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Voice AI insights from the team.
Positioning, technical deep-dives, sales playbooks, enterprise tradeoffs, platform releases.
Changelog
Platform Changelog — May 2026
New: Improved code-switch handling, faster STT, AgentIntel custom-scorecards beta, and three new SIP carrier integrations.
15 May 2026
3 min read
Positioning
Why Pakistan-First Voice AI Matters
Global voice models miss code-switched conversations. Here is what changes when you train for Urdu + English + local SIP.
12 May 2026
4 min read
Technical
100% QA Coverage: The Math Behind Every Call Sampled
Random sampling at 3-5% misses 95% of your performance signal. Here is the math.
5 May 2026
5 min read
Sales
Speed-to-Lead: The Data on Instant Call Response
Most lead-gen funnels leak at the response-time step. What changes when "we will call you back" becomes "we are calling you now."
28 Apr 2026
4 min read
Enterprise
On-Prem vs Cloud Voice: The Deployment Decision Tree
When data residency, latency, and IP ownership push you off cloud — and what stays the same regardless.
15 Apr 2026
6 min read
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