Blog · field notes

Notes from the inside of real AI infrastructure.

What we ship for customers, what works, what does not, and the patterns we keep seeing across enterprise teams adopting Claude.

Infographic: fragmented AI subscriptions consolidated into one governed platform with per-user permissions.

Case study

How we built shared AI infrastructure for Business Factory

Every team had a different AI subscription: GPT here, Claude there, locked-down Google Drive everywhere. Here is how we replaced the chaos with one governed platform that respects every existing permission.

InfrastructureGoogle WorkspaceMCP

May 2026 · 8 min readRead →

Hub-and-spoke infographic: Claude at the center with spoke connections to five data sources (CRM, mail, calendar, files, support). Queries flowing in, answers flowing out, the user's permissions carried along the way.

Field notes

Claude is only as smart as the data it can reach

A demo of Claude answering generic prompts is not what changes a business. Connecting it to your CRM, your calendar, your books. That is. Here is what we have learned about which connections matter and why.

ClaudeMCPUse cases

May 2026 · 6 min readRead →