Welcome to e21 Insights

We're building e21 in public-ish: the architecture, the trade-offs, the ugly bits that don't make it into a marketing site. Insights is where that writing lives.

What you'll find here

Four broad streams, all rooted in the same conviction — that AI infrastructure has to be sovereign, auditable, and under your own control to be worth running at all:

• Architecture — how the pieces of the e21 suite fit together, the design decisions behind them, and the reasoning we'd want to be able to defend in a post-mortem
• Security — threat models for AI deployments, what zero-trust actually means for a model that calls home, and the trade-offs in being honest about it
• Models — what AiR routes against, why we picked the providers we picked, and how we think about cost / quality / failover in practice
• Product — what we're shipping in Akora, Lynk, and the rest, and what we're not shipping for now

On who's writing

Most pieces are written by the engineers actually doing the work. A small number will be drafted with AI assistance — usually for the initial outline or to help turn rough notes into a readable first cut. When that happens, we'll tell you. Every AI-assisted post carries a disclosure line under the byline, and we won't publish anything we haven't read carefully ourselves first.

That feels like the right posture for a company whose whole pitch is "your AI infrastructure should be yours, and you should be able to see exactly what it's doing." Hiding the role AI plays in our own writing would be a strange way to make that case.

Subscribe

Three ways to stay close:

1. Drop your address into the mailing list — we'll email you when something new goes up. No tracking, no drip campaigns, no third-party processors
2. Add the RSS feed to your reader — old-school, durable, our preferred path
3. Follow us on LinkedIn or X if you'd rather hear about new pieces there

That's it for the opener. The next post is on what we mean by "100% private mode" in Akora — what it actually does, where it can and can't help, and why we think naming the trade-off honestly is more useful than "AI for privacy" hand-waving.

Talk soon.