Adding real-time speech-to-speech translation to a live video platform comes down to one architecture decision: cascaded — speech-to-text (STT) → machine translation (MT) → text-to-sp...
A real-time AI development company builds AI systems that run inside a live, low-latency media stream — a voice agent that holds a phone call, AI analysis of a live video feed, on-the-fly...
AI document processing for FinTech is the use of custom OCR, natural language processing, and machine learning to turn unstructured financial documents — bank statements, leasing contracts, loan ap...
Low-latency live learning is synchronous, two-way instruction over video where the round-trip delay between teacher and student is short enough that the two can react to each other in real time ...
By Stan Reshetnyk, CTO, Trembit — protocol-level WebRTC and telephony engineering across 50+ real-time video and voice builds · Last updated 3 August 2026 A voice AI agent on FreeSWITCH is a teleph...
FreeSWITCH and Asterisk are both mature open-source telephony platforms designed for different jobs. Asterisk grew out of an open-source PBX — a dialplan-driven call engine with voicemail, IVR, and ...
By Stan Reshetnyk, CTO, Trembit — protocol-level WebRTC, SIP, and media-server engineering · Last updated 3 August 2026 FreeSWITCH is an open-source, cross-platform softswitch: a programmable telep...
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...
For a telemedicine platform, the SFU (Selective Forwarding Unit) choice comes down to three options: Janus (modular, plugin-based, the most control and the most self-build), mediasoup&...
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, ...
