Mirror Security picked up USD 2.5 million in pre-seed funding. The round was led by Sure Valley Ventures and Atlantic Bridge. Some strategic angel investors joined in too. The funds will go toward adding people to engineering and AI security teams in Ireland, the US, and India. They will also help move faster on encrypted inferencing and secure fine-tuning products. Part of it will push sales in US enterprise markets.

Pankaj Thapa, co-founder and CEO, said AI is changing work and industries but loose data can slow things down. Their VectaX tool keeps data locked even when AI uses it, with hard math proof instead of just promises. He said the goal is to make a trust base for AI and give companies and governments a safe way to build with it.

Barry Downes from Sure Valley Ventures said Mirror is making an encryption layer for AI. It brings a new way to guard data in AI setups.

Weili Wang from Atlantic Bridge said data safety is a big roadblock for AI. Mirror’s FHE tech offers a clean fix for secure AI without cuts.

Mirror Security is a cybersecurity firm spun out from University College Dublin. It works on keeping data safe during AI training and use with fully homomorphic encryption. The company has people in Pune, India, and Dublin, Ireland, plus the US.

Aikido has raised $60 million in a Series B round, pushing its valuation to $1 billion just three years after launch. The round was led by DST Global, with participation from PSG Equity, Singular, and Notion Capital, along with several new and existing backers.

Founded by former developers, Aikido builds security software aimed at engineering teams rather than compliance teams. The company says most security tools slow developers down and flood them with alerts that don’t matter.

Aikido’s platform pulls code, cloud, runtime, and supply chain security into one place. Instead of just flagging issues, it also helps teams fix them faster by adding context and automated remediation.

Over the past year, the company says revenue grew five times and its customer base more than tripled. Aikido is now used by over 100,000 teams worldwide, including the Premier League, SoundCloud, Niantic, and Revolut.

The company recently launched an AI-driven penetration testing product that runs simulated attacks using autonomous agents. The goal is to test and fix security issues continuously, without slowing down product releases.

Aikido employs around 180 people and ships product updates multiple times a day. The company says it plans to keep building toward software that can secure itself as code is written and deployed.

Zynap closed EUR 6 million in a Seed extension. The cash came from existing investors Kibo Ventures and Kfund who added to their stakes. The money will help push forward AI-based threat modeling and automated analysis. It will also go to product work, growing the team, and reaching more customers in the United States, Europe, and Latin America.

Zynap makes an AI-driven platform for preventive cybersecurity. The software spots potential threats early and helps stop them before they get worse. The company is based in Barcelona and was founded in 2024.

Google has signed a definitive agreement to acquire Wiz, a fast-growing cloud security company based in New York, for USD 32 billion in an all-cash transaction. Once the deal closes, Wiz will become part of Google Cloud.

The acquisition shows Google Cloud’s growing focus on cloud security and multicloud use, especially as artificial intelligence changes how companies build and protect software. Google said security risks are rising as more data and systems move to the cloud.

Wiz is known for its simple security platform that connects across major cloud providers and code environments. It helps companies spot and fix risks before they turn into serious breaches. Wiz serves a wide range of customers, from startups to large enterprises and government bodies.

Google Cloud said bringing Wiz into its ecosystem will help customers design and manage security in a more automated way. The goal is to reduce costs, ease pressure on security teams, and respond faster to new threats linked to AI.

Wiz will continue to support all major cloud platforms, including Amazon Web Services, Microsoft Azure, and Oracle Cloud. Google Cloud said customers will still have freedom to choose tools from different partners through its marketplace.

Sundar Pichai, CEO of Google, said the deal builds on Google’s long history in online security and responds to growing demand for stronger protection and more choice in cloud providers. Wiz CEO Assaf Rappaport said the partnership will give Wiz more resources and deep AI expertise while keeping its mission focused on preventing breaches.

The deal is subject to regulatory approvals and other customary closing conditions.

INVIA has raised $1.2 million in funding, according to the company’s latest update. The investor backing the round was not disclosed.

Details about the company’s core operations were not outlined in the announcement, though the funding suggests early-stage activity.

The round comes at a time when smaller funding deals continue across emerging startups, particularly at the pre-seed and seed stages.

Further specifics on INVIA’s product, market focus, and use of funds were not shared.

In a move to revolutionize industrial maintenance, Edmund, a Czech startup, has landed €2.5 million in funding. This investment, led by FORWARD.one and backed by University2Ventures and T, underscores the potential of AI in transforming the factory floor.

The funding will likely be used to further develop Edmund's AI-powered debugging platform, designed to streamline troubleshooting processes in industrial settings. By leveraging AI, Edmund's platform could significantly reduce downtime and increase overall efficiency.

Edmund's approach to industrial maintenance highlights a growing trend towards adopting AI-driven solutions in manufacturing. As factories become increasingly complex, the need for intelligent troubleshooting tools has never been more pressing.

FORWARD.one's involvement in the funding round suggests a strong belief in Edmund's technology and its potential impact on the industry. With the participation of University2Ventures and T, Edmund is well-positioned to capitalize on its innovative approach.

The application of AI in industrial maintenance is still a relatively new field, but one that holds immense promise. Edmund's success in securing funding is a testament to the viability of its solution and the interest it has generated among investors.

As Edmund moves forward with its plans, the focus will be on how effectively it can implement its AI-driven troubleshooting platform across various industrial settings. The potential for growth and the impact on the manufacturing sector are significant, making Edmund a startup to watch in the coming years.

With its innovative approach and newfound funding, Edmund is poised to make a meaningful difference in the world of industrial maintenance. The use of AI to enhance troubleshooting capabilities is a step towards a more efficient and productive factory floor, and Edmund is at the forefront of this change.

InfiniteWatch raised EUR 3.4 million in a pre-seed round. The deal was led by Base10 Partners. Sequoia, a16z scouts, Kfund, Kibo, and LifeX also invested. InfiniteWatch is a startup based in Madrid. It was founded in 2025. The company operates in Spain.