Specialist practice

Real-time & Voice AI engineering

We build the hard part most AI shops can't: production real-time voice, video and chat — then put AI agents on top of it. Live experiences that hold up under real load.

Why now

Everyone wants live, AI-powered experiences. Almost no one can build the plumbing.

Voice agents and live video are exploding — but the bottleneck isn't the model, it's the real-time infrastructure underneath it: media servers, signaling, latency, reconnection and scale. That's exactly the layer we already run in production.

What we build

From signaling to AI on the call

The full real-time stack — and the AI layer that makes it intelligent.

In-app voice & video

One-to-one and group calling with adaptive bitrate, screen share and recording — built on WebRTC/LiveKit and tuned for real-world networks.

Live audio & streaming

Live audio rooms, broadcast and low-latency streaming with scalable SFU architecture and graceful degradation under load.

Chat, presence & signaling

Real-time messaging, typing/presence indicators and reliable signaling over WebSockets — the backbone behind every live experience.

AI voice agents

LLM-powered voice agents that join the call: handle support, qualify leads or triage patients — wired directly into your real-time stack.

Real-time AI in the stream

Live transcription, translation, summarization and moderation applied to audio/video as it happens — not after the fact.

Scale & observability

Load-aware autoscaling, rate limiting, call-quality metrics and incident tooling so live traffic stays reliable at peak.

Proven in production

We don't prototype this. We run it.

Our team ships real-time systems that are live today — calling, chat, presence and media pipelines that feed AI as the conversation happens. You get a partner who has already solved the failure modes.

  • Production WebRTC calling with LiveKit
  • WebSocket chat, presence & rate limiting
  • Call-timeout, recovery & quality handling
  • Media pipelines feeding AI in real time
Powering our own products: PetHive eFLEXS

Our real-time stack

WebRTCLiveKitWebSocketsSFU media serversTURN/STUNOpus / VP8 / H.264LLM voice pipelinesSpeech-to-text & TTS
Low latency
Built for live
Resilient
Reconnect & recover
Observable
Metrics & alerts
Where it fits

Built for live, regulated and at scale

The same foundation, tailored to the demands of each industry.

Telehealth

Compliant video consults, live triage agents and recorded visits.

Fintech & support

In-app voice support, AI call handling and verified live sessions.

EdTech & live learning

Interactive classrooms, live audio rooms and real-time captions.

Social & commerce

Live shopping, creator audio rooms and in-app calling at scale.

Have a live or voice-AI product in mind?

Bring us the experience you want users to have. We'll architect the real-time foundation and the AI on top of it.