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Voice AI, Telephony & Automation Insights

WebRTC at the Edge, WebSockets in the Core: Designing Scalable Enterprise Voice AI Systems
In the current “Voice AI gold rush”, WebRTC is often presented as the default solution for real-time audio. And to be fair, WebRTC is a masterpiece of engineering. It was designed for real-time, peer-to-peer communication over unpredictable public networks, and it solves extremely hard problems like NAT traversal, packet loss, jitter, and adaptive bitrate.

Middleware Musings: A Strategic Shift
Work from Home (WFH) customer care is now a necessity, not a trend. To maintain business continuity and meet evolving expectations, contact centers must adopt robust WFH solutions. These tools ensure seamless, secure support—empowering agents and enhancing customer satisfaction in any environment.

Voice AI Is Not an AI Problem. It Is a Systems Problem
Most discussions around Voice AI today revolve around models. Lower word error rates. More natural sounding voices. Larger context windows. There is an implicit assumption behind all of this: If the AI is good enough, the experience will be good enough.

Middleware Musings: How to build and scale the right way
Social media is no longer just a marketing tool—it’s a powerful customer engagement channel. By integrating social platforms with support systems and responding at scale, businesses can boost loyalty and reduce service costs. Real-time insights and meaningful interactions drive brand trust, retention, and long-term value.

Leveraging Market Discontinuities In The CX Space
Cloud telephony transforms traditional phone systems by moving them to the cloud, offering businesses a smarter, more scalable way to manage communication. As voice remains the top support channel, this article highlights how cloud telephony enables real-time control, seamless integrations, and cost savings.

Middleware Musings: Encryption, Authentication, et al.
Work from Home (WFH) customer care is now a necessity, not a trend. To maintain business continuity and meet evolving expectations, contact centers must adopt robust WFH solutions. These tools ensure seamless, secure support—empowering agents and enhancing customer satisfaction in any environment.
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