Singapore's Ailytics raises $7.4 million to turn CCTV into safety AI

Ailytics, a Singapore start-up that uses artificial intelligence to read video from the cameras already installed on industrial sites, announced on Monday, 26 October 2026, that it has raised US$7.4 million in a Series A funding round. The round was led by Tin Men Capital, a Singapore venture firm that also led the company's previous round, and the company said the money will pay for local teams in the United States, Japan, Australia and the Gulf.

Heavy industry, construction, shipyards and logistics hubs already have thousands of security cameras, but most of that footage is only checked after something goes wrong. Ailytics sells a different use for the same hardware. Its software applies computer vision, the branch of AI that teaches machines to recognise objects and actions in images, to live camera feeds. The aim, as the company describes it, is to spot unsafe situations as they happen, such as a worker without protective gear or a person walking into the path of moving machinery, and to alert supervisors while there is still time to act.

The pitch is that a site does not need to buy new cameras. That matters for buyers, because the cost of hardware and installation is often what slows the adoption of new safety technology. It also explains the investors in this round. Safie runs a cloud camera service in Japan, and a large Japanese construction company is among the backers. According to e27, Ailytics already supplies 29 of Japan's 30 largest construction companies, a figure that comes from the company and could not be checked independently.

The round is small by the standards of the AI funding headlines of 2026, where single deals have run into billions of dollars. That is part of its interest. Ailytics is an example of applied AI: a narrow, practical tool sold to industrial customers, measured by how many sites use it and whether they keep paying. Tin Men Capital's Jeremy Tan said the company had reached 15 markets with "very robust unit economics" and client churn, the share of customers who stop using the service, below 1 per cent. Those are the investor's figures, not audited numbers.

For readers in India, the story is a reminder that workplace-safety technology is a growing niche for start-ups across Asia. Singapore's early government-backed projects with the Housing and Development Board and JTC, the state industrial developer, gave Ailytics its first real sites, a path that start-ups in other countries also try to follow through public infrastructure work.

Short-term: The money goes into building local sales and support teams in the US, Japan, Australia and the Gulf. Chief executive Lenard Tan said the round would strengthen these teams "as we focus on harsh outdoor industrial environments", and the company said it will also develop reasoning models trained for specific industries.

Long-term: If camera-based safety monitoring proves that it reduces accidents, it could become a standard part of how large projects are run and insured. It also raises questions every buyer will need to settle, including how worker footage is stored, who can see it and how alerts are used, which will depend on each country's privacy and labour rules.

Who is affected: Construction firms, shipyards, steel makers, airports and logistics operators that are weighing AI safety tools; workers on those sites, whose movements the cameras analyse; and investors watching applied industrial AI in South-East Asia.

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