advance next-generation crop protection aimed at improving
crop resilience and agricultural productivity.
Traditional
crop protection methods face growing constraints due to environmental
persistence, human health concerns and rising herbicide resistance, leaving
farmers with fewer effective options as global food demand increases.
The UN
estimates that plant pests destroy about 40% of crops each year, with plant
diseases costing the global economy more than $220 billion. At the same time,
the agrochemical sector is under pressure to deliver more precise, biologically
based solutions while meeting stricter safety and regulatory requirements.
Bindbridge
is addressing this challenge with a new R&D approach for the global
agrochemical industry, where bringing a new active ingredient to market can
take more than a decade despite significant annual research spending. Its
BRIDGE platform uses AI to identify and design molecular glues that target and
degrade specific proteins in weeds or pests by leveraging the plant’s
intracellular protein control system.
The approach aims to reduce development
time and costs while enabling more effective herbicides, insecticides,
fungicides and sprayable plant traits, such as improved nutrient use
efficiency, heat tolerance and carbon sequestration.
The
company’s AI discovery platform aims to support the development of safer and
more effective herbicides and next-generation crop protection agents while
reducing development time and cost. It also opens the door to new sprayable
plant traits, including improved nutrient use efficiency, heat tolerance and
carbon sequestration.
George
Crane, CEO and co-founder of Bindbridge, said the agricultural industry is
facing growing pressure to improve both performance and sustainability:
The
agricultural industry faces significant performance and sustainability
challenges which is driving demand for more efficient products. Yet there’s no
affordable, rational, or systematic way to discover molecular glues that are
the foundation for such products. We’re changing that. We’re using the power of
AI to rapidly and accurately derive new molecules that can change farming’s
future.
Bindbridge
was founded in March 2025 by Cambridge University researchers Dr George Crane,
Dr Alex Campbell and Dr Simeon Spasov.
Over the
next 12 months, the company plans to partner with agrochemical companies on
targeted protein degradation co-development projects and begin lab testing its
first agricultural molecular glues. The new funding will support platform
development, team expansion and the company’s broader growth initiatives.
baCta secures €7M to advance programmable microbial factories
Paris-based baCta, an industrial biotech
startup developing an AI-powered bioproduction platform for industrial
ingredients, has closed a €7 million seed funding round led by LocalGlobe and
Daphni, with participation from OVNI Capital and several business angels,
including founders of Phagos, Genomines and Mistral AI.
Read our earlier interview
with Mathieu Nohet, CEO and co-founder of baCta.
Demand for industrial ingredients is rising,
but current production methods, such as extraction from limited natural sources
or petrochemical synthesis, remain costly, seasonal and exposed to geopolitical
and climate risks. While bioproduction offers an alternative, developing
high-yield industrial strains has traditionally been a slow and expensive
trial-and-error process.
Founded by Mathieu Nohet and Marie Rouquette,
baCta aims to address this challenge by enabling more sustainable production of
high-value molecules. The company uses AI and precision fermentation to program
microorganisms as molecular factories for industrial ingredient manufacturing.
Its baCtaForge platform combines advances in
synthetic biology, robotics and generative AI to explore genomic regions,
long-range interactions and regulatory pathways often overlooked by
conventional engineering. The platform applies bio-based reinforcement learning
to reduce development time and costs.
Commenting on the development, Mathieu Nohet, founder and CEO of baCta, said the industry is entering a phase in which microorganisms can serve as programmable molecular factories capable of producing organic molecules at a commercial scale.
The new funding will be used to scale up
production by validating industrial processes at pilot and commercial stages,
leveraging a strategic partnership with a French industrial player to access
production capacity, and initiating commercialisation. The company also plans
to expand baCtaForge’s capabilities to additional high-value ingredients.
Qura secures €1.5M to rethink health management in Europe
Milan-based Qura, an AI-powered full-stack
health platform, has closed a €1.5 million pre-seed round led by United Ventures, with participation from Vento, Italian Angels for Growth (IAG) and
several individual angel investors.
An estimated one in five adults experiences
persistent subclinical symptoms, such as chronic fatigue, hormonal imbalances,
digestive issues or unexplained hair loss, that fall short of acute illness but
still affect quality of life. Traditional primary care is not well designed to
manage these conditions or support early intervention: consultations are brief,
diagnostics are limited, and patients often navigate multiple specialists without a
coordinated care plan.
