Case studies

What owning your AI looks like

Representative deployments modeled on real-world edge constraints. Names are illustrative; the architectures and numbers reflect how AgentBox is designed to be used.

Healthcare · 24-bed clinic

Air-gapped clinical transcription

A specialty clinic needed ambient visit transcription and note summarization but couldn't send patient audio to a cloud vendor. A single AgentBox Pro runs a local speech model plus a 7B summarizer behind the clinic firewall — no PHI leaves the building.

0

PHI bytes to cloud

~3 mo

Payback vs. API

1

Node

Finance · Boutique advisory

Zero-leak document analysis

An advisory firm summarizes filings and parses statements containing material non-public information. Two clustered AgentBox Pro nodes serve a private RAG endpoint to the analyst team — fast, auditable, and never co-tenant with anyone else's data.

2×

Node cluster

64GB

Aggregate RAM

100%

On-prem

Industrial · Discrete manufacturing

Offline anomaly detection on the line

A plant runs sensor-stream anomaly detection and a maintenance copilot with no reliable uplink. Four DIN-rail AgentBox nodes cover separate cells, each processing locally and surviving network outages that would blind a cloud-dependent system.

4×

Rail-mounted nodes

0 ms

Backhaul dependency

24/7

Sustained load

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Questions

Case study FAQ

They're representative scenarios drawn from the kinds of regulated, offline and edge environments AgentBox is built for. Contact us to discuss references for your sector.

Yes. It runs fully offline and can be air-gapped, so sensitive data never leaves the room or the building.

Absolutely — reach out through the contact page and we'll help scope the right configuration.

More questions? See the full FAQ or talk to us.