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// BLOG

Notes from the edge.

What we learn shipping SD-WAN, WAN bonding, and AI governance into real branches — market data, deployment patterns, and the traffic nobody planned for.

1 post
Two horizontal bars comparing open-weight model share: 11 percent of enterprise LLM API usage versus about 60 percent of public router token volume.
// market data

Open weights vs. frontier models: who actually holds the market in 2026

Two credible datasets put open-weight AI models at 11% and at roughly 60% of the market. Both are right. Here is what each one measures, why the gap matters for your network, and what it means for branch AI traffic.

ai governance · open weight models 6 min · read_post →
// 04 — pilot

Run a pilot at
one branch.

Drop a Caged AI box at a single site. Bring your existing WAN links. Bring your existing AI providers. Replace it inside a month — or keep going.

get_more_info → or email pilot@caged.ai