At the same time, Europe’s health check-up
market is projected to reach €18.6 billion by 2030, reflecting growing emphasis
on prevention. However, healthcare delivery remains largely focused on acute
care, leaving non-emergency needs underserved and often financed out of pocket.
Qura aims to address this gap with an
integrated care pathway. Members complete comprehensive blood testing through
partner laboratories, followed by AI-driven analysis and a 45-minute
consultation with a dedicated physician. Each user receives a personalised
health plan outlining immediate actions and longer-term monitoring, supported
by ongoing follow-up and medical guidance.
The company’s hybrid care model keeps
physicians at the centre while AI supports efficiency and personalisation — an
approach intended to strengthen trust, adherence and quality of care. From an
infrastructure standpoint, Qura is prioritising regulatory alignment by
building an EU-native platform that is GDPR-compliant, medically validated and
integrated with local laboratory networks.
Virginia Gambardella, CEO and founder of
Qura, said health is often treated as an emergency rather than a priority:
Millions of people know something is off,
but the current system doesn’t give them the tools or the guidance to act. Qura
changes that - we combine the precision of AI with the trust of a real doctor
to help people stay well, not just get better.
The new funding will be used to expand hiring
across medical, engineering and operations teams, invest in digital marketing
and community-led growth, advance Qura’s AI health intelligence capabilities,
and prepare for expansion into additional European markets.
Mycoverse raises €2.4M pre-seed to tackle potato late blight in Europe
Mycoverse, an agritech
spin-out from the Technical University of Denmark (DTU) developing fungal-based
biological crop protection, has raised €2.4 million in pre-seed equity funding.
The round was co-led by Future Food Fund and High-Tech Gründerfonds (HTGF),
with participation from PINC, the venture arm of Paulig, bringing the company’s
total funding to €4.3 million.
The crop protection
landscape in Europe is evolving in response to regulatory changes and growing
demand for more sustainable agricultural practices. At the same time, farmers
continue to require reliable and cost-effective tools to manage persistent disease
pressures.
Potato late blight remains
a major challenge and represents an estimated $1.9 billion global market,
underlining demand for innovative bio-based solutions that can support crop
resilience while reducing environmental impact.
To address this need,
Mycoverse is developing fungal-based biological crop protection solutions using
an AI-driven discovery platform and advanced fungal production technology. The
company focuses on identifying promising fungal strains and developing bioactive
solutions designed to replace chemical pesticides while integrating into
existing farming systems.
Its platform is built to
support scalable, data-driven applications across multiple crops, with an
initial focus on potato late blight and potential future use in grapevine. The
company reports that its lead candidates have demonstrated strong performance
in greenhouse trials.
The new funding will
support the development of Mycoverse’s first solution targeting potato late
blight, one of Europe’s most destructive crop diseases, as the region faces
increasing pressure to reduce reliance on chemical pesticides.
Flink lands $100M to advance targeted expansion
Berlin-based Flink, a quick commerce operator active in Germany and the
Netherlands, has secured around $100 million in new growth capital. The round
was led by Prosus and other existing investors, with Btomorrow Ventures, the
corporate venture arm of BAT, also participating.
Founded in 2021, the company operates a network of local fulfilment hubs
that enable rapid delivery of everyday groceries and household essentials
through its mobile app. Flink focuses on high-frequency top-up shopping
missions, combining a curated product assortment with short delivery times
supported by in-house logistics and operations infrastructure.
Over the past two years, Flink has refined its operating model with a
focus on operational discipline, unit economics and cost control. The company
reports that it is now operating profitably at the EBITDA level.
Commenting on market developments, Julian Dames, CEO of Flink, said the
quick commerce landscape has fundamentally evolved:
Quick commerce works when it is built on operational discipline and
realistic customer expectations. Our strength lies in combining profitable
operations with true on-demand delivery - a model that clearly differentiates
us in the market.
Flink’s model centres on frequent, high-quality top-up shopping missions,
reflecting local customer behaviour. The company reports an average basket size
of more than €45 and an average delivery time of approximately 30 minutes.
Looking ahead, Flink plans to open additional hubs in selected German
regions in 2026, focusing on areas that meet strict profitability and density
criteria.
