Blog
Technical guidance, deployment lessons, benchmarks, architecture patterns, migration notes, and product updates for teams running voice and language AI inside controlled environments.
Editorial focus
Practical writing for teams evaluating private AI infrastructure: how it behaves, where it fits, and what changes when workloads move inside customer-controlled environments.
Voice data is biometric data. GDPR treats it as special category data. EU AI Act enforcement hits August 2026. Here's how on-device AI changes the compliance math for European startups.
Goldman, Samsung, and hundreds of others blocked ChatGPT. They figured out what security teams knew all along: your board conversations belong in the room, not in someone else's cloud.
What speaker diarization is, why regulated industries can't afford cloud solutions, and how Izwi handles it locally.
Cloud costs don't scale. Latency kills user experience. And 2.2 billion people are offline. The practical case for local-first AI, and how to add it to your app.
The hardware, privacy, latency, and model efficiency have finally aligned. Here's why the on-device AI era isn't coming, it's here.
The pendulum of computing is swinging back to the edge. Here's why it matters for the future of AI.
How on-device AI transforms insurance—faster claims processing, secure customer communications, and streamlined underwriting—while keeping policyholder data private.
How on-device AI enables real-time fraud detection, secure customer communications, and regulatory compliance in banking—without sensitive data leaving your infrastructure.
How on-device AI protects attorney-client privilege, secures client communications, and streamlines legal workflows—without data ever leaving your firm.
Discover how on-device AI enables HIPAA-compliant healthcare workflows—clinical documentation, patient intake, accessibility, and decision support without data ever leaving the device.
On-device AI is gaining momentum but where should you start? Here's why voice makes the most sense, and how Izwi makes it practical.
We're excited to announce the start of our v0.1.0-beta cycle. Two beta releases are already out with major improvements including Kokoro TTS, streaming audio, and a complete UI overhaul.
Learn how to integrate Izwi's local audio capabilities with OpenClaw agents for privacy-first voice interactions that run entirely on your machine.
