// lab study
How an email domain changed a privacy test result
A synthetic Caged AI lab study shows why test fixtures, detector choices, and inspection latency must be evaluated together.
ai governance · privacy testing 3 min ·
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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.
2 posts
// 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 about 60%. Both are right—and the gap matters for branch networks carrying AI traffic.
ai governance · open weight models 6 min ·
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START WITH ONE SITE
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