The new funding will strengthen the company’s financial position
following a period of consolidation in the European online grocery sector and
provide additional flexibility to support targeted expansion in its core
markets.
AI adoption reshapes female-led innovation in Europe: Female Innovation Index 2026
The newly released Female Innovation Index 2026, Europe’s largest report examining the innovation
and funding pipeline driven by female entrepreneurs, shows that female founders across the region are scaling more rapidly, raising larger rounds and increasingly adopting AI.
Produced
in partnership with more than 35 private equity and venture
associations and leading European venture ecosystem players across 20 countries, the latest edition delivers over 150 insights into the female
innovation funnel in Europe.
According
to the report, 1,307 European female-founded startups raised €7.5 billion
across 1,376 deals in 2025, marking a three-year high and a 19 per cent
year-on-year increase. This growth broadly tracks the overall European VC
market, which rose 18 per cent over the same period.
AI becomes a central growth driver
The
report reveals that AI continues to play an increasingly important role in
female-led innovation. In 2025, companies leveraging AI captured 22 per cent of
all venture capital and 25 per cent of all rounds raised by female-founded
startups. Among funded female-founded AI companies, 47 per cent operated at the
application layer, with security (18 per cent), health (16 per cent), robotics
(11 per cent) and fintech (10 per cent) attracting the most investment.
Source: Female Innovation Index 2026
Survey
data from the Female Innovation Index 2026 indicates that AI is widely viewed
as a key business enabler: 86 per cent of female founders report using the
technology, and 90 per cent say it has made building their businesses easier
over the past year.
Beyond
AI, deeptech remains a major focus area, accounting for 34 per cent of total
venture capital raised by female-founded startups in 2025, up one percentage
point year on year. Within deeptech, drug discovery attracted the largest share
at 20 per cent.
Agata Nowicka, founder of Female Foundry and author of the Female Innovation Index,
said:
This
has been a remarkable year for female entrepreneurs in Europe. Female founders
across all industries are no longer simply experimenting with AI — they are
embedding it at the core of their value creation. With an unprecedented number
of female-founded companies reaching unicorn status and a surge in M&A
activity, we are witnessing a generational shift in how women build, innovate,
and scale across Europe.
Health leads sector performance
Health
further strengthened its position as the leading sector for both company
creation and funding among female-founded startups in Europe in 2025, capturing
37 per cent of total capital raised (€3.6 billion), up 75 per cent year on
year. Fintech followed with 12 per cent (€0.9 billion), down 10 per cent, while
energy accounted for 7 per cent (€506 million), declining 15 per cent from the
previous year.
Source: Female Innovation Index 2026
Larger rounds and stronger progression
Funding
rounds for female-founded startups continued to grow in size, particularly at
later stages. Average round size increased 12 per cent year on year, with
Series B and Series C showing the strongest growth at 26 per cent and 17 per
cent, respectively. More Seed-stage female-founded companies progressed to
Series A than the broader European startup population, and deal activity
increased across all stages, especially at Seed, Series A and Series B.
Female-founded companies also outperformed the European average at Series A in
funding success.
Record unicorn creation and regional leaders
In
2025, female-founded companies in Europe achieved a record level of unicorn
creation. Five companies reached unicorn status, bringing the regional total to
29, the highest recorded to date. A further 21 companies are approaching
unicorn status, representing a 50 per cent increase and another record high.
Geographically,
the UK, Finland and France lead in total funding for female-founded companies,
while Finland, Czechia, Luxembourg and Spain record the highest national shares
of venture capital allocated to female-founded startups.
Source: Female Innovation Index 2026
For
more information, the full report is available here.
UK-headquartered satellite startup Open Cosmos plans European rival to Starlink
An Oxford-headquartered spacetech startup says it's gearing up to manufacture up to 200 satellites a year, as it looks to offer European governments and businesses an alternative communication channel to Elon Musk’s Starlink.
Open Cosmos is launching a satellite network, called ConnectedCosmos, that will provide sovereign communication as an alternative to “transcontinental mega-constellations”, the startup said.
The startup, founded in 2015, designs, builds and operates satellites that collect critical data to address global challenges like connectivity and climate change.
Founder and CEO Rafel Jordà Siquier said it was gearing up to build up to 200 satellites a year, from its main hub in Harwell, near Oxford, according to the Daily Telegraph.
