Forum targets $255B AI inference market with new edge computing sites

Forum Markets wants a piece of the AI boom. It is not starting with a sprawling new data center in the desert. It is starting with buildings that already have the power turned on.

The Nasdaq-listed company (ticker: FRMM) announced on October 5, 2026, that it is forming Forum Edge AI LLC, a joint venture with Edge Node AI. The plan is to deploy distributed edge computing infrastructure at pre-powered urban sites across the United States, aimed squarely at the AI inference market. That market is projected to reach $255 billion by 2030.

The deal, broken down

Forum owns 51% of the new venture. That majority stake lets Forum consolidate the JV’s financial results onto its own books.

Edge Node AI holds the remaining 49% and brings the technical expertise. It is also an approved Nvidia partner, which matters when your entire business depends on getting your hands on GPUs.

The initial buildout targets around 11 MW of total capacity and 4,376 GPUs spread across multiple locations.

Three initial sites are planned. One is a data center in Dallas, which is expected to grow from 2 MW to approximately 4 MW by mid-2027.

Another is a 9 MW campus in High Point, North Carolina. About 6 MW of that is anticipated to be available by the first quarter of 2027.

Forum is also putting numbers on the table. The company expects consolidated revenue of $125 million to $175 million in 2027, and it forecasts positive cash flow early that year.

Why inference, and why the edge

AI work splits into two broad jobs: training and inference. Training is the model going to school. It eats enormous amounts of compute over weeks or months to learn patterns. Inference is the model actually doing its job afterward: answering your question, flagging a fraudulent transaction, or helping a car read a stop sign.

Forum’s JV is built around high-performance inference computing designed for low-latency, real-time applications.

By using sites that already have power, the venture aims to sidestep the delays that typically come with developing new facilities from scratch.

A new direction for Forum

Forum describes itself as a firm focused on investing in cash-generating assets in aerospace, AI, and related sectors. This venture marks its first move into AI infrastructure, following a strategic review of the business.

What this means for investors and the market

For FRMM shareholders, the headline number is the 2027 revenue guidance. Because Forum holds 51% and consolidates the JV, the venture’s results would flow directly into Forum’s reported figures.

Execution risk is real. Edge Node AI has not yet launched any operational services. Its value to the partnership rests on technical expertise and its standing as an approved Nvidia partner, not on a track record of running live inference clusters.

The Dallas expansion to approximately 4 MW by mid-2027 and the anticipated 6 MW in High Point by the first quarter of 2027 are concrete checkpoints.

Around 11 MW and 4,376 GPUs is a starting footprint measured against a market projected at $255 billion by 2030.