Short essays from the OmniLab AI team on the operational realities of deploying AI in production — without leaking your data to shared SaaS.
An AI agent with one overly broad key issued 40 refunds and posted to social media. Here's the real story — and the four guards that keep your agents from ever going rogue.
Read article →Model Context Protocol isn't just a buzzword — it's the cleanest way we've seen to wire LLMs into WhatsApp, Plane, and Odoo without brittle scrapers.
Read article →AI isn't magic — bolted onto a broken process it manufactures disasters. What one team's failed rollout teaches about real ROI.
Read article →How we provision, encrypt, and rotate a dedicated server for every client.
How secure, verified bindings keep your data inside your VPS.
Why flat-tier pricing beats per-token surprises for ops teams.
Book a discovery call to map your top 3 manual workflows.