Alibaba market in an American version explores how supply agents reshape contract manufacturing

When tariffs force a shift toward local production, the crisis is not a shortage of machines but the inability to find operators who can run them efficiently. This gap led Bloom, based in Detroit, to raise $3.6 million in a seed round led by SNAK Venture Partners, a specialist in digital marketplace platforms, with participation from Flyover Capital, Mana Ventures and Michigan-based investors, to rebuild contract manufacturing brokerage through AI agents.

The story did not begin as a generic software platform; when Justin Kosmidis founded the company in 2023, his aim was to rescue the light-mobility sector after seeing bike and electric-scooter firms stumble due to an inability to manage complex logistics and supply chains. But Donald Trump's return and his imposition of broad tariffs to spur American manufacturing sparked a unexpected surge in hard-goods, leading robot and rover start-ups to look for local suppliers. Faced with this influx, the company abandoned managing complex operational processes itself and switched entirely to a digital marketplace model that uses AI agents to match corporate requests with factories and engineering service providers.

Kosmidis says his company is recreating the Chinese Alibaba model with an intelligent version tailored for contract manufacturers in the United States.Contracting with a full-service manufacturer goes beyond buying a single part from a digital shelf.Older platforms such as Xometry and Fictiv were built to locate a specific part machined by digital-control equipment, whereas motor-bike or electric-bike companies need a provider that meets a composite set of requirements including contract manufacturing, assembly, engineering design, storage and hazardous-material shipping. This shift has enabled the platform to complete more than 2,000 matches for over 140 companies, and in the first five months of 2026 generated revenue equal to the entire 2025 total while subscriptions grew fivefold without any notable client losses.

Raising capital was not an easy path; SNAK declined to invest at the pre-seed stage in April last year, waiting for revenue growth to be demonstrated before revisiting terms once the model had matured. Kosmidis notes that convincing investors to lead rounds amid the rapid evolution of AI models has become a tough battle that demands proof of an advantage beyond scraping publicly available data.Direct operational data is the real wall facing general AI models.Around 30 to 40 percent of supplier data on the platform comes directly from the factories themselves, enriched by thousands of transactions, pricing records and actual contracts. This mechanism has given small workshops unexpected opportunities, such as a Michigan manufacturer that previously only refurbished thermostats and display panels for fast-food restaurants and now competes for advanced motor-bike assembly contracts.

This shift carries a direct strategic implication for supply-chain executives and founders of hard-goods firms in the Gulf and Egypt. In markets such as Saudi Arabia and the United Arab Emirates, where industry-localisation initiatives pour billions of dollars into domestic manufacturing and robotics projects, developers face the same bottleneck: medium- and small-scale manufacturing capabilities exist and are dispersed across industrial zones, yet they are isolated from the digital economy and lack technical marketing channels.Industry localisation in the region stalls at the missing digital-link layer rather than at the amount of funding.Relying on traditional evidence or supply brokers raises the cost of launching new devices and heightens delay risks, whereas the matching-agent model lets start-ups in Riyadh, Cairo or Dubai turn local workshops into flexible manufacturing networks capable of meeting complex specifications without building standalone factories.

Bloom’s experience shows that gaining investor confidence in industrial software requires having real transaction data and completing contracts and payments on the platform, going beyond relying solely on programmatic chat interfaces. If you lead an engineering team or are planning a new hardware product, your next gamble will not be limited to innovating the internal design, but to your ability to build a digital supply network that shields you from tariff disruptions and gives local factories a chance to compete in advanced value chains.