He told the Daily Telegraph: “We have the ability to deliver up to 150, soon close to 200 satellites per year. In Harwell in particular, we now have the capacity for manufacturing on average a satellite every three days.”
The startup is pitching its offering as a European alternative to European businesses and governments, which use Starlink, the satellite network developed by Musk's spaceflight firm SpaceX.
The startup's plans also come amid EU officials having reservations about its reliance on Starlink, which has been used by Ukrainian civilians, government and military since Russia’s invasion of Ukraine, given its concentration of power in the hands of one individual.
Siquier said: “ConnectedCosmos represents a leap forward for Europe in building a resilient, secure and autonomous connectivity capability - giving nations and partners a reliable alternative for true sovereignty in orbit.
"By combining secure space-based communications with real-time Earth Observation intelligence, we are moving beyond connectivity alone and delivering actionable resilience.
"This combination is what separates us from the crowd - adding the extra layer of context and insight to transform our offering into a unique service.
“In a world where infrastructure can be disrupted, jammed, or compromised, our constellation ensures that critical data remains secure, trusted, and immediately usable. With ConnectedCosmos, we are delivering to the world an alternative that matches technological excellence with strategic autonomy.”
Open Cosmos, which has expanded into Portugal, and Spain, has secured contracts worth tens of millions of pounds.
Its investors include ETF Partners, Accenture Ventures and Wise founder Taavet Hinrikus and has raised over $63m in total.
Venture Kick backs Fainite to advance physics-based simulations
Zurich-based
Fainite AG has received €165,000 (CHF 150,000) from Venture Kick to advance
physics-based simulations and expand access to advanced engineering analysis
across a wider range of applications.
Modern hardware
development and material testing rely heavily on physics-based simulations for
design, validation, and manufacturing. However, these simulations are often
time- and compute-intensive, increasing engineering costs and slowing product
development. As a result, engineers frequently simplify models, limiting their
ability to reflect real-world conditions and constraining product performance
when extensive testing becomes too costly.
Fainite is
addressing this challenge with a physics-aware AI platform designed to
accelerate and streamline simulation workflows. The platform enables engineers
to run simulations faster, set up new workflows in minutes, and intelligently
reuse prior results using deep learning and physics-informed models. An
integrated AI agent guides users through complex tasks and provides expert
recommendations, making advanced analysis and design exploration more
accessible while preserving core physical principles.
The company aims
to support the approximately 9 million hardware engineers affected by these
bottlenecks, initially focusing on complex engineering problems that
general-purpose AI models are not well-suited to address.
The new funding
will support the expansion of the technology into additional engineering
domains and applications, accelerate the launch of a scalable next-generation
platform, and strengthen the team and go-to-market efforts to drive enterprise
adoption.
Onetag acquires Aryel to build a new programmatic ad exchange
Onetag, a global programmatic ad exchange and smart curation platform,
announced the acquisition of Aryel, an Italian adtech company focused on
immersive and interactive advertising experiences.
As advertisers place greater scrutiny on the ROI of their ad
spend while seeking simpler workflows and clearer performance signals, the
limitations of fragmented buying models and undifferentiated curation layers
have become increasingly apparent. Onetag’s strategy aims to address this shift
by redefining how value is created, exchanged, and measured across the open
internet.
Commenting on the acquisition, Filippo Gramigna, Co-CEO of
Onetag, said the industry needs a stronger value exchange rather than
additional complexity:
With Aryel, we’re unifying quality media, creative
technology, unique data and AI-driven decisioning into one solution, making it
easier and quicker for brands to achieve real business outcomes, with
simplicity and ease.
Through the integration of Aryel, Onetag brings together
three core capabilities within a single proprietary platform: access to quality
media via a global exchange connected directly to premium publishers;
immersive, high-impact creative formats designed to drive meaningful user
interaction; and AI-driven decisioning focused on optimising campaigns toward
concrete business objectives rather than surface-level metrics.
Delivered through a unified self-service solution, the
platform is intended to reduce operational complexity, support broader
adoption, and enable buyers and advertisers to achieve measurable outcomes.
Mattia Salvi, CEO of Aryel, said the company was established
to move digital advertising beyond passive impressions, adding that its
immersive formats are built to capture attention, encourage interaction, and
generate meaningful signals while maintaining a positive user experience. He
noted that, as part of Onetag, this creative intelligence is now integrated
directly into media delivery, allowing each interaction to contribute to performance metrics and measuremen.
