AWS Multi-Agent Orchestrator: Supervisor Routing Patterns Guide
AWS Multi-Agent Orchestrator ships supervisor routing, classifier, and shared memory. How to compose a customer-support agent team on Bedrock that scales cleanly.
10 min read
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AI Voice Agent Insights & Guides
Browse older CallSphere articles on AI voice agents, contact center automation, and conversational AI.
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MOS Call Quality Scoring for AI Voice Operations in 2026: Beyond 4.2
MOS 4.3+ is the band where AI voice feels human. Drop below 3.6 and conversations break. Here is how to measure, improve, and alert on MOS in production AI voice using G.711, Opus, and the underlying packet loss / jitter / latency math.
11 min read
9 Numbers That Signal What's Next for Voice AI in 2026
Speechmatics' 9 numbers for voice AI in 2026, decoded. Market size, latency, language coverage, and what each one means for call centers buying today.
8 min read
Jules GitHub Integration: Issue-To-PR Without the Human
Jules's GitHub integration takes an issue, writes a fix, runs tests, and opens a PR — here is the architecture and pricing. Practical context for teams in North Carolina.
8 min read
Chat for Refund and Cancellation Flow in B2B SaaS: 2026 Production Patterns
Companies that safely automate 60 to 80 percent of refund requests with verifiable accuracy reduce costs and improve customer experience. Here is how to ship a chat-driven refund and cancellation flow without losing the customer.
10 min read
ServiceNow Project Arc: The Autonomous Desktop Agent Explained
NVIDIA and ServiceNow unveiled Project Arc at Knowledge 2026 — an autonomous desktop agent for knowledge workers. Here is what it does and who it is for.
7 min read
Jensen Huang + Bill McDermott: Knowledge 2026 Keynote Takeaways
Seven concrete takeaways from the joint Jensen Huang and Bill McDermott opening keynote at ServiceNow Knowledge 2026 — and what they signal for buyers.
7 min read
Claude Opus 4.7 Tops Vals AI Finance Agent Benchmark at 64.37%
Claude Opus 4.7 leads the Vals AI Finance Agent benchmark at 64.37%. What the test measures, why finance is harder than retail, and what it means for AI buyers.
7 min read
Mistral's $2B Round: The EU AI Champion Narrative — Texas Edition
Mistral closed a reported $2B funding round in April 2026 — here's the strategic narrative and what they'll spend it on. Practical context for teams in Texas.
6 min read
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