Voice AI Concurrency at Scale: CallSphere vs Vapi 100+ Calls
How to scale a voice AI platform to 100+ concurrent calls. K8s HPA, OpenAI Realtime pooling, Twilio media streams. CallSphere vs Vapi capacity tradeoffs.
Step-by-step guides, technical tutorials, and use-case playbooks for building AI voice and chat agents — plus the latest AI news, model releases, funding, and policy developments.
From the blog
How to scale a voice AI platform to 100+ concurrent calls. K8s HPA, OpenAI Realtime pooling, Twilio media streams. CallSphere vs Vapi capacity tradeoffs.
Voice transcripts leak SSNs, DOBs, and card numbers. See why automatic PII redaction matters and how CallSphere bakes it in vs. Vapi DIY pipelines.
Detailed cold-start benchmarks for voice AI: WebSocket setup, model warmup, first-token latency. Compare CallSphere on K8s vs Vapi managed pipeline.
CallSphere ships the ElevenLabs Sarah voice tuned for sales conversations. On Vapi you bring your own ElevenLabs API key and tune everything yourself.
Unstructured support intake creates backlogs and bad routing. Learn how AI chat and voice agents triage issues before they hit the service desk.
Five Meta AI research papers from April 2026 that builders should know about — from JEPA-2 to MoE routing tricks. Practical context for teams in Chicago, IL.
xAI announced Colossus 2, a 1.2M-GPU datacenter going live in 2026 — the largest single-site AI training cluster on Earth. Lens: fintech. A 2026 builder briefing.
Gemini Robotics-ER 1.5 brings embodied reasoning to consumer robotics platforms — here is what changed and who's using it. Practical context for teams in New York.
Gemini 3 Flash launches at $0.10/$0.40 per million tokens with sub-400ms first-token latency — the new default for high-volume agents. Practical context for teams in Oregon.