The combined technology is supported by large-scale
proprietary data spanning audiences, performance insights, and user
interactions. This foundation powers Onetag’s AI-driven decisioning layer,
enabling buying strategies aligned with business outcomes such as
consideration, engagement, and conversions, while linking media quality,
creative effectiveness, and measurement within a single framework.
With this acquisition, Onetag advances its shift from
fragmented digital advertising transactions and inconsistent user experiences
toward a more unified value exchange focused on quality, intelligence, and
measurable outcomes.
European tech weekly recap: Over €2B invested in the tech ecosystem in the last week of February
Last week, we tracked more than 70 tech funding deals worth over €2 billion, and 5 exits, M&A transactions, rumours, and related news stories across Europe.Click to read the rest of the news.
Only two days left before Early Bird ticket prices increase for the Tech.eu Summit London 2026
The Tech.eu Summit London 2026 will take place on 21–22 April at the Queen Elizabeth II Centre, convening leading voices from across the international startup and investment ecosystem. Across two days, the summit will feature in-depth conversations, premium networking opportunities and collaborative sessions, positioning London once again at the heart of Europe’s technology scene.
There are only a few days remaining to secure Early Bird tickets for the Tech.eu Summit London 2026 at the current rate. This discounted tier is nearing its deadline, after which prices will move to the next level.
Ticket pricing will be updated on 4 March 2026
Ticket pricing for the Tech.eu Summit London 2026 will be revised on 4 March 2026. From that date, the Early Bird ticket will be priced at £500 + VAT. Thinking of joining with colleagues or friends? A discounted group rate is available for purchases of three or more tickets, with Early Bird (3+ People) passes priced at £450 + VAT per person.
The Tech.eu Summit London 2026 will gather founders, investors, executives and policymakers from across Europe and beyond. The agenda will include keynote speeches, panel discussions and curated networking sessions focused on artificial intelligence, fintech, SaaS, sustainability and other emerging technologies.
Attendees will also hear from speakers representing leading organizations such as OpenAI, Notion Capital, PolyAI, Oxa, Wise, NATO Innovation Fund, Upvest and 2150, offering unique insights and perspectives from across the global technology and investment landscape.
Make the most of your summit experience with the Tech.eu Events app
Attendees can also download the Tech.eu Events app via the App Store and Google Play to begin connecting ahead of the summit. Through the app, participants can browse attendee profiles, schedule meetings, explore the complete agenda and organise their personal timetable in advance. The app will also be used for seamless on-site access through QR code check-in.
Get your tickets today!
Secure your ticket for the Tech.eu Summit London 2026 and take advantage of the current Early Bird pricing before it changes on 4 March. Join us at the Queen Elizabeth II Centre on 21–22 April for two days of insights, networking and collaboration with some of the most influential figures in technology and investment.
We look forward to welcoming you in London.
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Building Europe’s native code infrastructure: Tangled closes $4.5M round
GitHub alternative Tangled has raised a $4.5 million funding round. The code platform offers a primary European alternative to GitHub for developers, providing an open and extensible network built for the next generation of software creation.
The funding round was led by byFounders, the community-powered VC firm, with participation from Bain Capital Crypto and existing investor Antler.
Notable angel investors also joined the round, including:
Thomas Dohmke, the former CEO of GitHub,
Avery Pennarun, CEO of Tailscale,
Mårten Mickos, former CEO of MySQL and HackerOne and
Sami Honkonen, a prominent Finnish angel investor and the founder of DIAS.
Tangled was founded by brothers Akshay and Anirudh Oppiliappan, who bring extensive experience building large-scale distributed systems and code intelligence platforms at Y Combinator startups. Akshay is based in London, while Anirudh is based in Helsinki, reflecting the company's cross-border European roots.
I spoke to CEO and co-founder Anirudh to learn all about it.
Beyond Microsoft: Tangled wants to rebuild social coding from first principles
Today, a huge portion of the world’s code is stored in the US and governed by US jurisdiction. GitHub has been the incumbent for around 15 years. But according to Anirudh, after the Microsoft acquisition for $7.5 billion in 2018, there’s been a growing sense of complacency — both in product innovation and in ideology.
