Trembit Blog

Running a voice AI platform in production means paying for five things every call touches: the WebRTC/SFU transport layer that carries the audio, speech-to-text (STT), the LLM that decides what to sa...

Real-time video analytics on a live stream means running AI inference on frames while the broadcast is still in flight — detecting objects and events, scoring which moments matter, and de...

LiveKit and Mediasoup are both open-source Selective Forwarding Units (SFUs) for building real-time WebRTC video and voice, but they sit at different levels of the stack. LiveKit is a batteries-inclu...

The OpenAI Realtime API lets a browser or mobile app hold a spoken conversation with a model in near real time — audio in, audio out, over a single low-latency connection. Over WebRTC, that connect...

By Stan Reshetnyk, CTO, Trembit — HIPAA/KBV-compliant telemedicine architecture and real-time AI integration · Last updated 15 July 2026 An AI clinical scribe is ambient software that listens to a...

An NHS-facing video or telemedicine platform has to satisfy at least four distinct obligations that a generic consumer video app never touches. DCB0129 governs clinical risk management for ...

By Stan Reshetnyk, CTO · Published 16 July 2026 A telemedicine app development company is a software engineering firm that designs, builds, and maintains the video, scheduling, EHR/EMR-integration, a...

By Stan Reshetnyk, CTO · Published July 2026 · Last updated: 16 July 2026** A WebRTC development company is a software engineering firm that builds real-time video, voice, and data applications on t...

Three architectures carry almost every WebRTC video product, and they differ in one thing: where the media flows. Peer-to-peer (P2P) connects participants directly, with no media server in ...

A voice AI agent on WebRTC is a real-time pipeline — audio capture, speech processing (either a cascaded STT → LLM → TTS chain or a native speech-to-speech model), and audio playback — runnin...

WebRTC is the browser-native protocol for interactive, two-way real-time communication — calls, telehealth, conferencing — with proven sub-250ms latency. MoQ (Media over QUIC) is an emerging IETF...

To migrate from Twilio Video means moving your signaling, media routing, and client SDKs off a managed CPaaS onto either another managed video API or your own WebRTC infrastructure. First, ...

By Trembit Engineering Team · Last updated: 2026-07-08 An AI agent is a system built around a large language model that can take actions — call tools, read and write to your real systems, and decid...

By the Trembit AI Engineering Team · Last updated: 2026-07-08 An AI admin co-worker is an AI agent that reads incoming documents and requests, makes a judgment call on the routine cases, and hands an...

By the Trembit Engineering Team · Last updated: 2026-07-08 An AI orchestration engine is the production layer that sits between your application and its models. It routes each request to the right mo...

Deploying clinical AI safely means satisfying at least three overlapping obligations at once — and the cost of getting it wrong isn't a late feature. It's a blocked NHS or HIPAA review, a patient-sa...

AI in healthcare in 2026 runs in production at scale in four places: ambient clinical documentation (AI scribes), imaging-triage support for radiologists, administrative and back-office automation (pr...

A real-time AI content moderation pipeline is the combination of three things: extracting frames and audio from a live media stream, running AI inference on them, and returning an enforcement action ...

A WebRTC rescue is what happens when a live video product is failing — calls drop, connections hang on "connecting," audio goes one-way — and the team that owns the code can't find the root cau...

"Should we build on WebRTC or wait for MOQ?" That's the question we heard three times last month from startup CTOs planning their video platforms. Each time, our answer surprised them. The short v...