White paper

On-Device AI: All the Productivity, None of the Exposure.

The business case for on-device intelligence and flexible AI architecture.

PDF · 12 pages · Published August 2026

Everything you need to get started.

What the current beta build covers, how to test it and what to report to the team.

Short answers on privacy, setup, models, licensing and troubleshooting.

Installation, workspace setup, data workflows and AI chat analysis, step by step.

Where to find API keys from OpenAI, Anthropic, Fireworks, Baseten and Together — and how to paste them into RangerIO.

Regulated industries, data sovereignty, PII detection and the economics of local inference.

Technical architecture

Edge-AI architecture lets you deploy quickly and scale with ease.

The thinking behind local-first AI privacy.

Why organizations should own their AI infrastructure instead of renting it — the financial, compliance and operational case for edge AI.

Regulated industries, data sovereignty, PII detection and the economics of local inference.