He asserts:
“A lot of “Microsoft-ism” has seeped into the platform, especially around AI and Copilot. My brother and I felt there was space to rethink social coding from first principles. That became the catalyst for Tangled.”
The brothers are originally from Bangalore. Anirudh moved to Finland about three years ago to work for a Finnish cloud provider, where he spent roughly two and a half years building their managed Kubernetes product.
He admits, “Finnish work life is very comfortable — maybe a little too comfortable for me. I wanted to lean back into my real passion: building developer tools. At the same time, I felt that the code collaboration space hadn’t meaningfully evolved in over a decade.”
Anirudh explained that many developers don’t realise that if their code lives on GitHub, Microsoft is legally entitled — under its terms — to train AI models on that code.
“For some developers and organisations, that’s not acceptable. They want ownership over their intellectual property and control over how it’s used. We decided to build Tangled as a decentralised, European company where users can host their own code on their own infrastructure — and share it on their own terms. The jurisdictional aspect matters. Data sovereignty matters.”
Built for indie devs: Tangled bets on community over enterprise
Tangled approach to decentralisation is pragmatic. If you’re used to GitHub, the user experience feels very familiar. But behind the scenes, your code doesn’t have to live on a single central server. “We introduce something called a “Knot” — a lightweight, self-hosted server that runs on your own infrastructure, explained Anirudh.
“You push your code to your Knot, and it federates into Tangled. From a user perspective, everything feels seamless. But in reality, code is distributed across the world.”
The approach has already gained traction. For example, researchers at Cambridge are hosting a Knot on their own infrastructure and collaborating on research codebases there. Schools and student clubs have also adopted the model. Further, Tangled prioritises transparency and developer sovereignty, giving the community a choice.
“One of our core theses of Tangled is that it should serve indie developers and open-source communities first.” Anirudh asserts:
“After the acquisition, GitHub went hyper-enterprise. That’s understandable commercially — but it left indie developers underserved.”
Updating the pull request model for agentic coding
The founders knew that ideology is not enough to win committed users — the product has to be better than what already exists. Tangled rethinks the pull request model.
GitHub introduced pull requests in 2009 — it was revolutionary at the time. But according to Anirudh, the model hasn’t evolved to match today’s volume of code, especially in the era of AI-assisted and agentic programming. He explained:
“At companies like Google and Meta, developers don’t rely on the traditional mega-PR model.
Instead, they use stacked pull requests. Rather than submitting one massive change with thousands of lines of code, you stack small, atomic changes on top of each other. Each change can be reviewed independently. It’s dramatically easier for contributors and reviewers.
We designed our stacked PR implementation with an ex-Meta engineer who worked on version control tooling there. It’s become one of the biggest draws to Tangled.”
Infrastructure for Agentic programming
Tangled believes the future of software development may involve one developer orchestrating hundreds of agents. Because Tangled is built on the AT Protocol, new actors — human or agent — can participate without relying on a proprietary API.
On GitHub, you’re constrained by API limits and access rules. On Tangled, agents can create repositories, submit pull requests, review code — seamlessly. “
In fact, we’ve already seen autonomous agents create repositories and push code on Tangled,” explained Anirudh.
“Our goal is to become foundational infrastructure for whatever this next era of software development looks like. Tangled is about tightly knit social coding — a platform where ownership, decentralisation, and community aren’t afterthoughts. Whatever the next generation of collaborative software development becomes — whether it’s indie hackers or autonomous agents — we intend to be the infrastructure layer that enables it.”
The active Tangled community has around 900 members on Discord who directly influence product development, and roughly 18,000 followers on Bluesky.
“That federated social layer fits naturally with our philosophy, " explained Anirudh.
Long-term, Tangled wants community spaces to live alongside codebases.
Anirudh shared:
“Today, discussions about projects happen on Reddit, Hacker News, or X. It’s fragmented. We’re exploring ways to bring those conversations directly to the platform — whether that means forums or something new entirely. Community is sticky. It’s what builds long-term loyalty.”
Tangled’s Tailscale-inspired strategy
For now, Tangled is not monetising. Instead, its focus is on building the best next-gen code forge.
