Agent Memory in 2026: mem0 vs Letta vs Zep, and Which Voice Agents Need It
Agent memory matured in 2026 with mem0, Letta, and Zep all hitting production. Here is how to pick — Zep beats mem0 by 15 points on LongMemEval.
Browse older CallSphere articles on AI voice agents, contact center automation, and conversational AI.
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Agent memory matured in 2026 with mem0, Letta, and Zep all hitting production. Here is how to pick — Zep beats mem0 by 15 points on LongMemEval.
Wire ACS Call Automation bidirectional streaming to Voice Live API for production PSTN AI agents. Real C# Web App, EventGrid hookup, midcall barge-in, transfer-to-human flow.
Wyndham's 5,000-property Canary AI Voice rollout, Hilton's 41 AI experiments, and the upsell + booking metrics published by hotel groups in 2026 — broken down with build details.
A line-by-line comparison of ASI PMS (Anand Systems) vs CallSphere's 11-agent hotel voice and chat platform, for independent and boutique operators.
AI voice surveys hit 20-40% completion vs 2-8% for email — and capture quantitative scores and open-ended feedback in one call. Here is the post-service survey playbook.
Run an AI agent fleet behind Istio Ambient with the Gateway API Inference Extension, or Linkerd for the simpler path. mTLS, traffic split, and KV-cache-aware routing.
AI voice agents and OTA channel managers solve different problems. Here's how CallSphere works alongside Siteminder, Cloudbeds, and Derbysoft to optimize both.
WebRTC dominates browser AI voice for a reason - UDP under the hood. But SIP over WebSocket still wins for click-to-call inside a SaaS app where you control both ends. Here is the 2026 picture.
Independent hotels are moving off legacy PMS platforms like ASI, Opera, and Maestro toward multi-agent AI systems that run reservations, check-in, housekeeping, and night audit end-to-end.
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