Resources

Field notes on isolated, single-tenant AI

Short essays from the OmniPaws team on the operational realities of deploying AI in production — without leaking your data to shared SaaS.

ArchitectureSecurity

Why we run every client on a single-tenant VPS

Shared multi-tenant clouds are a security nightmare for AI workloads. Here's the architectural case for one VPS per customer — and why it's actually cheaper in the long run.

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IntegrationMCP

MCP is the missing layer for ops automation

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.

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ROIOperations

The honest ROI of AI for operations teams

Marketing decks love a 10× claim. Here's the actual arithmetic — what to model, what to ignore, and the hidden costs nobody talks about.

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More from OmniPaws

Single-tenant VPS architecture

How we provision, encrypt, and rotate a dedicated server for every client.

MCP bindings in production

How secure, verified bindings keep your data inside your VPS.

Cost predictability

Why flat-tier pricing beats per-token surprises for ops teams.

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