“Down the line, we’re inspired by companies like Tailscale: give the product away to individuals and open-source users, and charge businesses for enterprise-level features. Eighty per cent of users get it free. The twenty per cent who need advanced capabilities — companies — pay. That approach creates goodwill and love for the product. We’re still designing what that looks like for Tangled, but we won’t paywall core functionality.”
Choosing investors who share the mission
According to Anirudh, the team was very thoughtful about fundraising.
“Open-source communities can be sceptical of venture capital — and frankly, so are we.”
They found public funding for startups too slow, and eligibility restrictions made it difficult, especially since neither of the founders are European citizens.
“Ultimately, we chose investors who aligned with our philosophy. byFounders stood out because of their community focus and radical transparency — you can literally download the exact term sheet we signed from their website. We also brought in Bain Capital Crypto, who are deeply technical and bullish on the AT Protocol, which Tangled builds on. And Thomas Domke, former CEO of GitHub, joined as an investor — which felt like strong validation.”
The $4.5 million investment will be used to scale the platform into a foundational environment for software collaboration globally.
Deina Kellezi, Investor at byFounders, comments:
“From the moment we first met the founders, we were extremely impressed by their deep passion, speed of shipping, and vision of wanting to improve how software developers collaborate.In a world where development is being disrupted by AI coding agents and tools, they are building the next generation code forge from first principles, and we couldn’t be more excited to partner up with them on this journey.”
Jussi Kallasvuo, Partner at Antler, comments:
“The bottleneck in software development has shifted from writing code to reviewing and managing it at scale. We backed Tangled because the team has the technical depth to build a system that manages this complexity for both humans and AI. This is a critical piece of infrastructure for the European tech ecosystem, providing a native alternative to American legacy platforms.”
Outpost Bio raises $3.5M pre-seed for human microbiology models
Outpost Bio, a company
focused on decoding complex interactions in human biology, has raised a $3.5
million pre-seed round co-led by Merantix Capital and Seedcamp, with
participation from OpenSeed VC, Defined, and several strategic family offices
and angel investors.
Human microbiology
examines how microbial communities living in and on the body metabolise drugs,
process nutrients, and influence health outcomes. Despite being one of the most
complex and data-rich areas in biology, it remains difficult for R&D teams
to translate this complexity into actionable insights. While many biological
frontier models focus primarily on components encoded in human DNA, biological
function emerges from interactions across multiple systems.
Outpost Bio aims to
address this gap by developing frontier models at the interaction layer with a
focus on human microbiology. Its Lab-in-the-Loop platform combines automated
experimentation with machine learning to create a closed feedback loop in which
models learn from experimental results and guide subsequent testing.
The approach generates
proprietary, human-derived functional data at scale, supporting pharmaceutical
partners in reducing clinical risk, designing safer formulations, and
strengthening regulatory evidence.
Beyond pharmaceuticals,
food and consumer companies can use the platform to assess how prebiotics,
botanicals, and other ingredients influence microbial communities.
The new funding will
support the further development of Outpost Bio’s experimental and modelling
platforms, enabling new approaches to the design of drugs, ingredients, and
consumer health products.
Noxon closes seed funding round to advance muscle-computer interface technology
Munich-based medtech
company Noxon has closed its seed funding round, led by High-Tech Gründerfonds
(HTGF) and Bayern Kapital, with participation from Auxxo and another
institutional investor. The size of the round was not disclosed.
In rehabilitation and the
treatment of neuromuscular disorders, muscle diagnostics and activation are
typically performed intermittently in clinical settings. As a result, patients
often lack continuous data and adaptive therapy in their daily lives throughout
the treatment process.
Noxon aims to address this
gap with a medical Muscle-Computer Interface that combines continuous muscle
diagnostics and neuromuscular electrical stimulation (NMES) in a wearable
designed for everyday use.
The core innovation is a closed feedback loop that
enables real-time measurement and personalised muscle and nerve activation
throughout therapy, integrated into existing formats such as tapes, patches,
and orthopaedic aids.
Noxon is also working with
medical partners, including University Hospital Würzburg and the neuroscience
group N-Squared Lab, on additional pilot applications. The collaboration
focuses on supporting muscle control when signal transmission between the brain
and muscle is impaired, including approaches aimed at reducing tremor in
Parkinson’s patients.
With the new funding, Nexon will advance clinical validation of its platform and support the launch of its initial products, aiming to make muscle health more transparent, personalised, and accessible.
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